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	<title>Timeless Investor</title>
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		<title>Study of AI stocks</title>
		<link>http://www.timelessinvestor.com/2026/05/12/study-of-ai-stocks/</link>
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		<dc:creator><![CDATA[Timeless Investor]]></dc:creator>
		<pubDate>Tue, 12 May 2026 01:34:09 +0000</pubDate>
				<category><![CDATA[Equity Analysis]]></category>
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					<description><![CDATA[Study of AI stocks 05/11/2026 &#8211; (1) Michael Burry Stock Tracker ♟ on X: &#8220;Breaking: OpenAI fired Leopold Aschenbrenner at 22. Three years later, he manages $5.5 billion His next 13F files this Friday and the new trades will be &#8230; <a href="http://www.timelessinvestor.com/2026/05/12/study-of-ai-stocks/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
										<content:encoded><![CDATA[<p>Study of AI stocks</p>
<p><span id="more-13943"></span></p>
<ul>
<li>05/11/2026 &#8211; <a href="https://x.com/burrytracker/status/2053926665001062686?s=43">(1) Michael Burry Stock Tracker <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/265f.png" alt="♟" class="wp-smiley" style="height: 1em; max-height: 1em;" /> on X: &#8220;Breaking: OpenAI fired Leopold Aschenbrenner at 22. Three years later, he manages $5.5 billion His next 13F files this Friday and the new trades will be posted here Leopold is quickly becoming one of the best AI investors out there And it started when he got fired from OpenAI https://t.co/rdt4YWUoE6&#8221; / X</a></li>
</ul>
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		<title>Study of NOW</title>
		<link>http://www.timelessinvestor.com/2026/05/11/study-of-now/</link>
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		<dc:creator><![CDATA[Timeless Investor]]></dc:creator>
		<pubDate>Mon, 11 May 2026 15:18:02 +0000</pubDate>
				<category><![CDATA[Equity Analysis]]></category>
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					<description><![CDATA[Study of NOW 05/08/2026 &#8211; Why CEO Bill McDermott says ServiceNow’s 39% stock crash is Saaspocalypse nonsense and why AI will make it a trillion-dollar company ServiceNow-FAD-2026.pdf “I explained very clearly to our company that when this thing breaks loose, &#8230; <a href="http://www.timelessinvestor.com/2026/05/11/study-of-now/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
										<content:encoded><![CDATA[<p>Study of NOW<span id="more-13934"></span></p>
<ul>
<li>05/08/2026 &#8211; <a href="https://www.msn.com/en-us/money/general/why-ceo-bill-mcdermott-says-servicenow-s-39-stock-crash-is-saaspocalypse-nonsense-and-why-ai-will-make-it-a-trillion-dollar-company/ar-AA22G6eT">Why CEO Bill McDermott says ServiceNow’s 39% stock crash is Saaspocalypse nonsense and why AI will make it a trillion-dollar company</a></li>
</ul>
<p><a href="https://s205.q4cdn.com/916135447/files/doc_presentation/2026/ServiceNow-FAD-2026.pdf">ServiceNow-FAD-2026.pdf</a></p>
<p>“I explained very clearly to our company that when this thing breaks loose, it will break loose, and we’ll be a trillion dollar company,” he said. “It’s just a question of which day it breaks loose, it’s not a question of whether it will.”</p>
<ul>
<li>05/05/2026 &#8211; <a href="https://blogs.nvidia.com/blog/servicenow-autonomous-ai-agents-enterprises/?ncid=so-twit-490517&amp;linkId=100000421001440">NVIDIA and ServiceNow Partner on New Autonomous AI Agents for Enterprises | NVIDIA Blog</a></li>
<li>05/01/2026 &#8211; <a href="https://x.com/i/trending/2052498017148891210">(1) Software Stocks Surge as Semiconductors Dip in Market Shift / X</a></li>
<li>04/29/2026 &#8211; <a href="https://members.stansberryresearch.com/articles/whitney-tilsons-daily/concluding-my-analysis-on-servicenow">Concluding my analysis on ServiceNow | Stansberry Research</a></li>
<li>04/28/2026 &#8211; <a href="https://stansberryresearch.com/whitney-tilsons-daily/why-servicenow-can-survive-the-saaspocolypse-openai-is-in-big-trouble-cybercrime-is-a-leading-industry-in-cambodia">Why ServiceNow can survive the &#8216;SaaSpocalypse&#8217;; OpenAI is in big trouble; Cybercrime is a leading industry in Cambodia | Stansberry Research</a></li>
<li>04/27/2026 &#8211; <a href="https://stansberryresearch.com/whitney-tilsons-daily/what-to-do-when-youve-lost-a-lot-of-money-on-a-stock-servicenow-through-my-first-look-lens-i-just-took-back-the-family-record-in-the-half-marathon">What to do when you&#8217;ve lost a lot of money on a stock; ServiceNow through my &#8216;first look&#8217; lens; I just took back the family record in the half marathon | Stansberry Research</a></li>
</ul>
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		<post-id xmlns="com-wordpress:feed-additions:1">13934</post-id>	</item>
		<item>
		<title>Study of AI</title>
		<link>http://www.timelessinvestor.com/2026/05/07/study-of-ai/</link>
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		<dc:creator><![CDATA[Timeless Investor]]></dc:creator>
		<pubDate>Thu, 07 May 2026 19:51:31 +0000</pubDate>
				<category><![CDATA[Uncategorized]]></category>
		<guid isPermaLink="false">http://www.timelessinvestor.com/?p=11877</guid>

					<description><![CDATA[Study of AI 05/08/2026 &#8211; situational-awareness.ai/wp-content/uploads/2024/06/situationalawareness.pdf 05/08/2026 &#8211; (1) Lin on X: &#8220;Nvidia&#8217;s Key Suppliers IP: $ARM Fab: $TSM $INTC Memory: $MU $SNDK $WDC Packaging: $ASX $AMKR $CAMT Equipment: $KLAC $LRCX $ASML $KEYS Networking: $COHR $GLW $FN $LITE $APH Servers &#8230; <a href="http://www.timelessinvestor.com/2026/05/07/study-of-ai/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
										<content:encoded><![CDATA[<p>Study of AI<span id="more-11877"></span></p>
<ul>
<li>05/08/2026 &#8211; <a href="https://situational-awareness.ai/wp-content/uploads/2024/06/situationalawareness.pdf">situational-awareness.ai/wp-content/uploads/2024/06/situationalawareness.pdf</a></li>
<li>05/08/2026 &#8211; <a href="https://x.com/Speculator_io/status/2010145507050696714">(1) Lin on X: &#8220;Nvidia&#8217;s Key Suppliers IP: $ARM Fab: $TSM $INTC Memory: $MU $SNDK $WDC Packaging: $ASX $AMKR $CAMT Equipment: $KLAC $LRCX $ASML $KEYS Networking: $COHR $GLW $FN $LITE $APH Servers OEMs: $DELL $SMCI $JBL Power Systems: $FLEX $ETN $VRT Power Electronics: $STM $ADI $MPWR $NVTS $ON https://t.co/9bJNCk5huR&#8221; / X</a></li>
</ul>
<p><img decoding="async" class="" src="https://pbs.twimg.com/media/G-VsF-oWYAAd-Ku?format=jpg&amp;name=medium" alt="Image" width="341" height="317" /></p>
<p><a href="https://x.com/speculator_io/status/2052160643009019912?s=43">(1) Lin on X: &#8220;Nvidia literally told where to invest: IP: $ARM Fab: $TSM $INTC Memory: $MU $SNDK $WDC Packaging: $ASX $AMKR $CAMT Equipment: $KLAC $LRCX $ASML $KEYS Networking: $COHR $GLW $FN $LITE $APH Servers OEMs: $DELL $SMCI $JBL Power Systems: $FLEX $VRT $ETN Power Electronics: $STM $ADI https://t.co/ndMl7tt7sy&#8221; / X</a></p>
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">IP: </span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" role="link" href="https://x.com/search?q=%24ARM&amp;src=cashtag_click">$ARM</a></span></p>
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"> Fab: </span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" role="link" href="https://x.com/search?q=%24TSM&amp;src=cashtag_click">$TSM </a></span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" role="link" href="https://x.com/search?q=%24INTC&amp;src=cashtag_click">$INTC</a></span></p>
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"> Memory: </span><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" style="font-size: 12px;" role="link" href="https://x.com/search?q=%24MU&amp;src=cashtag_click">$MU</a> <span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" role="link" href="https://x.com/search?q=%24SNDK&amp;src=cashtag_click">$SNDK</a> </span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" role="link" href="https://x.com/search?q=%24WDC&amp;src=cashtag_click">$WDC</a></span></p>
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"> Packaging: </span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" role="link" href="https://x.com/search?q=%24ASX&amp;src=cashtag_click">$ASX</a>, </span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" role="link" href="https://x.com/search?q=%24AMKR&amp;src=cashtag_click">$AMKR, </a></span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" role="link" href="https://x.com/search?q=%24CAMT&amp;src=cashtag_click">$CAMT</a></span></p>
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"> Equipment: </span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" role="link" href="https://x.com/search?q=%24KLAC&amp;src=cashtag_click">$KLAC </a></span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" role="link" href="https://x.com/search?q=%24LRCX&amp;src=cashtag_click">$LRCX </a></span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" role="link" href="https://x.com/search?q=%24ASML&amp;src=cashtag_click">$ASML</a></span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" role="link" href="https://x.com/search?q=%24KEYS&amp;src=cashtag_click">$KEYS</a></span></p>
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"> Networking: </span><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" style="font-size: 12px;" role="link" href="https://x.com/search?q=%24COHR&amp;src=cashtag_click">$COHR</a> <span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" role="link" href="https://x.com/search?q=%24GLW&amp;src=cashtag_click">$GLW </a></span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" role="link" href="https://x.com/search?q=%24FN&amp;src=cashtag_click">$FN </a></span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" role="link" href="https://x.com/search?q=%24LITE&amp;src=cashtag_click">$LITE </a></span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" role="link" href="https://x.com/search?q=%24APH&amp;src=cashtag_click">$APH</a></span></p>
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"> Servers OEMs: </span><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" style="font-size: 12px;" role="link" href="https://x.com/search?q=%24DELL&amp;src=cashtag_click">$DELL</a> <span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" role="link" href="https://x.com/search?q=%24SMCI&amp;src=cashtag_click">$SMCI </a></span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" role="link" href="https://x.com/search?q=%24JBL&amp;src=cashtag_click">$JBL</a></span></p>
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"> Power Systems: </span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" role="link" href="https://x.com/search?q=%24FLEX&amp;src=cashtag_click">$FLEX </a></span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" role="link" href="https://x.com/search?q=%24VRT&amp;src=cashtag_click">$VRT </a></span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" role="link" href="https://x.com/search?q=%24ETN&amp;src=cashtag_click">$ETN</a></span></p>
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"> Power Electronics: </span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" role="link" href="https://x.com/search?q=%24STM&amp;src=cashtag_click">$STM</a>, </span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" role="link" href="https://x.com/search?q=%24ADI&amp;src=cashtag_click">$ADI</a>, </span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" role="link" href="https://x.com/search?q=%24MPWR&amp;src=cashtag_click">$MPWR</a>, </span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" role="link" href="https://x.com/search?q=%24NVTS&amp;src=cashtag_click">$NVTS</a>, </span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" role="link" href="https://x.com/search?q=%24ON&amp;src=cashtag_click">$ON</a></span></p>
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"> Direct Investments: </span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" role="link" href="https://x.com/search?q=%24CRWV&amp;src=cashtag_click">$CRWV</a>, </span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" role="link" href="https://x.com/search?q=%24NBIS&amp;src=cashtag_click">$NBIS</a>, </span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" role="link" href="https://x.com/search?q=%24NOK&amp;src=cashtag_click">$NOK</a>, </span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" role="link" href="https://x.com/search?q=%24SNPS&amp;src=cashtag_click">$SNPS</a>, </span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" role="link" href="https://x.com/search?q=%24LITE&amp;src=cashtag_click">$LITE</a>, </span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" role="link" href="https://x.com/search?q=%24GLW&amp;src=cashtag_click">$GLW</a></span></p>
<p><img decoding="async" class="" src="https://pbs.twimg.com/media/HHq9OhgWEAEHC_v?format=jpg&amp;name=900x900" alt="Image" width="267" height="183" /></p>
<ul>
<li>07/18/2024 &#8211; <a href="https://www.msn.com/en-us/money/other/godmother-of-a-i-fei-fei-li-has-created-a-1b-startup-in-less-than-4-months/ar-BB1qamN7?ocid=msedgntp&amp;pc=U531&amp;cvid=544db1774ee04cbe86e4c9e2ed8ec537&amp;ei=26">‘Godmother of A.I.’ Fei-Fei Li Has Created a $1B Startup in Less Than 4 Months (msn.com)</a></li>
</ul>
<p>In January, A.I. pioneer Fei-Fei Li began a two-year leave from her position at Stanford University and updated her LinkedIn to describe her current work as “something new.” That new venture has been revealed to be a startup called World Labs that has already <a href="https://www.ft.com/content/0b210299-4659-4055-8d81-5a493e85432f" target="_blank" rel="noopener noreferrer" data-t="{&quot;n&quot;:&quot;destination&quot;,&quot;t&quot;:13,&quot;b&quot;:1,&quot;c.t&quot;:7}">achieved a $1 billion valuation</a> merely four months after launching, as reported by the Financial Times.</p>
<p>Through her new company, Li is now working on creating spatial intelligence—a concept she delved into during an April TED Talk. “<a href="https://www.youtube.com/watch?v=y8NtMZ7VGmU" target="_blank" rel="noopener noreferrer" data-t="{&quot;n&quot;:&quot;destination&quot;,&quot;t&quot;:13,&quot;b&quot;:1,&quot;c.t&quot;:7}">If we want</a> to advance A.I. beyond its current capabilities, we want more than A.I. that can see and talk. We want A.I. that can do,” said Li during the talk. To illustrate the concept of spatial intelligence, she pointed to an image of a cat pushing over a glass. “In the last split second, your brain looked at the geometry of this glass, its place in 3D space, its relationship with the table, the cat and everything else, and you can predict what’s going to happen next,” she explained. “The urge to act is innate to all beings with spatial intelligence, which links perception with action.”</p>
<ul>
<li>07/08/2024 &#8211; <a href="https://www.youtube.com/watch?v=v0uKLCZocjs">Why Nvidia, Tesla, Amazon And More Are Betting Big On AI-Powered Humanoid Robots (youtube.com)</a> &#8211; great content on bots, worth viewing</li>
</ul>
<p>&nbsp;</p>
<ul>
<li>07/05/2024 &#8211; <a href="https://x.com/elonmusk/status/1809379265181339893">Elon Musk on X: &#8220;Wise words from @AriEmanuel&#8221; / X</a></li>
</ul>
<p>Endeavor CEO Avi Emanuel says Sam Altman is a conman and that Elon Musk gave him a lot of money to create a non-profit only for OpenAI to be turned into a for-profit company and we should not trust them to take sufficient caution with creating powerful AI</p>
<ul>
<li>07/02/2024 &#8211; <a href="https://www.msn.com/en-us/news/technology/gpt-5-will-be-a-significant-leap-forward-says-sam-altman-here-s-why/ar-BB1pgZTq?ocid=msedgntp&amp;pc=U531&amp;cvid=29a068aeef394ff693cc7122e1768a32&amp;ei=24">GPT-5 will be a &#8216;significant leap forward&#8217; says Sam Altman — here’s why (msn.com)</a></li>
</ul>
<p data-t="{&quot;n&quot;:&quot;blueLinks&quot;}"><a href="https://www.tomsguide.com/uk/tag/openai" target="_blank" rel="noopener noreferrer" data-t="{&quot;n&quot;:&quot;destination&quot;,&quot;t&quot;:13,&quot;b&quot;:1,&quot;c.t&quot;:7}">OpenAI</a> has become somewhat of the poster child for AI advancements in recent years, opening ChatGPT up, offering more content for free and landing a big Apple partnership for <a href="https://www.tomsguide.com/news/ios-18" target="_blank" rel="noopener noreferrer" data-t="{&quot;n&quot;:&quot;destination&quot;,&quot;t&quot;:13,&quot;b&quot;:1,&quot;c.t&quot;:7}">iOS 18</a> to make it the LLM on everyone&#8217;s mind.</p>
<p data-t="{&quot;n&quot;:&quot;blueLinks&quot;}">And, while the company still works to bring additional features from its <a href="https://www.tomsguide.com/ai/forget-chatgpt-and-gemini-claude-3-is-the-most-human-like-chatbot-ive-ever-used" target="_blank" rel="noopener noreferrer" data-t="{&quot;n&quot;:&quot;destination&quot;,&quot;t&quot;:13,&quot;b&quot;:1,&quot;c.t&quot;:7}">ChatGPT-4o</a> demo to fruition, its CEO already has his eyes on what&#8217;s next.</p>
<p data-t="{&quot;n&quot;:&quot;blueLinks&quot;}">Sam Altman has been speaking at the Aspen Ideas Festival (via <a href="https://the-decoder.com/sam-altman-says-gpt-5-could-be-a-significant-leap-forward-but-theres-still-a-lot-of-work-to-do/" target="_blank" rel="nofollow noopener noreferrer" data-t="{&quot;n&quot;:&quot;destination&quot;,&quot;t&quot;:13,&quot;b&quot;:1,&quot;c.t&quot;:7}">Decoder</a>) about ChatGPT-5.</p>
<p data-t="{&quot;n&quot;:&quot;blueLinks&quot;}">While Altman wasn&#8217;t keen to go into details on the next evolution of its LLM, Altman says it&#8217;ll offer a &#8220;significant leap forward&#8221;.</p>
<p class="continue-read-break" data-t="{&quot;n&quot;:&quot;blueLinks&quot;}">&#8220;I expect it to be a significant leap forward. A lot of the things that GPT-4 gets wrong, you know, can&#8217;t do much in the way of reasoning, sometimes just sort of totally goes off the rails and makes a dumb mistake, like even a six-year-old would never make,&#8221; he added.</p>
<h2 class="article-sub-heading">Sam Altman&#8217;s mixed feelings about GPT-4</h2>
<p data-t="{&quot;n&quot;:&quot;blueLinks&quot;}"><a href="https://www.tomsguide.com/ai/chatgpt/gpt-4-is-the-dumbest-model-any-of-you-will-ever-have-to-use-declares-openai-ceo-sam-altman-as-he-bets-big-on-a-superingtelligence" target="_blank" rel="noopener noreferrer" data-t="{&quot;n&quot;:&quot;destination&quot;,&quot;t&quot;:13,&quot;b&quot;:1,&quot;c.t&quot;:7}">Back in May</a>, Altman told a Stanford University lecture that &#8220;GPT-4 is the dumbest model any of you will ever have to use&#8221;, even going so far as to call the flagship LLM &#8220;mildly embarrassing at best&#8221;.</p>
<p data-t="{&quot;n&quot;:&quot;blueLinks&quot;}">&#8220;It&#8217;s important to ship early and often and we believe in iterative deployment. If we go build AGI in a basement and then the world is kind of blissfully walking blindfolded along, I don&#8217;t think that makes us very good neighbours,&#8221; he said at the time.</p>
<p data-t="{&quot;n&quot;:&quot;blueLinks&quot;}">That was followed by the very impressive GPT-4o reveal which showed the model solving written equations and offering emotional, conversational responses. The demo was so impressive, in fact, that <a href="https://www.tomsguide.com/ai/google-gemini/well-played-google-deepmind-shows-off-project-astra-watching-the-openai-chatgpt-voice-announcement" target="_blank" rel="noopener noreferrer" data-t="{&quot;n&quot;:&quot;destination&quot;,&quot;t&quot;:13,&quot;b&quot;:1,&quot;c.t&quot;:7}">Google&#8217;s DeepMind got Project Astra to react to it</a>.</p>
<ul>
<li>06/26/2024 &#8211; <a href="https://www.msn.com/en-us/news/technology/prediction-3-unstoppable-artificial-intelligence-ai-stocks-will-be-bigger-than-nvidia-in-2030/ar-BB1oUXFV?ocid=msedgntp&amp;pc=U531&amp;cvid=607b0e0edf8e4c9e98d1d517b52ffcd2&amp;ei=21">Prediction: 3 Unstoppable Artificial Intelligence (AI) Stocks Will Be Bigger Than Nvidia in 2030 (msn.com)</a></li>
</ul>
<p data-t="{&quot;n&quot;:&quot;blueLinks&quot;}">Developing those AI applications wouldn&#8217;t be possible without the data center graphics processing units (GPUs) designed by <strong>Nvidia </strong>(NASDAQ: NVDA). They contributed to an astronomical 427% increase in Nvidia&#8217;s data center revenue in the recent quarter, pushing sales to a record $22.6 billion.</p>
<p data-t="{&quot;n&quot;:&quot;blueLinks&quot;}">That growth is the reason Nvidia&#8217;s valuation recently topped $3.2 trillion, making it one of the largest companies in the world.</p>
<p data-t="{&quot;n&quot;:&quot;blueLinks&quot;}">Nvidia stock could also achieve a cheaper P/E ratio by <em>falling</em>. Whichever scenario plays out, here&#8217;s why I think AI titans <strong>Microsoft </strong>(NASDAQ: MSFT), <strong>Apple </strong>(NASDAQ: AAPL), and <strong>Alphabet </strong>(NASDAQ: GOOG)(NASDAQ: GOOGL) will be worth more than the chip giant by 2030.</p>
<ul>
<li>06/26/2024 &#8211; <a href="https://x.com/teslayoda/status/1806086319728468456">(1) Tesla Yoda on X: &#8220;Jensen: Training a 1.8 trillion-parameter GPT model took about three to five months with 25,000 NVIDIA Ampere architecture GPUs. With Hopper, it would take about 8,000 GPUs and consume 15 megawatts over about three months. For Blackwell, in the same 90 days, it would need a&#8221; / X</a></li>
</ul>
<p>Jensen: Training a 1.8 trillion-parameter GPT model took about three to five months with 25,000 NVIDIA Ampere architecture GPUs. With Hopper, it would take about 8,000 GPUs and consume 15 megawatts over about three months. For Blackwell, in the same 90 days, it would need a quarter of the GPUs and a quarter of the power of prior models for the same task—only about 4 megawatts.</p>
<ul>
<li>06/12/2024 &#8211; <a href="https://www.msn.com/en-us/money/markets/oracle-stock-pops-10-on-ai-demand-new-deals-with-google-and-openai/ar-BB1o6315?ocid=msedgntp&amp;pc=U531&amp;cvid=3b2601f2900c40608a1782c3be79878a&amp;ei=58">Oracle stock pops 10% on AI demand, new deals with Google and OpenAI (msn.com)</a></li>
</ul>
<ol>
<li data-t="{&quot;n&quot;:&quot;blueLinks&quot;}">Oracle shares popped on Wednesday, a day after the software company announced its fourth-quarter results that showcased a strong RPO backlog.</li>
<li data-t="{&quot;n&quot;:&quot;blueLinks&quot;}">The company reported $98 billion of RPO, the revenue it expects to receive from contracts in future quarters.</li>
<li data-t="{&quot;n&quot;:&quot;blueLinks&quot;}">CEO Safra Catz said the backlog is primarily driven by demand to use Oracle&#8217;s cloud to train AI models.</li>
</ol>
<ul>
<li>06/08/2024 &#8211; <a href="https://www.msn.com/en-us/money/markets/nvidia-s-ceo-isn-t-the-only-executive-selling-the-chip-maker-s-stock/ar-BB1nRRal?ocid=msedgntp&amp;pc=U531&amp;cvid=13415c99cfc54b7a8b5d4ef135e46e08&amp;ei=9">Nvidia’s CEO Isn’t the Only Executive Selling the Chip Maker’s Stock (msn.com)</a></li>
</ul>
<p data-t="{&quot;n&quot;:&quot;blueLinks&quot;}">Executives from the company have recently taken advantage of these gains. As previously reported by Barron’s, Nvidia said in a late May regulatory filing that Chief Executive Officer Jensen Huang adopted the Rule 10b5-1 trading plan on March 14 to sell up to 600,000 shares through March 31, 2025.</p>
<p class="continue-read-break" data-t="{&quot;n&quot;:&quot;blueLinks&quot;}">He wasn’t alone. The filing also mentions three other executives at Nvidia who recently sold shares of the company. Debora Shoquist, Nvidia’s executive vice president of operations, on March 4 also adopted the 10b5-1 trading plan to sell up to 41,140 shares of Nvidia through June 2, 2025.</p>
<p data-t="{&quot;n&quot;:&quot;blueLinks&quot;}">She was followed on March 22 by Chief Financial Officer Colette Kress, who adopted the same rule for the sale of up to 50,000 shares of common stock through May 15, 2025, the document shows.</p>
<p data-t="{&quot;n&quot;:&quot;blueLinks&quot;}">Lastly, the filing says Nvidia’s executive vice president of worldwide field operations, Ajay Puri, adopted rule 10b5-1 for the sale of up to 100,832 shares of Nvidia’s common stock through July 11, 2025.</p>
<ul>
<li>06/06/2024 &#8211; <a href="https://www.msn.com/en-us/lifestyle/shopping/nvidia-arm-laptops-may-be-in-the-works-and-that-could-change-everything/ar-BB1mStmT?ocid=msedgntp&amp;pc=U531&amp;cvid=14ed384d86944e03b0ba90427dddbd1f&amp;ei=36">Nvidia ARM laptops may be in the works, and that could change everything (msn.com)</a> It’s too early to speculate what Nvidia has in store for us, but by the looks of it, 2025 is already looking like an interesting year for laptops.</li>
</ul>
<p data-t="{&quot;n&quot;:&quot;blueLinks&quot;}">Imagine a laptop with an iteration of Nvidia’s ARM-based CPU combined with a powerful RTX graphics card, all enhanced by AI. Years ago, that would have sounded outlandish, but now it seems like it could actually happen.</p>
<p data-t="{&quot;n&quot;:&quot;blueLinks&quot;}">In a recent interview with <a href="https://www.youtube.com/watch?v=HcOhAvWF0cc" target="_blank" rel="noopener noreferrer" data-t="{&quot;n&quot;:&quot;destination&quot;,&quot;t&quot;:13,&quot;b&quot;:1,&quot;c.t&quot;:7}">Bloomberg</a>, Nvidia CEO Jensen Huang and Dell CEO Michael Dell more or less confirmed that Team Green will enter the AI-PC hype next year.</p>
<p data-t="{&quot;n&quot;:&quot;blueLinks&quot;}">This could turn out to be a huge opportunity for Nvidia. Not only can the company help solidify Windows on ARM as a platform alongside the <a href="https://www.digitaltrends.com/computing/microsoft-made-momentous-pc-announcement/" target="_blank" rel="noopener noreferrer" data-t="{&quot;n&quot;:&quot;destination&quot;,&quot;t&quot;:13,&quot;b&quot;:1,&quot;c.t&quot;:7}">recently announced Copilot+ PCs</a> but it might have what it takes to go beyond the boundaries and create a more holistic ecosystem that combines AI and gaming. Having firm control over the CPU could potentially unlock new levels of gaming experiences not only limited to laptops but also consoles and desktops.</p>
<p data-t="{&quot;n&quot;:&quot;blueLinks&quot;}">It’s too early to speculate what Nvidia has in store for us, but by the looks of it, 2025 is already looking like an interesting year for laptops.</p>
<ul>
<li>06/06/2024 &#8211; <a href="https://www.msn.com/en-us/news/technology/openai-ceo-sam-altman-suggests-gpt-5-may-work-like-a-virtual-brain-with-deeper-thinking-capabilities-demystifying-it-from-the-mildly-embarrassing-at-best-gpt-4/ar-BB1mN4go?ocid=msedgntp&amp;pc=U531&amp;cvid=e3283de758c748d4bbdcefbc08cfda5e&amp;ei=49">OpenAI CEO Sam Altman suggests GPT-5 may work like a &#8216;virtual brain&#8217; with deeper thinking capabilities, demystifying it from the &#8220;mildly embarrassing at best GPT-4&#8221; (msn.com)</a></li>
<li>06/05/2024 &#8211; <a href="https://www.msn.com/en-us/money/other/tim-cook-is-about-to-reveal-apple-s-plan-to-dominate-the-internet-for-another-decade/ar-BB1nGlRW?ocid=msedgntp&amp;pc=U531&amp;cvid=9a9e46a9e4b24adfbebb0c754fe37086&amp;ei=14">Tim Cook is about to reveal Apple&#8217;s plan to dominate the internet for another decade (msn.com)</a></li>
</ul>
<ol class="summary-list">
<li data-t="{&quot;n&quot;:&quot;blueLinks&quot;}">A 2005 deal between Apple and Google changed the way Americans use the internet.</li>
<li data-t="{&quot;n&quot;:&quot;blueLinks&quot;}">Apple may soon reveal a new arrangement that could do the same for the AI era.</li>
<li data-t="{&quot;n&quot;:&quot;blueLinks&quot;}">Tim Cook is expected to announce a partnership with OpenAI at WWDC to bring ChatGPT to iPhones.</li>
</ol>
<p data-t="{&quot;n&quot;:&quot;blueLinks&quot;}">On Monday, when CEO Tim Cook kicks off Apple&#8217;s <a href="https://www.businessinsider.com/apples-wwdc-2024-expect-ai-news-siri-updates-new-homes-screen-more-2024-6" target="_blank" rel="noopener noreferrer" data-t="{&quot;n&quot;:&quot;destination&quot;,&quot;t&quot;:13,&quot;b&quot;:1,&quot;c.t&quot;:7}">Worldwide Developer Conference</a>, he&#8217;s expected to unveil a new vision of artificial intelligence by announcing a partnership with OpenAI.</p>
<p data-t="{&quot;n&quot;:&quot;blueLinks&quot;}"><a href="https://www.bloomberg.com/news/articles/2024-06-05/why-is-apple-aapl-teaming-up-with-openai-both-companies-need-each-other?srnd=technology-vp" target="_blank" rel="noopener noreferrer" data-t="{&quot;n&quot;:&quot;destination&quot;,&quot;t&quot;:13,&quot;b&quot;:1,&quot;c.t&quot;:7}">Bloomberg reported</a> Wednesday that Apple is all but set to announce that the ChatGPT maker&#8217;s technology will be integrated into the iPhone operating system.</p>
<ul>
<li>06/03/2024 &#8211; <a href="https://www.wsj.com/tech/amd-unveils-latest-ai-chips-accelerated-chip-update-timeline-d2130ee9?mod=ai_news_article_pos1">AMD Unveils Latest AI Chips, Accelerated Chip Update Timeline &#8211; WSJ</a><br />
<h4 class="css-jiugt2-Dek-Dek e1jnru6p0">AMD has been making inroads in AI chips amid a shortage of Nvidia chips and a growing appetite for alternatives</h4>
</li>
<li>06/02/2024 &#8211; <a href="https://www.msn.com/en-us/lifestyle/shopping/amd-announces-future-ai-chips-will-speed-rollout-of-new-models/ar-BB1nvzXc?ocid=msedgntp&amp;pc=U531&amp;cvid=6b08743632d44dae9acd314455ebd239&amp;ei=69">AMD Announces Future AI Chips, Will Speed Rollout of New Models (msn.com)</a></li>
<li>06/02/2024 &#8211; <a href="https://www.msn.com/en-us/lifestyle/shopping/nvidia-goes-all-in-on-ai-large-and-small-led-by-rtx-ai-laptops/ar-BB1ntYT9?ocid=msedgntp&amp;pc=U531&amp;cvid=daa7ed5fad1b4372bffa2a96caec128f&amp;ei=9">Nvidia Goes All-In on AI Large and Small, Led by RTX AI Laptops (msn.com)</a></li>
</ul>
<p><span class="dropcap-element-slot">N</span>vidia, the company behind GeForce GPUs and high-end AI processing hardware, pushed to combine those two worlds at <a href="https://www.pcmag.com/events/computex" target="_blank" rel="noopener noreferrer" data-t="{&quot;n&quot;:&quot;destination&quot;,&quot;t&quot;:13,&quot;b&quot;:1,&quot;c.t&quot;:7}">Computex</a> 2024. The chipmaker revealed new ways that GeForce graphics hardware can bring faster, better AI tools to gamers and professionals alike. Nvidia&#8217;s plans start with leveraging the AI capabilities of its GeForce RTX GPUs (mobile and desktop) to enable a host of new automated, intelligent features.</p>
<ul>
<li>06/01/2024 &#8211; <a href="https://www.wsj.com/tech/tsmc-morris-chang-taiwan-semiconductor-chips-entrepreneurship-506fcbc4">He Turned 55. Then He Started the World’s Most Important Company. &#8211; WSJ</a> Morris Chang had decades of experience before he founded a business that’s indispensable to the global economy. What can other middle-aged entrepreneurs learn from him?</li>
<li>06/01/2024 &#8211; <a href="https://www.msn.com/en-us/money/markets/cathie-wood-s-ark-invest-missed-out-on-more-than-1-billion-in-returns-by-selling-nvidia-stock-too-early/ar-BB1nryMd?ocid=msedgntp&amp;cvid=c81fcea36b0d44f181e28ef961623b4b&amp;ei=47">Cathie Wood&#8217;s ARK Invest missed out on more than $1 billion in returns by selling Nvidia stock too early (msn.com)</a></li>
</ul>
<ol class="summary-list">
<li data-t="{&quot;n&quot;:&quot;blueLinks&quot;}">Cathie Wood&#8217;s decision to sell more than 1 million shares of Nvidia came as the stock rocketed to astronomical highs.</li>
<li data-t="{&quot;n&quot;:&quot;blueLinks&quot;}">Ark Invest has missed out on more than $1 billion in returns by selling Nvidia stock too early.</li>
<li data-t="{&quot;n&quot;:&quot;blueLinks&quot;}">Ark Invest sold 859,000 Nvidia shares in the fourth quarter of 2022, when the stock was trading below $150 per share.</li>
</ol>
<ul>
<li>05/30/2024 &#8211; <a href="https://www.msn.com/en-us/money/careers/ai-in-education-transforming-learning-and-teaching/ar-BB1iR7qh?ocid=msedgntp&amp;cvid=a230f6bc0a1c451384c1bdd18dff9fb4&amp;ei=100">AI in Education: Transforming Learning and Teaching (msn.com)</a></li>
<li>05/29/2024 &#8211; <a href="https://www.msn.com/en-us/money/other/bullish-nvidia-trade-soars-as-day-traders-bet-on-leveraged-etfs/ar-BB1nhKXa?ocid=msedgntp&amp;pc=U531&amp;cvid=2b6b888685774a7bb4cc25b34de8b1d1&amp;ei=18">Bullish Nvidia Trade Soars as Day Traders Bet on Leveraged ETFs (msn.com)</a></li>
</ul>
<p>A GraniteShares fund, which gives investors two times the daily return of the Jensen Huang-run company, is now up 450% over the past year, with a record $4.7 billion in trading volume last week. The $2.8 billion GraniteShares 2x Long NVDA Daily ETF (ticker NVDL) launched in December 2022.</p>
<p data-t="{&quot;n&quot;:&quot;blueLinks&quot;}">GraniteShares has <a href="https://x.com/ETFhearsay/status/1795569837004955719" target="_blank" rel="noopener noreferrer" data-t="{&quot;n&quot;:&quot;destination&quot;,&quot;t&quot;:13,&quot;b&quot;:1,&quot;c.t&quot;:7}">filed</a> for at least 25 ETFs that track the performance of other single-stock ETFs that have daily 2x and 3x leveraged strategies.</p>
<p data-t="{&quot;n&quot;:&quot;blueLinks&quot;}">“What we are providing is institutionally priced leverage to the masses — that’s the big breakthrough,” he added. “With leverage comes risk and these products are not without risk.”</p>
<ul>
<li>05/29/2024 &#8211; <a href="https://www.wsj.com/finance/stocks/cooling-for-ai-is-a-hot-stock-market-tradefor-now-d917e1d2?mod=finance_feat1_hots_pos2">Cooling for AI Is a Hot Stock Market Trade—for Now &#8211; WSJ</a> Companies like Vertiv that can help artificial-intelligence data centers dissipate heat have had gains of more than 600%</li>
</ul>
<p class="css-k3zb6l-Paragraph e1e4oisd0" data-type="paragraph">The explosive growth in AI has generated <a class="css-1h1us5y-StyledLink el06won0" href="https://www.wsj.com/finance/stocks/ai-is-electrifying-these-power-producers-shares-6b877d07?mod=article_inline" rel="" data-type="link">soaring energy demand in data centers</a>, and lots of unwanted heat. That has cooked up opportunities for companies providing cooling systems for servers.</p>
<div class="paywall css-1u1nl00-PaywalledContentContainer e1qcjy9n0">
<p class="css-k3zb6l-Paragraph e1e4oisd0" data-type="paragraph">Electricity consumption for data centers in the U.S. is expected to grow around 30% from 2022 to 2026 to 260 terawatt-hours, according to the International Energy Agency. That is around 6% of total electricity demand in the country or enough to power 24 million American homes for a year. And most of that energy will dissipate as heat, which means a <a class="css-1h1us5y-StyledLink el06won0" href="https://www.wsj.com/tech/ai/why-the-ai-industrys-thirst-for-new-data-centers-cant-be-satisfied-93c7eff5?mod=article_inline" rel="" data-type="link">higher need for cooling systems</a>.</p>
<p data-type="paragraph"><img loading="lazy" decoding="async" class="aligncenter size-full wp-image-11892" src="http://www.timelessinvestor.com/wp-content/uploads/2024/05/Picture9.png" alt="" width="747" height="634" srcset="http://www.timelessinvestor.com/wp-content/uploads/2024/05/Picture9.png 747w, http://www.timelessinvestor.com/wp-content/uploads/2024/05/Picture9-300x255.png 300w" sizes="auto, (max-width: 747px) 100vw, 747px" /></p>
<p class="css-k3zb6l-Paragraph e1e4oisd0" data-type="paragraph">Ohio-based <a class="css-1h1us5y-StyledLink el06won0" href="https://www.wsj.com/market-data/quotes/VRT" data-type="company">Vertiv</a> <a class="css-19xoyt5-ChicletStyle e1vl9ktx2" href="https://www.wsj.com/market-data/quotes/VRT">VRT <span class="css-1hk2j0i-ChicletChange e1vl9ktx3">-1.85%</span><span class="css-ule3a4-Arrow e1vl9ktx1"><span class="css-1q7p60h-ArrowHiddenLabel e1vl9ktx0">decrease; red down pointing triangle</span></span></a> Holdings is one company <a class="css-1h1us5y-StyledLink el06won0" href="https://www.wsj.com/finance/stocks/ai-is-driving-the-next-industrial-revolution-wall-street-is-cashing-in-8cc1b28f?mod=hp_lead_pos2&amp;mod=article_inline" rel="" data-type="link">riding the wave</a>, providing both power and cooling systems for data centers. Its shares have surged nearly 700% since the end of 2022. Vertiv saw a 60% year-over-year increase in orders last quarter, excluding foreign exchange impact. That led to a record order backlog of $6.3 billion at the end of March. Around a third of the company’s sales came from thermal management for data centers.</p>
<p class="css-k3zb6l-Paragraph e1e4oisd0" data-type="paragraph">Currently most data centers use fans to circulate air to keep temperatures down. But more powerful, and thus hotter, chips will stretch the limits of such air cooling systems. One way to overcome that is to run liquid coolant in pipes through servers to absorb heat. Liquid has higher heat capacity and transfers heat more quickly. For the same volume, water takes more than 3,000 times more heat than air to raise its temperature by one degree. More efficient cooling systems also allow data centers to pack servers closer together.</p>
<p class="css-k3zb6l-Paragraph e1e4oisd0" data-type="paragraph"><a class="css-1h1us5y-StyledLink el06won0" href="https://www.wsj.com/market-data/quotes/GS" data-type="company">Goldman Sachs</a> estimates that the server cooling market will reach $10.6 billion in 2026 from $4.1 billion this year. Within that market, liquid cooling will become more popular, with its penetration rate reaching 57% among AI servers in 2026, compared with 23% this year, according to the bank’s forecast. That will translate to better margins for cooling system providers given those systems’ more complex system design. Liquid cooling systems cost three to four times more than air cooling systems, according to <a class="css-1h1us5y-StyledLink el06won0" href="https://www.wsj.com/market-data/quotes/JPM" data-type="company">J.P. Morgan</a>.</p>
<p class="css-k3zb6l-Paragraph e1e4oisd0" data-type="paragraph">Like those of U.S.-based Vertiv, shares of Asian manufacturers for components used in cooling systems have soared too. Shares of Taiwan’s <a class="css-1h1us5y-StyledLink el06won0" href="https://www.wsj.com/market-data/quotes/TW/XTAI/3017" data-type="company">Asia Vital Components</a> <a class="css-19xoyt5-ChicletStyle e1vl9ktx2" href="https://www.wsj.com/market-data/quotes/TW/XTAI/3017">3017 <span class="css-1hk2j0i-ChicletChange e1vl9ktx3">-2.59%</span><span class="css-ule3a4-Arrow e1vl9ktx1"><span class="css-1q7p60h-ArrowHiddenLabel e1vl9ktx0">decrease; red down pointing triangle</span></span></a>, or AVC, have risen 600% since the end of 2022 while <a class="css-1h1us5y-StyledLink el06won0" href="https://www.wsj.com/market-data/quotes/TW/ROCO/3324" data-type="company">Auras Technology</a> <a class="css-2ja3dl-ChicletStyle e1vl9ktx2" href="https://www.wsj.com/market-data/quotes/TW/ROCO/3324">3324 <span class="css-1hk2j0i-ChicletChange e1vl9ktx3">5.64%</span><span class="css-jozwg9-Arrow e1vl9ktx1"><span class="css-1q7p60h-ArrowHiddenLabel e1vl9ktx0">increase; green up pointing triangle</span></span></a>, also based in Taiwan, has gained 510%. Both companies are ramping up their production capacity to meet rising demand. Vertiv acquired CoolTera in December to boost its liquid cooling technology.</p>
<p class="css-k3zb6l-Paragraph e1e4oisd0" data-type="paragraph">With technology giants from <a class="css-1h1us5y-StyledLink el06won0" href="https://www.wsj.com/market-data/quotes/MSFT" data-type="company">Microsoft</a> to <a class="css-1h1us5y-StyledLink el06won0" href="https://www.wsj.com/market-data/quotes/META" data-type="company">Meta</a> pouring money into AI data centers, the excitement over cooling tech stocks is natural. But their shares are now trading at more than 40 times expected earnings, according to FactSet, compared with multiples below 20 before the AI frenzy. That has priced in a lot of growth potential already in a nascent industry whose future is difficult to predict.</p>
<p class="css-k3zb6l-Paragraph e1e4oisd0" data-type="paragraph">Selling picks and shovels in the AI gold rush has been a winning trade, but investors need to keep a cool head.</p>
</div>
<ul>
<li>05/29/2024 &#8211; <a href="https://www.wsj.com/finance/stocks/dell-should-keep-shining-in-nvidias-halo-46da6b61?mod=WTRN_pos1&amp;cx_testId=3&amp;cx_testVariant=cx_164&amp;cx_artPos=0">Dell Should Keep Shining in Nvidia’s Halo &#8211; WSJ</a> Booming demand for AI servers is boosting storied tech giant as PC industry recovers</li>
</ul>
<p><img loading="lazy" decoding="async" class="aligncenter size-full wp-image-11889" src="http://www.timelessinvestor.com/wp-content/uploads/2024/05/Picture7.png" alt="" width="745" height="629" srcset="http://www.timelessinvestor.com/wp-content/uploads/2024/05/Picture7.png 745w, http://www.timelessinvestor.com/wp-content/uploads/2024/05/Picture7-300x253.png 300w" sizes="auto, (max-width: 745px) 100vw, 745px" /></p>
<p>Investors’ enthusiastic reception sets a seemingly high bar for Dell ahead of its next earnings report, set for Thursday afternoon. Dell’s server revenue beat Wall Street’s projections by 16% for the fiscal quarter that ended in July 2023, giving the stock a 21% lift the following day. In March, Dell reported that its <a class="css-1h1us5y-StyledLink el06won0" href="https://www.wsj.com/livecoverage/stock-market-today-dow-jones-03-01-2024/card/heard-on-the-street-dell-s-ai-secret-is-really-out-now-y3sR7ELlVrFvZcgOAS5J?mod=article_inline" rel="" data-type="link">AI server backlog nearly doubled</a> during its fiscal fourth quarter. That sent the stock up 32% the following day.</p>
<p><img loading="lazy" decoding="async" class="aligncenter size-full wp-image-11890" src="http://www.timelessinvestor.com/wp-content/uploads/2024/05/Picture8.png" alt="" width="774" height="649" srcset="http://www.timelessinvestor.com/wp-content/uploads/2024/05/Picture8.png 774w, http://www.timelessinvestor.com/wp-content/uploads/2024/05/Picture8-300x252.png 300w, http://www.timelessinvestor.com/wp-content/uploads/2024/05/Picture8-768x644.png 768w" sizes="auto, (max-width: 774px) 100vw, 774px" /></p>
<p class="css-k3zb6l-Paragraph e1e4oisd0" data-type="paragraph">A <a class="css-1h1us5y-StyledLink el06won0" href="https://www.wsj.com/tech/ai/why-microsoft-is-spreading-its-ai-bets-to-pcs-41e60451?mod=article_inline" rel="" data-type="link">new class of machines with on-device AI</a> is also hitting the market this year, creating the potential for further uplift. Bernstein analyst Toni Sacconaghi rates Dell’s shares as a buy, even while admitting to worries about the sustainability of the AI server business.</p>
<p class="css-k3zb6l-Paragraph e1e4oisd0" data-type="paragraph">“That said, we see several other levers (storage, traditional servers, and AI PCs), which can be meaningfully accretive to EPS in FY25,” Sacconaghi wrote in a note last week.</p>
<p class="css-k3zb6l-Paragraph e1e4oisd0" data-type="paragraph">That is doable, especially given the strong demand <a class="css-1h1us5y-StyledLink el06won0" href="https://www.wsj.com/tech/ai/nvidia-keeps-its-old-chips-selling-hot-2596f11e?mod=article_inline" rel="" data-type="link">Nvidia said last week</a> that it expects to see for its new class of chips launching later this year. Dell’s main constraint might be getting its hands on enough of those chips given the tight supply seen across the industry.</p>
<p class="css-k3zb6l-Paragraph e1e4oisd0" data-type="paragraph">But Ng noted that Dell’s server customers “appear to have priority in GPU supply.” Dell also has a tight relationship with Nvidia, with Chief Executive Officer Jensen Huang joining Michael Dell onstage at Dell’s annual developer conference last week and singling him out from the audience during the keynote of <a class="css-1h1us5y-StyledLink el06won0" href="https://www.wsj.com/tech/ai/nvidia-annual-conference-chips-7692760d?&amp;mod=article_inline" rel="" data-type="link">his own big show in March</a>.</p>
<p class="css-k3zb6l-Paragraph e1e4oisd0" data-type="paragraph">“Nobody is better at building end-to-end systems of a very large scale for the enterprise than Dell,” Huang said at that event.</p>
<p class="css-k3zb6l-Paragraph e1e4oisd0" data-type="paragraph">None of Dell’s competitors in the IT equipment space got such a shout-out. But turning those words into actual sales will be vital considering the premium Dell is now fetching to more traditional rivals such as <a class="css-1h1us5y-StyledLink el06won0" href="https://www.wsj.com/market-data/quotes/CSCO" data-type="company">Cisco</a> and Hewlett Packard Enterprise. It has some big numbers to serve up.</p>
<ul>
<li>05/27/2024 &#8211; <a href="https://www.youtube.com/watch?v=ER7iqeYx9HU">Nvidia CEO Jensen Huang talks blowout quarter, AI, inferencing, ongoing demand, and more (youtube.com)</a></li>
<li>05/25/2024 &#8211; <a href="https://www.msn.com/en-us/money/careers/khan-academy-ceo-on-how-ai-will-change-education/vi-BB1mRMgu?ocid=msedgntp&amp;pc=U531&amp;cvid=53eab8997afa4a169219e8f70b6a2614&amp;ei=25">Khan Academy CEO on how AI will change education | Watch (msn.com)</a></li>
<li>05/27/2024 &#8211; <a href="https://www.wsj.com/finance/stocks/ai-is-driving-the-next-industrial-revolution-wall-street-is-cashing-in-8cc1b28f?mod=hp_lead_pos3">AI Is Driving ‘the Next Industrial Revolution.’ Wall Street Is Cashing In. &#8211; WSJ</a> Old-school stocks in the utilities, energy and materials sectors are outpacing the wider market</li>
</ul>
<p class="css-k3zb6l-Paragraph e1e4oisd0" data-type="paragraph">Demand for artificial intelligence is still booming, a year after the phenomenon first took Wall Street by storm. Far beyond the tech sector, investors are finding winners in old-school pick-and-shovel stocks.</p>
<p class="css-k3zb6l-Paragraph e1e4oisd0" data-type="paragraph">Deep-pocketed companies <a class="css-1h1us5y-StyledLink el06won0" href="https://www.wsj.com/tech/ai/elon-musks-xai-will-raise-6-billion-in-latest-fundraising-round-fcdd722d?mod=article_inline" rel="" data-type="link">are investing heavily in AI technology</a>, which has meant a windfall for chip makers such as <a class="css-1h1us5y-StyledLink el06won0" href="https://www.wsj.com/market-data/quotes/NVDA" data-type="company">Nvidia</a> <a class="css-2ja3dl-ChicletStyle e1vl9ktx2" href="https://www.wsj.com/market-data/quotes/NVDA">NVDA <span class="css-1hk2j0i-ChicletChange e1vl9ktx3">2.57%</span><span class="css-jozwg9-Arrow e1vl9ktx1"><span class="css-1q7p60h-ArrowHiddenLabel e1vl9ktx0">increase; green up pointing triangle</span></span></a> and a host of businesses—such as suppliers of power, labor and raw materials—to operate their products.</p>
<div class="paywall css-1u1nl00-PaywalledContentContainer e1qcjy9n0">
<p class="css-k3zb6l-Paragraph e1e4oisd0" data-type="paragraph">Wall Street is taking notice. The utilities sector of the S&amp;P 500 has returned 15% over the past three months, <a class="css-1h1us5y-StyledLink el06won0" href="https://www.wsj.com/finance/stocks/stock-market-hottest-industry-utilities-45907c48?mod=article_inline" target="_blank" rel="noopener noreferrer" data-type="link">topping all other corners</a> of<a class="css-1h1us5y-StyledLink el06won0" href="https://www.wsj.com/finance/stocks/stock-market-hottest-industry-utilities-45907c48?mod=article_inline" target="_blank" rel="noopener noreferrer" data-type="link"> </a>the index. Energy and materials stocks have outperformed the broader market, which has advanced 4.2% over that period. Share prices are surging for industrial firms that stand to benefit from data-center expansion and renovation.</p>
<p data-type="paragraph"><img loading="lazy" decoding="async" class="aligncenter size-full wp-image-11883" src="http://www.timelessinvestor.com/wp-content/uploads/2024/05/Picture5-1.png" alt="" width="745" height="632" srcset="http://www.timelessinvestor.com/wp-content/uploads/2024/05/Picture5-1.png 745w, http://www.timelessinvestor.com/wp-content/uploads/2024/05/Picture5-1-300x254.png 300w" sizes="auto, (max-width: 745px) 100vw, 745px" /></p>
<p class="css-k3zb6l-Paragraph e1e4oisd0" data-type="paragraph">Nvidia’s earnings report last week showed that <a class="css-1h1us5y-StyledLink el06won0" href="https://www.wsj.com/tech/nvidia-nvda-q1-earnings-report-2025-94306f1f?mod=article_inline" target="_blank" rel="noopener noreferrer" data-type="link">demand for AI capabilities is only gaining</a> steam. The company booked $26 billion in sales for its latest quarter, more than triple the total from a year earlier. The graphics-chip manufacturer’s stock is trading at record levels, more than doubling this year.</p>
<p class="css-k3zb6l-Paragraph e1e4oisd0" data-type="paragraph">“The next Industrial Revolution has begun,” with businesses and countries converting existing data centers into “AI factories,” Chief Executive Jensen Huang said on an investor call.</p>
<p class="css-k3zb6l-Paragraph e1e4oisd0" data-type="paragraph">Big-tech companies such as <a class="css-1h1us5y-StyledLink el06won0" href="https://www.wsj.com/market-data/quotes/MSFT" data-type="company">Microsoft</a> and <a class="css-1h1us5y-StyledLink el06won0" href="https://www.wsj.com/market-data/quotes/META" data-type="company">Meta Platforms</a> are spending billions on Nvidia’s chips and related infrastructure to build out <a class="css-1h1us5y-StyledLink el06won0" href="https://www.wsj.com/tech/ai/investors-cheer-ai-spending-boom-in-big-techjust-not-at-meta-42af2528?mod=article_inline" target="_blank" rel="noopener noreferrer" data-type="link">their own AI capabilities</a>. The government could be joining in: A bipartisan Senate group recommended tens of billions of dollars in <a class="css-1h1us5y-StyledLink el06won0" href="https://www.wsj.com/tech/ai/senate-group-recommends-spending-tens-of-billions-of-dollars-on-ai-4951279b?mod=article_inline" target="_blank" rel="noopener noreferrer" data-type="link">new federal spending related to AI</a> in the years ahead.</p>
<p class="css-k3zb6l-Paragraph e1e4oisd0" data-type="paragraph">“That is where the investable opportunities are,” said Lauren Goodwin, economist and chief market strategist at New York Life Investments. “It’s data-center builders and operators, power and utilities.”</p>
<p class="css-k3zb6l-Paragraph e1e4oisd0" data-type="paragraph">Data center executives have said that surging demand means longer delivery times for essential equipment such as <a class="css-1h1us5y-StyledLink el06won0" href="https://www.wsj.com/tech/ai/why-the-ai-industrys-thirst-for-new-data-centers-cant-be-satisfied-93c7eff5?mod=article_inline" target="_blank" rel="noopener noreferrer" data-type="link">backup generators and cooling systems</a>.</p>
<p class="css-k3zb6l-Paragraph e1e4oisd0" data-type="paragraph">“We have seen a broadening out of the AI trade. It’s no longer dependent on just one stock,” said Nadia Lovell, senior U.S. equity strategist, global wealth management at <a class="css-1h1us5y-StyledLink el06won0" href="https://www.wsj.com/market-data/quotes/UBS" data-type="company">UBS</a><strong class="css-11kxzt3-Strong e1ofiv6m1" data-type="emphasis">. </strong>“Chips are foundational, but they’re not the whole house.”</p>
<p class="css-k3zb6l-Paragraph e1e4oisd0" data-type="paragraph">The <a class="css-1h1us5y-StyledLink el06won0" href="https://www.wsj.com/market-data/quotes/PAVE" data-type="company">Global X U.S. Infrastructure Development ETF</a> has returned 13% this year, outpacing the S&amp;P 500’s 11% advance.</p>
<p data-type="paragraph"><img loading="lazy" decoding="async" class="aligncenter size-full wp-image-11885" src="http://www.timelessinvestor.com/wp-content/uploads/2024/05/Picture6.png" alt="" width="755" height="632" srcset="http://www.timelessinvestor.com/wp-content/uploads/2024/05/Picture6.png 755w, http://www.timelessinvestor.com/wp-content/uploads/2024/05/Picture6-300x251.png 300w" sizes="auto, (max-width: 755px) 100vw, 755px" /></p>
<p class="css-k3zb6l-Paragraph e1e4oisd0" data-type="paragraph">Shares of <a class="css-1h1us5y-StyledLink el06won0" href="https://www.wsj.com/market-data/quotes/VRT" data-type="company">Vertiv Holdings</a>, which makes equipment that powers and cools data centers, have more than doubled this year. The company said new orders grew 60% from a year earlier in the first quarter. Wall Street analysts had expected about 15% growth and have revised their profit forecasts sharply higher for the years to come.</p>
<p class="css-k3zb6l-Paragraph e1e4oisd0" data-type="paragraph">“Though still in its early stages, AI is quickly becoming a pervasive theme across our end markets,“ Vertiv CEO Giordano Albertazzi said last month.</p>
<p class="css-k3zb6l-Paragraph e1e4oisd0" data-type="paragraph">Eaton, a company that makes power-management equipment, has advanced 42% this year. Johnson Controls, which manufactures electronic systems for commercial buildings, is up 28%.</p>
<p data-type="paragraph">Infrastructure stocks could get a further boost if the Federal Reserve cuts interest rates later this year, as many investors expect. Investors will be watching Friday’s release of the personal-consumption expenditures index, the Fed’s preferred inflation gauge, for clues about the path forward on rates.</p>
<p class="css-k3zb6l-Paragraph e1e4oisd0" data-type="paragraph">The rally has left shares trading well above their long-term averages. Eaton trades at 31 times its expected earnings over the next 12 months, while Vertiv trades at 40 times. The S&amp;P 500’s multiple is 21 times.</p>
<p class="css-k3zb6l-Paragraph e1e4oisd0" data-type="paragraph">The unfolding spending boom means high valuations for industrial firms are less of a risk than usual, according to Joseph Ghio, an analyst at Williams Jones Wealth Management. “These companies are less cyclical than they used to be,” he said, adding that he thinks Eaton can nearly double its profit over the next five years.</p>
<p class="css-k3zb6l-Paragraph e1e4oisd0" data-type="paragraph">His firm owns shares of Eaton and <a class="css-1h1us5y-StyledLink el06won0" href="https://www.wsj.com/market-data/quotes/PWR" data-type="company">Quanta Services</a>, which supplies skilled labor to power companies, on behalf of clients. Quanta stock is up 31% this year.</p>
</div>
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		<title>Study of Macro (Part VI)</title>
		<link>http://www.timelessinvestor.com/2026/05/07/study-of-macro-part-vi/</link>
					<comments>http://www.timelessinvestor.com/2026/05/07/study-of-macro-part-vi/#respond</comments>
		
		<dc:creator><![CDATA[Timeless Investor]]></dc:creator>
		<pubDate>Thu, 07 May 2026 17:33:12 +0000</pubDate>
				<category><![CDATA[Macroeconomics]]></category>
		<guid isPermaLink="false">https://www.timelessinvestor.com/?p=13177</guid>

					<description><![CDATA[Study of Macro (Part VI) 05/08/2026 &#8211; The AI reality distortion field has engulfed more than the Mag-7. Intel stock recently surpassed the all-time high set during the dot-com bubble in 2000. This isn’t because the company has overcome its strategic problems; it &#8230; <a href="http://www.timelessinvestor.com/2026/05/07/study-of-macro-part-vi/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
										<content:encoded><![CDATA[<p>Study of Macro (Part VI)<span id="more-13177"></span></p>
<ul>
<li>05/08/2026 &#8211; The AI reality distortion field has engulfed more than the Mag-7. <a class="ekxajjj0 css-i0lbhy-OverridedLink" href="https://www.wsj.com/market-data/quotes/INTC" target="_blank" rel="noopener" data-type="company">Intel</a> stock recently surpassed the all-time high set during the dot-com bubble in 2000. This isn’t because the company has overcome its <a class="ekxajjj0 css-i0lbhy-OverridedLink" href="https://www.wsj.com/finance/stocks/intel-is-making-progress-but-it-isnt-out-of-the-woods-yet-f69c78d6?mod=article_inline" target="_blank" rel="noopener" data-type="link">strategic problems</a>; it is floundering against <a class="ekxajjj0 css-i0lbhy-OverridedLink" href="https://www.wsj.com/market-data/quotes/NVDA" target="_blank" rel="noopener" data-type="company">Nvidia</a> in graphical processing units, which drive AI, and against <a class="ekxajjj0 css-i0lbhy-OverridedLink" href="https://www.wsj.com/market-data/quotes/TSM" target="_blank" rel="noopener" data-type="company">Taiwan Semiconductor Manufacturing Co.</a> in making chips for outside customers. Rather, the central processing units in which Intel specializes are in big demand by data centers. A similar halo effect has lifted the entire chip sector, including <a class="ekxajjj0 css-i0lbhy-OverridedLink" href="https://www.wsj.com/market-data/quotes/AMD" target="_blank" rel="noopener" data-type="company">Advanced Micro Devices</a>, <a class="ekxajjj0 css-i0lbhy-OverridedLink" href="https://www.wsj.com/market-data/quotes/MU" target="_blank" rel="noopener" data-type="company">Micron Technology</a> and <a class="ekxajjj0 css-i0lbhy-OverridedLink" href="https://www.wsj.com/market-data/quotes/SNDK" target="_blank" rel="noopener" data-type="company">Sandisk</a>.</li>
</ul>
<p><a href="https://www.wsj.com/tech/ai/ai-is-distorting-practically-everything-about-the-economy-4ca6fcff?mod=hp_lead_pos4">AI Is Distorting Practically Everything About the Economy &#8211; WSJ</a></p>
<ul>
<li>04/22/2026 &#8211; <a href="https://www.wsj.com/economy/central-banking/fed-interest-rates-warsh-ai-bc92f894?mod=hp_lead_pos4">Kevin Warsh Pitched a Case for Fed Interest-Rate Cuts. His Future Colleagues Are Skeptical. &#8211; WSJ</a></li>
</ul>
<p>the upcoming Fed Chair probably will lower the rate</p>
<ul>
<li>03/13/2026 &#8211; <a href="https://www.wsj.com/world/middle-east/israeli-officials-think-irans-regime-isnt-likely-to-fall-soon-9a419571">Israeli Officials Think Iran’s Regime Isn’t Likely to Fall Soon &#8211; WSJ</a> the war on Iran might last a bit longer &#8211; Despite constant military pressure, security services have a strong grip on the streets, and protesters are afraid</li>
<li>02/01/2026 &#8211; <a href="https://www.wsj.com/politics/policy/how-warsh-won-fed-job-ff9d02bc?mod=hp_lead_pos2">How Fed Pick Warsh Survived Trump’s Ultimate Reality Show &#8211; WSJ</a></li>
</ul>
<p><a href="https://www.wsj.com/finance/investing/wall-street-cant-decide-whether-kevin-warsh-will-be-a-friend-or-foe-3d344c67?mod=WTRN_pos6">Wall Street Can’t Decide Whether Kevin Warsh Will Be a Friend or Foe &#8211; WSJ</a></p>
<p><a href="https://www.wsj.com/politics/policy/trump-jokes-about-suing-warsh-if-he-doesnt-lower-interest-rates-2986e933?mod=WTRN_pos1">Exclusive | Trump Jokes About Suing Warsh if He Doesn’t Lower Interest Rates &#8211; WSJ</a></p>
<p><a href="https://www.wsj.com/economy/central-banking/who-is-kevin-warsh-trumps-fed-chair-pick-a77dc602?mod=WTRN_pos1">Who Is Kevin Warsh, Trump’s Fed Chair Pick? &#8211; WSJ</a></p>
<p><a href="https://www.wsj.com/opinion/kevin-warsh-federal-reserve-donald-trump-central-bank-d6a17f5f?mod=WTRN_pos6">Kevin Warsh Is the Right Choice for the Fed &#8211; WSJ</a></p>
<ul>
<li>01/31/2026 &#8211; <a href="https://www.valueplays.net/2026/01/29/the-dollar-is-collapsing-is-it/">“The Dollar is Collapsing”……Is It? – ValuePlays</a></li>
</ul>
<p>“Davidson” submits:</p>
<blockquote>
<div>With panic in streets at some parts of the country, with massive fraud being committed and overlooked perhaps protected by politicians and global relationships in flux there are many forecast that the US$ is no longer the reserve currency it has been for many years. By my analysis this is all self-interested fluff designed to game politicly and personally.</div>
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<div>A 40yr+ history of the DXY Index shows the US$ is not collapsing as these actors claim. There have been many factors for US$ strength in the past. It has been a haven during stressful times as during COVID and it has been the place for opportunity as during the lead-up to the Internet Bubble.  Recently Trump settled multiple long-term local conflicts and the shift back to these areas for restorations opportunities is also part of the DXY Index pattern. DXY is designated by the <b>Dashed Black Line</b>(—) in this chart. It should be clearly seen that DXY falls every time EEM and EFA rise which indicate capital flows are exiting the US$ for foreign markets.</div>
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<div>Note that earlier versions of EEM showing 0.9% growth has been replaced by a MSCI reformatted EMM with less exposure to Chinese issues. This makes the long-term performance of the reformatted EMM look better at 2% but it does not change my long-term theme that the SP500 outperforms at 10% because of protections to free speech and personal property. This includes protections to intellectual property. The highly touted Chinese marketplace as a growth theme has been overstated for many years. Communist Dictatorships have never and will never be investment worthy.</div>
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<div><img loading="lazy" decoding="async" class="alignnone wp-image-45724" src="https://valueplays.net/wp-content/uploads/Screenshot-2026-01-28-at-4.47.58-PM-577x420.png" sizes="auto, (max-width: 577px) 100vw, 577px" srcset="https://valueplays.net/wp-content/uploads/Screenshot-2026-01-28-at-4.47.58-PM-577x420.png 577w, https://valueplays.net/wp-content/uploads/Screenshot-2026-01-28-at-4.47.58-PM-300x218.png 300w, https://valueplays.net/wp-content/uploads/Screenshot-2026-01-28-at-4.47.58-PM.png 716w" alt="" width="415" height="302" /></div>
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<div>In my opinion the US$ is acting as it always has. It fluctuates! There is no collapse as claimed and no one need be concerned.</div>
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<ul>
<li>01/29/206 &#8211; <a href="https://www.valueplays.net/2026/01/28/durable-goods-shows-continued-expansion/">Durable Goods Shows Continued Expansion – ValuePlays</a></li>
</ul>
<p>“Davidson” submits:</p>
<blockquote><p>Taking out the volatile Aircraft orders, Durable Goods continues to reflect decent economic expansion. This is as expected and investors should maintain a positive equities outlook.</p></blockquote>
<p><img loading="lazy" decoding="async" class="alignnone wp-image-45720" src="https://valueplays.net/wp-content/uploads/Screenshot-2026-01-27-at-2.18.21-PM-577x420.png" sizes="auto, (max-width: 577px) 100vw, 577px" srcset="https://valueplays.net/wp-content/uploads/Screenshot-2026-01-27-at-2.18.21-PM-577x420.png 577w, https://valueplays.net/wp-content/uploads/Screenshot-2026-01-27-at-2.18.21-PM-300x218.png 300w, https://valueplays.net/wp-content/uploads/Screenshot-2026-01-27-at-2.18.21-PM-768x559.png 768w, https://valueplays.net/wp-content/uploads/Screenshot-2026-01-27-at-2.18.21-PM.png 1192w" alt="" width="398" height="290" /></p>
<ul>
<li>01/25/2026 &#8211; <a href="https://www.valueplays.net/2026/01/24/pmi-continues-to-be-made-irrelevant-by-reality/">PMI Continues To Be Made Irrelevant By Reality – ValuePlays</a></li>
</ul>
<p>Industrial Capacity continues to rise as does industrial Production, both revised higher. The standout is the PMI remaining below 50, now ~40mos mostly below 50, reflecting an intractable period of market pessimism. Even with the rises we have seen in selected industrial issues, I see a remarkable period still ahead of heady price movement once market pessimism converts to recognition of economic expansion.</p>
<ul>
<li>01/25/2026 &#8211; <a href="https://www.valueplays.net/2026/01/23/subs-momentum-vs-value-2/">Subs: Momentum vs Value – ValuePlays</a></li>
</ul>
<h3><strong>You need to be a Value Investor at market lows but think like a Momentum Investor once a Bull Market moves to full swing. I use comparable market Pr/Sales levels as a guide to how far I may let any issue progress before suggesting cutting a position. Transdigm(TDG) hit 9x Pr/Sales a couple of years ago and appeared to have stalled. I suggested a full sale 2yrs+ ago.</strong></h3>
<h3>Investing is always a balance of Momentum vs Value at any point in time. The art is to know your economic timeframes, know the limitations of management to produce financials, constantly keep track of what management says “they will do” vs what they in fact do, diversify and use your best judgement.</h3>
<h3>Thus far, all is good with at least 3yrs of economic expansion ahead of us. But, always be cognizant that market prices always reflect Momentum vs future value expectations and we need to be alert at all times.</h3>
<ul>
<li>01/20/2026 &#8211; <a href="https://www.msn.com/en-us/money/savingandinvesting/big-short-legend-michael-burry-says-ai-bubble-is-doomed-and-buffett-proves-it/ar-AA1Uwu7z?ocid=msedgntp&amp;pc=U531&amp;cvid=696f6e7c806442b781c6ed82ac25951e&amp;ei=38">&#8216;Big Short&#8217; legend Michael Burry says AI bubble is doomed and Buffett proves it</a></li>
<li>01/13/2026 &#8211; Subs: Tariffs Explained</li>
</ul>
<p><a href="https://www.valueplays.net/2026/01/12/subs-tariffs-explained/">Subs: Tariffs Explained – ValuePlays</a></p>
<p><a href="https://www.youtube.com/watch?v=fd6QaEJOjvI">Howard Lutnick: How America Can Hit 6% GDP Growth in 2026 &#8211; YouTube</a></p>
<ul>
<li>01/06/2026 &#8211; <a href="https://www.msn.com/en-us/money/markets/the-big-short-investor-who-predicted-2008-crisis-reveals-how-venezuela-raid-can-shape-markets/ar-AA1TFayS?ocid=msedgntp&amp;pc=U531&amp;cvid=695d4acbc30b44c3a618d9d6d524544a&amp;ei=17">&#8216;The Big Short&#8217; investor who predicted 2008 crisis reveals how Venezuela raid can shape markets</a></li>
</ul>
<p>The seizure was a &#8220;shot across China&#8217;s bow,&#8221; Burry wrote, pointing to the loans worth billions of dollars China has made to Venezuela under its Belt and Road Initiative (BRI). The money was collateralized using future oil output, which is &#8220;now in U.S. hands,&#8221; Burry noted. The veteran investor wrote that Chinese stocks now strike him as &#8220;somewhat riskier. He listed Alibaba, Baidu, and other potential sanction targets &#8220;could be in for some volatility&#8221; if Beijing tries to escalate aggression in the South China Sea or Taiwan.</p>
<p>Burry also took note of the impact on Russia and its oil as well. &#8220;Putin&#8217;s jaw has to be on the floor,&#8221; he wrote after seeing what the U.S. did in &#8220;practically seconds&#8221; that Russia has been trying to do in Ukraine for years. Burry estimated that while it may take five to seven years, if the U.S. manages to increase oil output from Venezuela, it would undercut Russia&#8217;s income and influence. “Russia&#8217;s oil just became less important in the intermediate and long-term,” he wrote.</p>
<ul>
<li>12/31/2025 &#8211; <a href="https://www.valueplays.net/2025/12/30/industrial-production-and-manufacturing-capacity-revised-higher/">Industrial Production and Manufacturing Capacity Revised Higher – ValuePlays</a></li>
</ul>
<h3 dir="ltr">Industrial Production revised higher as was Manufacturing Capacity. The Dallas Fed continues to roll out revised economic series some with long-term revisions others ranging from a few months to several years. Even so, the economic picture remains one of expansion in the face of continued “Doubting-Thomases”. The opposite messages of Industrial Production(INDPRO) vs PMI continue with the former very positive and the latter devoid of hope.  Capacity and Capacity Utilization are very positive with Utilization showing signs of an upturn in line with what is visible in Durable Goods.</h3>
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<h3 dir="ltr">All good for equities and economic expansion. The focus should remain on industrials, retail and related as Real Personal Income and employment rises.</h3>
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<ul>
<li>11/24/2025 &#8211; watch out the warnings from Burry</li>
</ul>
<p><a href="https://x.com/michaeljburry/status/1992747802951143839?s=43">(1) Cassandra Unchained on X: &#8220;Feb 21, 2000: SF Chronicle says I’m short Amazon Greenspan 2005: “bubble in home prices ..does not appear likely.” Powell &#8217;25: “AI companies actually..are profitable..it&#8217;s a different thing&#8221; I doubted if I ever should come back. I&#8217;m back. Please join me. Cassandra Unchained on&#8221; / X</a></p>
<p><a href="https://michaeljburry.substack.com/">Cassandra Unchained | Michael Burry | Substack</a></p>
<ul>
<li>11/18/2025 &#8211; Davidson&#8217;s comment on macro</li>
</ul>
<p><a href="https://www.valueplays.net/2025/11/18/construction-spending-rises-3/">Construction Spending Rises – ValuePlays</a></p>
<p>“Davidson” submits:</p>
<blockquote>
<div dir="ltr">Total Construction Spending turns higher in August as St Louis Fed releases begin to come out once again. The pop came from Public spend and Residential with Power related holding steady and Manufact</div>
<div dir="ltr">uring down a little from its record highs but not weak.</div>
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<div dir="ltr">All continues to look good from an economic perspective.</div>
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<div dir="ltr"><img loading="lazy" decoding="async" class="alignnone wp-image-45617" src="https://valueplays.net/wp-content/uploads/Screenshot-2025-11-18-at-12.24.31-PM.png" sizes="auto, (max-width: 529px) 100vw, 529px" srcset="https://valueplays.net/wp-content/uploads/Screenshot-2025-11-18-at-12.24.31-PM.png 529w, https://valueplays.net/wp-content/uploads/Screenshot-2025-11-18-at-12.24.31-PM-300x209.png 300w" alt="" width="442" height="308" /></div>
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<ul>
<li>11/13/2025 &#8211; watch out the move from Burry</li>
</ul>
<p><a href="https://www.msn.com/en-us/money/news/big-short-investor-michael-burry-deregisters-his-hedge-fund-saying-he-s-moving-on-to-much-better-things/ar-AA1QmWXS?ocid=msedgntp&amp;pc=U531&amp;cvid=9243594603974749c0fb5d1a00f5455c&amp;ei=9">&#8216;Big Short&#8217; investor Michael Burry deregisters his hedge fund, saying he&#8217;s moving on to &#8216;much better things&#8217;</a></p>
<ol class="summary-list">
<li data-t="{&quot;n&quot;:&quot;blueLinks&quot;,&quot;t&quot;:13,&quot;a&quot;:&quot;click&quot;,&quot;b&quot;:76}">Management&#8217;s SEC registration.</li>
<li data-t="{&quot;n&quot;:&quot;blueLinks&quot;,&quot;t&quot;:13,&quot;a&quot;:&quot;click&quot;,&quot;b&quot;:76}">Burry posted on X that he&#8217;s &#8220;on to much better things&#8221; after betting against Nvidia and Palantir.</li>
<li data-t="{&quot;n&quot;:&quot;blueLinks&quot;,&quot;t&quot;:13,&quot;a&quot;:&quot;click&quot;,&quot;b&quot;:76}">The contrarian investor foreshadowed the decision, writing the &#8220;only winning move is not to play.&#8221;</li>
</ol>
<p><a href="https://x.com/michaeljburry/status/1988778952299802818?ref_src=twsrc%5Etfw%7Ctwcamp%5Etweetembed%7Ctwterm%5E1988778952299802818%7Ctwgr%5E8cda68bd77197f7898ceb4c7126c1c922933c2b4%7Ctwcon%5Es1_&amp;ref_url=https%3A%2F%2Fwww.businessinsider.com%2Fbig-short-michael-burry-scion-hedge-fund-sec-palantir-stock-2025-11">(1) Cassandra Unchained on X: &#8220;So, I bought 50,000 of these things for $1.84. Each of those things is 100 doodads. So I spent $9,200,000, Not $912,000,000. @CNBC @WSJ @FT Each of those doodads let me sell $PLTR at $50 in 2027. That was done last month. On to much better things Nov 25th. https://t.co/9Voy3nwiTD&#8221; / X</a></p>
<p>Michael Burry of &#8220;The Big Short&#8221; fame has terminated Scion Asset</p>
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">So, I bought 50,000 of these things for $1.84. Each of those things is 100 doodads. So I spent $9,200,000, Not $912,000,000. </span></p>
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"> Each of those doodads let me sell </span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" role="link" href="https://x.com/search?q=%24PLTR&amp;src=cashtag_click">$PLTR</a></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"> at $50 in 2027. That was done last month. On to much better things Nov 25th.</span></p>
<ul>
<li>11/10/2025 &#8211; <a href="https://members.stansberryresearch.com/articles/whitney-tilsons-daily/my-latest-thoughts-on-artificial-intelligence-part-1">My latest thoughts on artificial intelligence (part 1) | Stansberry Research</a>  &#8211; Tilson&#8217;s viewpoint on AI and economy</li>
</ul>
<p>Some of the largest companies in the world are betting on this. Alphabet, Microsoft (MSFT), Amazon (AMZN), and Meta Platforms (META) are investing massive sums in AI. Take a look at <a href="https://x.com/TheStalwart/status/1982794685761400855" target="_blank" rel="noopener">these Bloomberg charts</a> shared on social platform X, which show the explosion in their capital expenditure (&#8220;capex&#8221;) spending:</p>
<div class="content-image aligncenter"><a href="https://prod-api.stansberryterminal.com/api/articles/download/551384?session-id=SAC0013682474_52e0c908973277a8&amp;&amp;content_url=https://assets.stansberryresearch.com/uploads/sites/2/2025/11/WTE-2025-11-07-tech-giants-capex.jpg" target="_blank" rel="noopener"><img decoding="async" class="responsive wp-image-551372 size-full aligncenter" src="https://assets.stansberryresearch.com/uploads/sites/2/2025/11/WTE-2025-11-07-tech-giants-capex.jpg" alt="" width="540" /></a></div>
<p>At first glance, such spending appears to be wildly excessive. But keep in mind that these four companies – and the U.S. tech sector overall – generate gobs of free cash flow (&#8220;FCF&#8221;).</p>
<p>Across the sector, <a href="https://x.com/dopamine_uptake/status/1983483901474742675" target="_blank" rel="noopener">capex as a percentage of FCF</a> is much lower than it was at the peak of the Internet bubble a quarter century ago:</p>
<div class="content-image aligncenter"><a href="https://prod-api.stansberryterminal.com/api/articles/download/551384?session-id=SAC0013682474_52e0c908973277a8&amp;&amp;content_url=https://assets.stansberryresearch.com/uploads/sites/2/2025/11/WTE-2025-11-07-capex-FCF.png" target="_blank" rel="noopener"><img decoding="async" class="responsive wp-image-551379 size-full aligncenter" src="https://assets.stansberryresearch.com/uploads/sites/2/2025/11/WTE-2025-11-07-capex-FCF.png" alt="" width="540" /></a></div>
<p>The level of <a href="https://x.com/gunjanjs/status/1980636828941308283" target="_blank" rel="noopener">spending as a percentage of GDP</a> is also modest relative to other tech build-out booms:</p>
<div class="content-image aligncenter"><a href="https://prod-api.stansberryterminal.com/api/articles/download/551384?session-id=SAC0013682474_52e0c908973277a8&amp;&amp;content_url=https://assets.stansberryresearch.com/uploads/sites/2/2025/11/WTE-2025-11-07-historical-booms.png" target="_blank" rel="noopener"><img decoding="async" class="responsive wp-image-551375 size-full aligncenter" src="https://assets.stansberryresearch.com/uploads/sites/2/2025/11/WTE-2025-11-07-historical-booms.png" alt="" width="540" /></a></div>
<p>Another reason the current boom is different from the telecom one in the late 1990s is that the infrastructure today – mainly consisting of Nvidia (NVDA) chips – is &#8220;fully utilized,&#8221; as <a href="https://x.com/StockSavvyShay/status/1984195766110363842" target="_blank" rel="noopener">market strategist Shay Boloor</a> explains:</p>
<div class="content-image aligncenter"><a href="https://prod-api.stansberryterminal.com/api/articles/download/551384?session-id=SAC0013682474_52e0c908973277a8&amp;&amp;content_url=https://assets.stansberryresearch.com/uploads/sites/2/2025/11/WTE-2025-11-07-Shay-Boloor.png" target="_blank" rel="noopener"><img decoding="async" class="responsive wp-image-551373 size-full aligncenter" src="https://assets.stansberryresearch.com/uploads/sites/2/2025/11/WTE-2025-11-07-Shay-Boloor.png" alt="" width="540" /></a></div>
<p>Here&#8217;s my friend and former colleague <a href="https://x.com/enriqueabeyta/status/1984244660785623115" target="_blank" rel="noopener">Enrique Abeyta&#8217;s response</a> to this:</p>
<div class="content-image aligncenter"><a href="https://prod-api.stansberryterminal.com/api/articles/download/551384?session-id=SAC0013682474_52e0c908973277a8&amp;&amp;content_url=https://assets.stansberryresearch.com/uploads/sites/2/2025/11/WTE-2025-11-07-Enrique-Abeyta.png" target="_blank" rel="noopener"><img decoding="async" class="responsive wp-image-551378 size-full aligncenter" src="https://assets.stansberryresearch.com/uploads/sites/2/2025/11/WTE-2025-11-07-Enrique-Abeyta.png" alt="" width="540" /></a></div>
<p>So will businesses pay up for AI, warranting the massive amounts – trending toward <em>trillions</em> of dollars in the coming years – being spent on it?</p>
<p>The answer will largely depend on the extent to which <em>AI can replace humans</em>. In other words, if businesses can use AI to reduce headcount – or grow without having to increase headcount – then they will pay <em>a lot</em> of money for AI.</p>
<ul>
<li>11/04/2025 &#8211; <a href="https://www.msn.com/en-us/money/savingandinvesting/big-short-trader-makes-1bn-bet-against-ai-boom/ar-AA1PM0vU?ocid=msedgntp&amp;pc=U531&amp;cvid=690a105e205b4b11a7d11d50647ad269&amp;ei=15">‘Big Short’ trader makes $1bn bet against AI boom</a></li>
</ul>
<p data-t="{&quot;n&quot;:&quot;blueLinks&quot;,&quot;t&quot;:13,&quot;a&quot;:&quot;click&quot;,&quot;b&quot;:76}">A US investor depicted in the film The Big Short has placed a significant bet against artificial intelligence (AI).</p>
<p data-t="{&quot;n&quot;:&quot;blueLinks&quot;,&quot;t&quot;:13,&quot;a&quot;:&quot;click&quot;,&quot;b&quot;:76}">Michael Burry, who bet on a US housing market crash in the run-up to the 2007 crisis, has wagered $1.1bn (£840m) on falls in shares of chip-maker Nvidia and software company Palantir.</p>
<p data-t="{&quot;n&quot;:&quot;blueLinks&quot;,&quot;t&quot;:13,&quot;a&quot;:&quot;click&quot;,&quot;b&quot;:76}">On Monday, he posted a chart titled “US tech capex [capital expenditure] growth is matching the tech bubble of 1999-2000” and another showing how growth in demand for cloud computing at major tech companies is slowing.</p>
<p data-t="{&quot;n&quot;:&quot;blueLinks&quot;,&quot;t&quot;:13,&quot;a&quot;:&quot;click&quot;,&quot;b&quot;:76}">Mr Burry’s investment firm Scion Asset Management has bought “put” contracts covering $912m of shares in software company Palantir and $187m of shares in chip-maker Nvidia, according to analysis of the fund’s portfolio update by investment research platform Quiver Quantitative.</p>
<p data-t="{&quot;n&quot;:&quot;blueLinks&quot;,&quot;t&quot;:13,&quot;a&quot;:&quot;click&quot;,&quot;b&quot;:76}"><a href="https://x.com/QuiverQuant/status/1985464359750140237?ref_src=twsrc%5Etfw%7Ctwcamp%5Etweetembed%7Ctwterm%5E1985464359750140237%7Ctwgr%5Ed5e65a8e11392b7ae1f3fd5a2bf88cb9dca5bb4f%7Ctwcon%5Es1_&amp;ref_url=https%3A%2F%2Fwww.telegraph.co.uk%2Fbusiness%2F2025%2F11%2F04%2Fbig-short-trader-makes-1bn-bet-against-ai-boom%2F">(1) Quiver Quantitative on X: “BREAKING: Michael Burry just filed a portfolio update. He entered massive options positions betting against Nvidia and Palantir. He bought call options betting on Halliburton and Pfizer. Full portfolio up on Quiver. https://t.co/gImnU9dYYL” / X</a></p>
<p data-t="{&quot;n&quot;:&quot;blueLinks&quot;,&quot;t&quot;:13,&quot;a&quot;:&quot;click&quot;,&quot;b&quot;:76}"><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/G43JH67XQAEdfNo?format=jpg&amp;name=900x900" alt="Screenshot of Quiver Quantitative dashboard displaying Scion Asset Management LLC portfolio options holdings. Table lists stocks including PLTR with put type and 5000 holdings valued at 912100, NVDA put with 1000 holdings at 1858000, PFE call with 6000 at 1528000, HAL call with 2500 at 851500, and others like UUUU, JD, BABA with zero or low values. Columns show stock, type, holdings, value, change, and change value. Quiver Quantitative logo and join button visible at top." width="481" height="347" /></p>
<ul>
<li>10/17/2025 &#8211; Davidson on current thoughts of macro</li>
</ul>
<p><a href="https://www.valueplays.net/2025/10/17/subs-current-thoughts/">Subs: Current Thoughts – ValuePlays</a></p>
<p>The only thing I’d add to this is “crypto risk”. If you watch each of the last selloffs, Bitcoin get hits the first and the hardest.  This is because it has 24/7/365 liquidity and in times of panic, is the first thing sold.  Shorts sellers also know this and add to the drama.</p>
<p>A largest panic and selloff in crypto that lasts could easily bleed into stocks given the vast number of crypto holders out there now.</p>
<p>The US economy is in the early stages of a massive uplift due to the current government tariff policy. Capital is being returned into the US economy for manufacturing and basic industries i.e., steel, aluminum, energy and etc. This leads to building the necessary infrastructure and employment funded by those foreign businesses with a desire to sell their goods with their specific innovation in the US. Tariffs used this way are forcing every manufacturer to fall into merit-based production rather than rely on local tariff protection. This is a revolutionary process that forces individual innovation into the forefront of every addition to every country’s GDP.</p>
<p>For the US this process is likely to take at least 5yrs, likely longer, to garner the productive capacity that we have shifted overseas in past many decades. It is a rebalancing of individual country unique talents to use the tariff system in this fashion. Eventually tariffs will fall back to very low levels once trade balance is achieved based on merit-based compensation rather than selective government subsidy. Meanwhile, the US will regain the GDP associated with its own intellectual innovation that had been shipped overseas and lost to other nations basically for low labor and environmental costs.</p>
<p>Some of our suggested issues have already responded with significant price appreciation reflecting surprise revenue and profit growth. Some selling to rebalance the portfolios for issues yet to respond has been recommended. Yet, some with decent gains today, have such upside potential, i.e., Astronics(ATRO) , Cooper-Standard(CPS) and etc. that they make sense to continue to hold in the face of compelling price potential. ATRO and CPS each have decent potential to rise well over $100shr.</p>
<p>The eventual market top is very likely to be cut short by consumer delinquencies exceeding past thresholds signaling instability in consumer debt. Currently this is in my estimation at least 4yrts+ ahead.</p>
<p>Meanwhile very significant gains are yet ahead as retail sales rise to record levels.</p>
<ul>
<li>10/16/2025 &#8211; <a href="https://www.valueplays.net/2025/10/16/consumer-and-small-business-credit-holding/">Consumer and Small Business Credit Holding – ValuePlays</a></li>
</ul>
<p>“Davidson” submits:</p>
<blockquote><p>The primary lead up to recessions has been consumer delinquencies rising to identifiable thresholds. The next Fed report is not till late Nov 2025. Meanwhile, the market in general has focused on the debt level and not the consumer’s ability to handle this debt. Delinquencies at all levels have been near historically comfortable levels for consumer. This report by JPMorgan confirms that over-leveraged consumers are not a threat to the economy. That is: No Recession In Sight!</p>
<p><strong>Resilient consumers and small businesses lead to improved charge-off outlook, JPMorgan CFO says</strong></p>
<p>Oct. 14, 2025 9:41 AM ET<u><a href="https://seekingalpha.com/symbol/JPM#source=section%3Amain_content%7Csection_asset%3Ameta%7Cfirst_level_url%3Anews%7Csymbol%3AJPM" data-saferedirecturl="https://www.google.com/url?q=https://seekingalpha.com/symbol/JPM%23source%3Dsection%253Amain_content%257Csection_asset%253Ameta%257Cfirst_level_url%253Anews%257Csymbol%253AJPM&amp;source=gmail&amp;ust=1760632494363000&amp;usg=AOvVaw3PCBlUuwvDEXwck3hCnS-z">JPMorgan Chase &amp; Co. (JPM) Stock</a></u>By: <u><a href="https://seekingalpha.com/user/49447318#source=section%3Amain_content%7Csection_asset%3Ameta%7Cbutton%3Aauthor_name%7Cfirst_level_url%3Anews" data-saferedirecturl="https://www.google.com/url?q=https://seekingalpha.com/user/49447318%23source%3Dsection%253Amain_content%257Csection_asset%253Ameta%257Cbutton%253Aauthor_name%257Cfirst_level_url%253Anews&amp;source=gmail&amp;ust=1760632494363000&amp;usg=AOvVaw3FT1Myo2l2zJZsLqxcdGDL">Liz Kiesche</a></u>, SA News Editor</p>
<p>“Consumer and small businesses remain resilient,” JPMorganChase (NYSE:<u><a href="https://seekingalpha.com/symbol/JPM#hasComeFromMpArticle=false%23source=section%3Amain_content%7Cbutton%3Abody_link%7Cfirst_level_url%3Anews" data-saferedirecturl="https://www.google.com/url?q=https://seekingalpha.com/symbol/JPM%23hasComeFromMpArticle%3Dfalse%2523source%3Dsection%253Amain_content%257Cbutton%253Abody_link%257Cfirst_level_url%253Anews&amp;source=gmail&amp;ust=1760632494363000&amp;usg=AOvVaw00PczyTlFQTNfJALsd7lCs">JPM</a></u>) Chief Financial Officer Jeremy Barnum said on the company’s Q3 earnings call.</p>
<p><strong><em>Due to that resilience, the bank lowered its 2025 outlook for card charge-offs to ~3.3% from its prior guidance of ~3.6% as delinquency rates are coming in lower than the bank expected.</em></strong></p></blockquote>
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<ul>
<li>10/10/2025 &#8211; <a href="https://www.wsj.com/politics/policy/trump-china-tariffs-rare-earths-xi-meeting-8053c81a?mod=hp_lead_pos1">Trump Threatens Higher Tariffs on China Citing Restrictions on Rare-Earth Elements &#8211; WSJ</a> President signals other possible economic countermeasures, adding there is no reason to meet with Xi at APEC summit</li>
</ul>
<p><a href="https://www.wsj.com/livecoverage/stock-market-today-dow-sp-500-nasdaq-10-10-2025?mod=hp_lead_pos7">Stock Market Today: Trump Threatens &#8216;Massive&#8217; China Tariffs; Dow Falls — Live Updates</a></p>
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<p class="e141zjhk0 css-18f125c-FormattedText">U.S. stocks gave up their gains for the week Friday after President Trump <a href="https://truthsocial.com/@realDonaldTrump/115350455734003647">posted on Truth Social</a> that he may cancel a planned meeting with China&#8217;s president and that he is considering &#8220;a massive increase in tariffs&#8221; on Chinese products.</p>
</div>
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<p class="e141zjhk0 css-18f125c-FormattedText">The Nasdaq was down around 2% and the Dow 1% after earlier rising fractionally. Trump wrote:</p>
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<p class="e141zjhk0 css-1r36kfg-FormattedText">Some very strange things are happening in China! They are becoming very hostile, and sending letters to Countries throughout the World, that they want to impose Export Controls on each and every element of production having to do with Rare Earths, and virtually anything else they can think of, even if it’s not manufactured in China. Nobody has ever seen anything like this but, essentially, it would “clog” the Markets, and make life difficult for virtually every Country in the World, especially for China.</p>
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<div class="e141zjhk1 css-xm7a9b-ParagraphContainer">
<p class="e141zjhk0 css-18f125c-FormattedText">U.S. chip stocks <a href="https://www.wsj.com/livecoverage/stock-market-today-dow-sp-500-nasdaq-10-10-2025/card/chip-stocks-take-hit-from-trump-threat-to-ramp-up-china-tariffs-C5YpCucxLe1qc5lpVfqR">were hit hard</a>, with AMD falling 6% and Broadcom dropping 3%.</p>
</div>
<ul>
<li>10/08/2025 &#8211; Tilson&#8217;s viewpoint on the stock market</li>
</ul>
<p><a href="https://members.stansberryresearch.com/articles/whitney-tilsons-daily/a-huge-difference-between-the-dot-com-bubble-and-today-i-dont-expect-the-government-shutdown-to-derail-the-markets-paul-tudor-jones-predicts-a-blow-off-top-follow-up-on-interactive-brokers-6">A huge difference between the dot-com bubble and today; I don&#8217;t expect the government shutdown to derail the markets; Paul Tudor Jones predicts a &#8216;blow off&#8217; top; Follow-up on Interactive Brokers; 60 Minutes segment on &#8216;Guy Fieri and 24,000 missing tequila bottles&#8217; | Stansberry Research</a></p>
<p>Below is a new one – courtesy of the <a href="https://bilello.blog/2025/the-week-in-charts-10-7-25" target="_blank" rel="noopener">latest Week in Charts blog post from Creative Planning&#8217;s Charlie Bilello</a>&#8230;</p>
<p>It shows that the dividend yield of the S&amp;P 500 Index is close to the all-time low it reached in early 2000, at the peak of the dot-com bubble:</p>
<p>This looks ominous. But having lived (and run a hedge fund) through that period of total madness a quarter-century ago, I don&#8217;t think it&#8217;s the same today&#8230;</p>
<p>Yes, valuations are high&#8230; so investors should have modest expectations for stocks over the next five years</p>
<p><img loading="lazy" decoding="async" class="" src="https://assets.stansberryresearch.com/uploads/sites/2/2025/10/100825-WTE-Charlie-Bilello-Week-in-Charts-1.png" width="340" height="236" /></p>
<p>But there&#8217;s a <em>huge</em> difference: Earnings growth has supported the current run-up in the tech sector.</p>
<p>Take a look at the chart shared in <a href="https://x.com/rohanpaul_ai/status/1974939624566079838" target="_blank" rel="noopener">this recent post on social platform X</a>:</p>
<p><img loading="lazy" decoding="async" class="" src="https://assets.stansberryresearch.com/uploads/sites/2/2025/10/100825-WTE-X-rohanpaul_ai-chart.png" width="404" height="228" /></p>
<p>As the post notes regarding these charts:</p>
<blockquote><p>Back in the late 1990s, the IT sector price shot up way faster than the earnings. Prices jumped almost 600%, while earnings only grew around 30%. That&#8217;s what people called the &#8220;irrational exuberance&#8221; period – prices disconnected completely from company fundamentals.</p>
<p>Now look at the current cycle on the right. Since the ChatGPT launch in late 2022, both the price and earnings curves have moved up together. Prices are up about 97%, but earnings have also climbed sharply, nearly 87%.</p></blockquote>
<p>I&#8217;ve said it time and time again&#8230; If you own quality stocks or index/mutual funds, stay the course.</p>
<ul>
<li>09/23/2025 &#8211; Powell speaks Tuesday to the Greater Providence Chamber of Commerce 2025 Economic Outlook Luncheon</li>
</ul>
<p><a href="https://www.youtube.com/watch?v=LNAtculk9Cs&amp;t=533s">Federal Reserve Chair Jerome Powell speaks on interest rates and the economy — 9/23/2025 &#8211; YouTube</a></p>
<p><a href="https://www.wsj.com/economy/central-banking/powell-describes-rates-as-modestly-restrictive-keeping-door-open-to-cuts-397ac3f7?mod=hp_lead_pos2">Powell Describes Rates as ‘Modestly Restrictive,’ Keeping Door Open to Cuts &#8211; WSJ</a> Fed chair warns ‘there is no risk-free path’ after officials cut rates last week</p>
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<li class="css-czt13m">
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<p class="css-1ese8zm">Chair Jerome Powell stated the Fed’s interest-rate stance remains “modestly restrictive” after a recent rate cut.</p>
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</li>
<li class="css-czt13m">
<div class="css-143fi60">
<p class="css-1ese8zm">Powell noted that tariff increases are likely to cause one-time price increases, but added “a ‘one-time’ increase does not mean ‘all at once’”—saying the effect will likely be spread over several quarters.</p>
</div>
</li>
<li class="css-czt13m">
<div class="css-1y1odwv">
<p class="css-1ese8zm">A narrow majority of Fed officials projected at least two additional rate cuts this year, implying moves in October and December.</p>
</div>
</li>
</ol>
<p><a href="https://www.msn.com/en-us/money/markets/fed-chief-powell-says-stock-prices-appear-fairly-highly-valued/ar-AA1N9kXd?ocid=msedgntp&amp;pc=U531&amp;cvid=68d2e161a9b548b79f21607882388e14&amp;ei=13">Fed Chief Powell says stock prices appear &#8216;fairly highly valued&#8217;</a> Federal Reserve Chair Jerome Powell on Tuesday noted that asset prices, a category that typically includes stocks and other risk instruments, are at elevated levels. Though Powell noted the lofty equity values, he said this is &#8220;not a time of elevated financial stability risks.&#8221;</p>
<p><a href="https://www.cnbc.com/2025/09/23/watch-fed-chair-jerome-powell-speak-live-on-interest-rates-and-the-economy.html?msockid=2222dbf81ce961ad06bdd63d1dcb604e">Watch Fed Chair Jerome Powell speak live on interest rates and the economy</a></p>
<p>In his post-meeting news conference, Powell characterized the reduction as “risk management” as officials become more concerned with weakness in the labor market than the threat from inflation. Meeting participants indicated a likelihood of two more cuts this year followed by additional reductions in the next two years.</p>
<ul>
<li>09/18/2025 &#8211; <a href="https://www.wsj.com/politics/policy/trump-manufacturing-federal-land-ef3c02ba?mod=hp_lead_pos2">Trump’s Team Explores Government-Backed Manufacturing Boost &#8211; WSJ</a> Discussions center on how to use money from a $550 billion fund to spur construction of factories and other infrastructure</li>
<li>09/17/2025 &#8211; FOMC meeting</li>
</ul>
<p><a href="https://www.youtube.com/live/6FkebAzm7ZQ">LIVE | US Fed FOMC meeting: Watch Jerome Powell announce the US Fed rate decision | Trump &#8211; YouTube</a></p>
<ul>
<li>09/10/2025 &#8211; <a href="https://www.valueplays.net/2025/09/10/employment-flat/">Employment Flat – ValuePlays</a></li>
</ul>
<p>“Davidson” submits:</p>
<blockquote>
<div dir="ltr">The Establishment Survey rose 22,000 and the Household Survey rose 288,000. As illegal alien deportations, self or government induced, are numbered between 1-2mil individuals, employment has stalled. This can be clearly visualized in the chart. Government employment is declining as policy changes shrink the total DC govt employment. The rise in native-born employment is reported as rising but is hidden by the decreasing non-native exits. This should prove a multi-year impact and make these series by themselves unreliable regarding historical measures of economic activity.</div>
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<div>Instead, we must rely on Real Personal Income, Real Retail Sales, Capacity and Capacity Utilization, Construction Spending,  Durable Goods Orders, Industrial Production and Consumer Debt Delinquencies while keeping in mind that they must fit the consensus-narratives present in markets that represent the drivers of both economic activity and market psychology. Market prices always represent market psychology which in recent years has lagged economics.</div>
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<div>Where the economics diverge from market prices lays market opportunities that are generally worth exploiting. At present the economics are decently positive while market psychology remains skewed to AI related issues.</div>
<div dir="ltr"></div>
<div dir="ltr">Excerpt from the September report:</div>
<div><b>“Total nonfarm payroll employment changed little in August (+22,000) and has shown little change since April, the U.S. Bureau of Labor Statistics (BLS) reported today. The unemployment rate, at 4.3 percent, also changed little in August. A job gain in health care was partially offset by losses in federal government and in mining, quarrying, and oil and gas extraction.”</b></div>
</div>
</div>
</div>
</blockquote>
<ul>
<li>08/31/2025 &#8211; <a href="https://www.wsj.com/finance/stocks/stock-market-valuation-highs-ac291e72?mod=hp_lead_pos1">U.S. Stocks Are Now Pricier Than They Were in the Dot-Com Era &#8211; WSJ</a></li>
</ul>
<p>The S&amp;P 500 has never been this expensive, or more concentrated in fewer companies</p>
<ul>
<li>08/31/2025 &#8211; <a href="https://x.com/ShrimpTeslaLong/status/1961973888981860662">(1) Joseph <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f48e.png" alt="💎" class="wp-smiley" style="height: 1em; max-height: 1em;" /><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/270c.png" alt="✌" class="wp-smiley" style="height: 1em; max-height: 1em;" /><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1fa91.png" alt="🪑" class="wp-smiley" style="height: 1em; max-height: 1em;" /><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f1fa-1f1f8.png" alt="🇺🇸" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Tesla Long Term Investor on X: &#8220;It’s probably nothing. https://t.co/qDay7lQs8T&#8221; / X</a></li>
</ul>
<p><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/GzpU2UuagAAW746?format=jpg&amp;name=large" alt="Image" width="373" height="356" /></p>
<h3><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">The image shared by <span style="font-size: 1.4em;">@ShrimpTeslaLong</span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">, featuring Donald Trump with a globe and the text &#8220;THE WORLD WILL SOON UNDERSTAND&#8221; and &#8220;NOTHING CAN STOP WHAT IS COMING,&#8221; aligns with a surge in cryptic political messaging, possibly tied to recent global tensions, as indicated by the Pentagon Pizza Index hitting DEFCON 1 on August 30, 2025, suggesting heightened military activity.</span></span></h3>
<ul>
<li>08/22/2025 &#8211; <a href="https://www.wsj.com/economy/central-banking/powell-highlights-job-market-worries-opening-path-to-rate-cut-4169a7ba?mod=hp_lead_pos1">Fed Chair Powell Opens Path for Interest-Rate Cuts in Jackson Hole Speech &#8211; WSJ</a> During his annual speech in Jackson Hole, Wyo., Fed Chair Jerome Powell discussed the potential for the central bank to cut interest rates.</li>
<li>08/22/2025 &#8211; be careful of the inflated market due to margin debt <a href="https://x.com/_Investinq/status/1958554460566806750">(2) StockMarket.News on X: &#8220;<img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f6a8.png" alt="🚨" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Margin debt just hit a fresh all-time high: $1.022 trillion. The market is on fire, but so is the leverage behind it. This is one of the most dangerous signals in the markets right now. ( a thread) https://t.co/DKdONd8QKD&#8221; / X</a></li>
</ul>
<p><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/Gy4u5vnWQAAo6_q?format=jpg&amp;name=large" alt="Image" width="417" height="260" /></p>
<p><a href="https://x.com/_Investinq/status/1958554530322264345">StockMarket.News on X: &#8220;In inflation-adjusted terms, debt rose 1.3% MoM, pushing real leverage to its highest level since late 2021. We’re still slightly below the inflation-adjusted peak from October 2021, but the gap is closing fast and the setup is eerily familiar. https://t.co/crEicZBSAd&#8221; / X</a></p>
<p><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/Gy4u9yIXcAApC06?format=jpg&amp;name=large" alt="Image" width="399" height="277" /></p>
<ul>
<li>08/11/2025 &#8211; <a href="https://www.wsj.com/finance/stocks/stock-buybacks-2025-3b0ddedd?mod=hp_lead_pos2">Corporate America’s Stock Buyback Spree: A Sign of Strength or a Red Flag? &#8211; WSJ</a> Buybacks are expected to top $1.1 trillion in 2025, led by big banks and tech firms</li>
</ul>
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<li class="css-czt13m">
<div class="css-143fi60">
<p class="css-1ese8zm">American companies are on pace to repurchase over $1.1 trillion of their shares in 2025, an all-time high.</p>
</div>
</li>
<li class="css-czt13m">
<div class="css-143fi60">
<p class="css-1ese8zm">Tech giants such as Apple and Alphabet, plus big banks such as JPMorgan Chase, are leading the buyback charge.</p>
</div>
</li>
<li class="css-czt13m">
<div class="css-1y1odwv">
<p class="css-1ese8zm">Strong earnings and tax cuts are helping companies repurchase shares, while trade confusion stalls investments.</p>
</div>
<p><img loading="lazy" decoding="async" class="aligncenter wp-image-13494" src="http://www.timelessinvestor.com/wp-content/uploads/2025/08/buybacks.png" alt="" width="399" height="319" srcset="http://www.timelessinvestor.com/wp-content/uploads/2025/08/buybacks.png 806w, http://www.timelessinvestor.com/wp-content/uploads/2025/08/buybacks-300x240.png 300w, http://www.timelessinvestor.com/wp-content/uploads/2025/08/buybacks-768x614.png 768w" sizes="auto, (max-width: 399px) 100vw, 399px" /></li>
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<p class="css-1akm6h5-Paragraph e1e4oisd0" data-type="paragraph">Strong earnings growth and tax cuts have helped fill corporate coffers, while powering stocks out of their tariff-driven April rout and lifting the S&amp;P 500 and Nasdaq composite to fresh records. At the same time, the confusion around trade has stalled many <a class="ekxajjj0 css-i0lbhy-OverridedLink" href="https://www.wsj.com/business/tariffs-companies-spending-2025-0c84b037?mod=article_inline" target="_blank" rel="noopener" data-type="link">businesses’ investment plans</a>, making buybacks a more appealing use of incoming cash.</p>
<p class="css-1akm6h5-Paragraph e1e4oisd0" data-type="paragraph">“Things are better than everyone makes them seem,” said Jeffrey Yale Rubin, president of Birinyi Associates. “Companies are flush with cash. They were in healthy shape even before the better earnings.”</p>
<p data-type="paragraph"><img loading="lazy" decoding="async" class="aligncenter wp-image-13496" src="http://www.timelessinvestor.com/wp-content/uploads/2025/08/buybacks.companies.png" alt="" width="273" height="452" srcset="http://www.timelessinvestor.com/wp-content/uploads/2025/08/buybacks.companies.png 390w, http://www.timelessinvestor.com/wp-content/uploads/2025/08/buybacks.companies-181x300.png 181w" sizes="auto, (max-width: 273px) 100vw, 273px" /></p>
<ul>
<li>08/08/2025 &#8211; <a href="https://x.com/Barchart/status/1953880969859010645">(1) Barchart on X: &#8220;$7.4 Trillion is now sitting in Money Market Funds, a new a all-time high <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f6a8.png" alt="🚨" class="wp-smiley" style="height: 1em; max-height: 1em;" /><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f6a8.png" alt="🚨" class="wp-smiley" style="height: 1em; max-height: 1em;" /><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f6a8.png" alt="🚨" class="wp-smiley" style="height: 1em; max-height: 1em;" /> https://t.co/yUTyVadeWv&#8221; / X</a></li>
</ul>
<p><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/Gx2UICrWcAAX6Nj?format=jpg&amp;name=4096x4096" alt="Image" width="370" height="246" /></p>
<ul>
<li>08/08/2025 &#8211; <a href="https://www.wsj.com/economy/central-banking/trump-fed-reserve-chair-search-expansion-3fe4ceaa?mod=hp_lead_pos1">Exclusive | Trump’s Team Expands Search for Fed Chair, Adding New Names to List &#8211; WSJ</a> The president’s advisers are reviewing new contenders, including former St. Louis Fed President James Bullard and Marc Sumerlin, a former George W. Bush adviser</li>
<li>08/03/2025 &#8211; what could go wrong</li>
</ul>
<p><a href="https://x.com/amitisinvesting/status/1951326670515765725">(2) amit on X: &#8220;TRUMP ISSUES NUCLEAR SUBMARINES TO POSITION NEAR RUSSIA “Just in case these foolish and inflammatory statements are more than just that.” https://t.co/Y85705nIYh&#8221; / X</a></p>
<p><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/GxSBQoOWQAA6cXs?format=jpg&amp;name=large" alt="Image" width="347" height="272" /></p>
<ul>
<li>08/02/2025 &#8211; it seems like Buffett is cautious on the current market</li>
</ul>
<p><a href="https://www.wsj.com/business/earnings/berkshire-hathaway-q2-earnings-warren-buffett-deeff105?mod=hp_lead_pos3">Berkshire’s Quarterly Earnings Drop on Insurance Results, Currency Moves &#8211; WSJ</a> Warren Buffett’s conglomerate continued to stockpile cash and refrain from buybacks during market’s climb to record highs</p>
<ul>
<li>08/01/2025 &#8211; <a href="https://www.wsj.com/livecoverage/jobs-report-today-stock-market-08-01-2025?mod=hp_lead_pos1">Stock Market Today: Dow Falls 600 Points on Weak Jobs Report, New Trump Tariffs — Live Updates</a> traders saw an 83% chance the <a href="https://www.wsj.com/livecoverage/jobs-report-today-stock-market-08-01-2025/card/job-market-slowdown-will-test-fed-s-reluctance-to-cut-rates-FeOqLl9IDjbr27MdLdOl">Fed will cut</a> rates at its next meeting in September</li>
</ul>
<p>​A weak jobs report and President Trump&#8217;s revamped tariff plan weighed on markets Friday, with <a href="https://www.wsj.com/livecoverage/jobs-report-today-stock-market-08-01-2025/card/rate-cut-bets-jump-treasury-yields-fall-after-soft-jobs-report-1NZuoHDwNf3hOXOQdLJv">investors ramping up bets</a> that the Federal Reserve will now be more inclined to cut rates to support the economy.</p>
<p>Futures pricing Friday afternoon suggested traders saw an 83% chance the <a href="https://www.wsj.com/livecoverage/jobs-report-today-stock-market-08-01-2025/card/job-market-slowdown-will-test-fed-s-reluctance-to-cut-rates-FeOqLl9IDjbr27MdLdOl">Fed will cut</a> rates at its next meeting, according to CME Group data, up from 38% on Thursday.</p>
<ul>
<li>07/31/2025 &#8211; <a href="https://www.wsj.com/economy/jobs/jobs-report-july-2025-unemployment-economy-8bc3ad8e">Jobs Report Shows Hiring Slowed in July, With 73,000 New Jobs; Unemployment Ticks Up to 4.2% &#8211; WSJ</a></li>
</ul>
<ol class="css-17pafyp" role="list">
<li class="css-czt13m">
<div class="css-143fi60">
<p class="css-1ese8zm">U.S. job growth slowed to 73,000 in July, below expectations, signaling potential labor market weakness.</p>
</div>
</li>
<li class="css-czt13m">
<div class="css-143fi60">
<p class="css-1ese8zm">The unemployment rate edged up to 4.2%, while revisions showed 258,000 fewer jobs added in prior months.</p>
</div>
</li>
<li class="css-czt13m">
<div class="css-1y1odwv">
<p class="css-1ese8zm">Economists debate the economy’s direction amid tariffs, immigration changes, and shifting consumer behavior.</p>
</div>
</li>
</ol>
<ul>
<li>07/30/2025 &#8211; <a href="https://www.federalreserve.gov/monetarypolicy/fomcpresconf20240731.htm">The Fed &#8211; July 30-31, 2024 FOMC Meeting</a></li>
</ul>
<p><a href="https://www.federalreserve.gov/mediacenter/files/fomcpresconf20240731.pdf">Transcript of Chair Powell&#8217;s Press Conference &#8212; July 31, 2024</a></p>
<p><a href="https://www.wsj.com/economy/central-banking/fed-holds-rates-steady-but-two-officials-back-a-cut-6fc17c67?mod=WSJ_home_mediumtopper_pos_1">Fed Holds Rates Steady, but Two Officials Back a Cut &#8211; WSJ</a></p>
<p class="css-1akm6h5-Paragraph e1e4oisd0" data-type="paragraph">Ahead of Wednesday’s decision, Trump said he thought the Fed would cut rates in September. Mr Trump had told reporters shortly before the Fed announcement that “I hear they’re going to do it in September.” However, Mr Powell said: “We have made no decisions about September. We don’t do that in advance.”</p>
<p class="css-1akm6h5-Paragraph e1e4oisd0" data-type="paragraph"><em><strong>Powell deflected such speculation, leaving the Fed’s options wide open. He made no effort to tee up a September cut, even though he also wouldn’t rule it out.</strong> </em>Expectations of a rate cut declined modestly on Wednesday. After the meeting, investors in interest-rate futures markets saw a roughly 45% chance of a September cut.</p>
<p data-type="paragraph">Powell and his colleagues are studying how tariffs filter through inflation data in the midst of anxiety that higher goods prices will keep inflation above the Fed’s 2% goal for a fifth year. Inflation has declined notably from 2021-23 highs without the recession many economists had predicted, but officials are cautious about declaring victory and possibly reigniting price pressures by cutting rates prematurely.</p>
<p data-type="paragraph">On the fiscal front, Trump signed a major tax cut package this month. Some Republican lawmakers are discussing consumer rebates that could add stimulus to an economy the central bank views as near full capacity—raising the odds Fed officials would regret cutting rates if the labor market remains steady.</p>
<p data-type="paragraph">The July meeting represented an initial fracturing of a Fed consensus to hold steady that emerged six months ago. The question that could further <a class="ekxajjj0 css-i0lbhy-OverridedLink" href="https://www.wsj.com/economy/central-banking/a-divided-fed-eyes-future-rate-cuts-but-wont-move-this-week-c8769446?mod=article_inline" target="_blank" rel="noopener" data-type="link">divide policymakers</a> in the coming months is whether tariffs will damage the economy faster than they fuel inflation, and whether waiting for answers risks misjudging any course correction on either front.</p>
<p data-type="paragraph">The September decision could prove straightforward if the data breaks decisively in either direction. Sticky inflation readings alongside solid growth would make it easier to defer rate cuts, while clear economic deterioration would justify cutting. But if the current muddle persists, Powell faces more agonizing decisions.</p>
<ul>
<li>07/29/2025 &#8211; <a href="https://www.msn.com/en-us/money/other/secretary-lutnick-trade-deals-for-the-world-will-be-done-by-friday-but-china-will-take-longer/vi-AA1JvNhy?ocid=msedgntp&amp;pc=U531&amp;cvid=4d7c82166efa46019a777ce53168ed46&amp;ei=51">Secretary Lutnick: Trade deals for &#8216;the world&#8217; will be &#8216;done by Friday,&#8217; but China will take longer | Watch</a> &#8211; August 01 is the day for deal with the whole world, except China</li>
<li>07/27/2025 &#8211; <a href="https://www.wsj.com/finance/stocks/five-signs-of-a-market-bubble-investors-are-tracking-ddbea944?mod=hp_lead_pos7">Five Signs of a Market Bubble Investors Are Tracking &#8211; WSJ</a></li>
</ul>
<div class="css-143fi60">
<ol>
<li class="css-1ese8zm">Speculative stocks like Opendoor and Kohl’s are surging, reminiscent of 2021’s meme stock frenzy.</li>
<li class="css-1ese8zm">Crypto prices are rising, fueled by Trump administration policies and companies adding bitcoin to their balance sheets.</li>
<li class="css-1ese8zm">Market breadth is improving and the economy remains strong, but stock valuations are stretched and the job market shows signs of weakening.</li>
<li>stock valuations are stretched. The equity risk premium, defined as the gap between the S&amp;P 500’s projected earnings yield and the yield on 10-year Treasurys, is close to zero. That means that the extra return for owning stocks over lower-risk bonds has nearly vanished, which investors consider an unhealthy sign.</li>
</ol>
<p><img loading="lazy" decoding="async" class="aligncenter wp-image-13375" src="http://www.timelessinvestor.com/wp-content/uploads/2025/07/risk.premium.png" alt="" width="430" height="221" srcset="http://www.timelessinvestor.com/wp-content/uploads/2025/07/risk.premium.png 808w, http://www.timelessinvestor.com/wp-content/uploads/2025/07/risk.premium-300x154.png 300w, http://www.timelessinvestor.com/wp-content/uploads/2025/07/risk.premium-768x395.png 768w" sizes="auto, (max-width: 430px) 100vw, 430px" /></p>
</div>
<ul>
<li>04/16/2025 &#8211; <a href="https://www.youtube.com/watch?v=MuNo6fhuRpk">Bessent on Trade Talks, Powell Future, Argentina, Dollar &#8211; YouTube</a> &#8211; to look at whole picture tariff, tax and deregulation, do not only look at tariff</li>
</ul>
<p><a href="https://www.youtube.com/watch?v=TcDYNmy-K74">&#8216;A UFC Battle Between China &amp; US&#8217; says Dan Ives</a></p>
<ul>
<li>04/14/2025 &#8211; to be read <a href="https://www.wsj.com/economy/trade/us-china-tariffs-trade-war-6f143252?mod=hp_major_pos2">The U.S. and China Are Going to Economic War—and Everyone Will Suffer &#8211; WSJ</a></li>
</ul>
<p><a href="https://www.wsj.com/economy/trade/us-exports-services-trump-tariff-calculations-fe481e2b?mod=economy_trendingnow_article_pos4">Trump’s Trade Math Ignores a Major Export: American Services &#8211; WSJ</a></p>
<p><a href="https://www.wsj.com/tech/nvidia-to-make-ai-supercomputers-entirely-in-u-s-b9b72bbc?mod=tech_lead_story">Nvidia to Produce Entirely U.S.-Made AI Supercomputers in Texas &#8211; WSJ</a></p>
<p><a href="https://www.wsj.com/tech/ai/humanoid-robots-are-lousy-co-workers-china-wants-to-be-first-to-change-that-0fe8528c?mod=series_chatgptai">Humanoid Robots Are Lousy Co-Workers. China Wants to Be First to Change That. &#8211; WSJ</a></p>
<ul>
<li>04/14/2025 &#8211; <a href="https://x.com/elonmusk/status/1911778992949969231">(1) Elon Musk on X: &#8220;I saw this coming tbh <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f602.png" alt="😂" class="wp-smiley" style="height: 1em; max-height: 1em;" /> https://t.co/u9u6R8TjuF&#8221; / X</a></li>
</ul>
<p><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/GogA3K2W0AAASpC?format=jpg&amp;name=medium" alt="Image" width="396" height="144" /></p>
<ul>
<li>04/13/2025 &#8211; <a href="https://www.wsj.com/tech/trump-exempts-smartphones-other-electronics-from-chinese-tariffs-dd8eb31f?mod=hp_lead_pos1">Trump Exempts Smartphones, Other Electronics From Chinese Tariffs &#8211; WSJ</a> Announced in a filing late Friday, the move is a big reprieve for Apple and other tech companies</li>
</ul>
<p class="css-1akm6h5-Paragraph e1e4oisd0" data-type="paragraph">Smartphones, laptop computers, memory chips and other electronics will be exempt from President <a class="ekxajjj0 css-i0lbhy-OverridedLink" href="https://www.wsj.com/topics/person/donald-trump" target="_blank" rel="noopener" data-type="person">Trump</a>’s <a class="ekxajjj0 css-i0lbhy-OverridedLink" href="https://www.wsj.com/economy/trade/trump-says-tariffs-are-reciprocal-they-arent-fa80d94e?mod=article_inline" target="_blank" rel="noopener" data-type="link">so-called reciprocal tariffs</a>, another step back that could ease some consumer <a class="ekxajjj0 css-i0lbhy-OverridedLink" href="https://www.wsj.com/tech/personal-tech/iphone-apple-tariffs-china-bb20c7a3?mod=article_inline" target="_blank" rel="noopener" data-type="link">concerns about an immediate jump in costs</a> for tech products imported from China.</p>
<p class="css-1akm6h5-Paragraph e1e4oisd0" data-type="paragraph"><a class="ekxajjj0 css-i0lbhy-OverridedLink" href="https://content.govdelivery.com/bulletins/gd/USDHSCBP-3db9e55?wgt_ref=USDHSCBP_WIDGET_2" target="_blank" rel="noopener" data-type="link">New guidance</a> published late Friday by U.S. Customs and Border Protection also exempts machines used to create semiconductors, plus products including computer monitors, tablets, Apple watches and computers from the tariffs Trump imposed in his <a class="ekxajjj0 css-i0lbhy-OverridedLink" href="https://www.federalregister.gov/documents/2025/04/07/2025-06063/regulating-imports-with-a-reciprocal-tariff-to-rectify-trade-practices-that-contribute-to-large-and" target="_blank" rel="noopener" data-type="link">April 2 executive order</a>, which mandated levies of 10% of the value of almost all U.S. imports, and set higher rates on imports from some countries. Trump later boosted the level of these reciprocal tariffs on China to 125%, and <a class="ekxajjj0 css-i0lbhy-OverridedLink" href="https://www.wsj.com/politics/elections/trump-authorizes-90-day-pause-on-reciprocal-tariffs-f31d5097?mod=article_inline" target="_blank" rel="noopener" data-type="link">issued a 90-day pause</a> on tariffs above 10% for other countries.</p>
<div class="paywall css-1u1nl00-PaywalledContentContainer e1qcjy9n0">
<p class="css-1akm6h5-Paragraph e1e4oisd0" data-type="paragraph">In all, 20 categories of products are affected. The biggest impact is on imports from China, because of the heights to which tariff rates had risen in recent days. In addition to the reciprocal tariffs, the Trump administration has imposed tariffs of 20% on Chinese imports over that nation’s role in the fentanyl trade, which the White House said aren’t subject to the exemptions.</p>
<p class="css-1akm6h5-Paragraph e1e4oisd0" data-type="paragraph"><em><strong>“This represents a small step by the U.S. in correcting its erroneous unilateral approach,” said a statement from China’s ministry of commerce.</strong></em></p>
<p data-type="paragraph"><em><strong>The exempted tech products accounted for roughly $100 billion in U.S. imports from China in 2024, according to Census Bureau data, or 23% of total imports from the country. Last year, 26% of all imports of the excluded products were from China—but 81% of smartphones and 78% of computer monitors came from there.</strong></em></p>
</div>
<ul>
<li>04/13/2025 &#8211; <a href="https://x.com/DivesTech/status/1911128253554938219">Dan Ives on X: &#8220;The next Street focus will be auto/auto parts tariffs and how this impacts Tesla and Detroit Big 3. I continue to believe the best case is finished cars vs including parts…will be big positive for auto sector if tariff changes. Once deals/exemptions start Street asks who’s next&#8221; / X</a></li>
</ul>
<p><a href="https://x.com/DivesTech/status/1911044081318326498">Dan Ives on X: &#8220;Finally the news US tech investors were dreaming of…chips/smartphones/computers exempt from tariffs. US Big Tech spoke and the White House made the right move at the right time. Massive relief for market and tech stocks into Sunday night <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f3c6.png" alt="🏆" class="wp-smiley" style="height: 1em; max-height: 1em;" /><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f447.png" alt="👇" class="wp-smiley" style="height: 1em; max-height: 1em;" /><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f402.png" alt="🐂" class="wp-smiley" style="height: 1em; max-height: 1em;" /> https://t.co/t2aA21OJ7C&#8221; / X</a></p>
<p><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/GoVkdkeX0AAoEvc?format=jpg&amp;name=medium" alt="Image" width="414" height="507" /></p>
<ul>
<li>04/12/2025 &#8211; Buffett&#8217;s thought on tarriff from May 2018</li>
</ul>
<p><a href="https://x.com/BourbonCap/status/1910825742939688979">Bourbon Capital on X: &#8220;Warren Buffett: There are levels of trade deficit that bother me &#8220;when you are, in effect, buying more from other countries than they&#8217;re buying from you, you are handing them investment funds&#8221; &#8220;we don&#8217;t want it to be a question of where we import 20% of our GDP and we export https://t.co/mEVIgdfjHi&#8221; / X</a></p>
<p>Warren Buffett: There are levels of trade deficit that bother me &#8220;when you are, in effect, buying more from other countries than they&#8217;re buying from you, you are handing them investment funds&#8221; &#8220;we don&#8217;t want it to be a question of where we import 20% of our GDP and we export nothing. Now, we could all quit working, and we could handle little pieces of paper to the rest of the world. They could keep sending us food, they could send us autos, they could send us all kinds of things. But eventually, they have claims on all our wealth&#8221; Trust the process: short-term pain for long-term gain.</p>
<ul>
<li>04/12/2025 &#8211; <a href="https://www.wsj.com/politics/policy/scott-bessent-trade-war-d36022d7?mod=hp_lead_pos2">Wall Street’s Best Hope to End Trump’s Global Trade War Is One of Its Own &#8211; WSJ</a> Treasury Secretary Scott Bessent, a former hedge-fund manager, is trying to execute one of highest-stakes gambles in modern political and economic history</li>
</ul>
<p>Bessent gave a speech to the American Bankers Association telegraphing the Trump team’s new strategy. <strong>“We can probably reach a deal with our allies,” Bessent said. “And then we can approach China as a group.</strong>”</p>
<ul>
<li>04/11/2025 &#8211; Ackman&#8217;s thought experiment</li>
</ul>
<p><a href="https://x.com/BillAckman/status/1910715542593249411">(1) Bill Ackman on X: &#8220;A thought experiment. Imagine if: Within the next 89 days, the US, Europe, and Japan agree to go zero/zero on tariffs and remove all trade barriers. Then Europe and Japan join the US in raising tariffs on China to 145%. Then the US, Europe and Japan as a united front&#8221; / X</a></p>
<p>A thought experiment. Imagine if: Within the next 89 days, the US, Europe, and Japan agree to go zero/zero on tariffs and remove all trade barriers. Then Europe and Japan join the US in raising tariffs on China to 145%. Then the US, Europe and Japan as a united front negotiate with China to remove tariffs and trade barriers, and put in place strong structural protections for IP.</p>
<ul>
<li>04/11/2025 &#8211; I need to fully understand the bond market and Trump&#8217;s decision</li>
</ul>
<p><a href="https://www.wsj.com/finance/investing/the-simple-explanation-for-this-weeks-treasury-market-mayhem-9351f339">The Simple Explanation for This Week’s Treasury Market Mayhem &#8211; WSJ</a></p>
<p><a href="https://www.natesilver.net/p/we-shouldnt-rely-on-markets-to-tame">We shouldn&#8217;t rely on markets to tame Trump &#8211; by Nate Silver</a></p>
<p><a href="https://www.wsj.com/finance/investing/the-simple-explanation-for-this-weeks-treasury-market-mayhem-9351f339">The Simple Explanation for This Week’s Treasury Market Mayhem &#8211; WSJ</a></p>
<p><a href="https://www.youtube.com/watch?v=8yKupF2j4RY">The Death of US-China Trade || Peter Zeihan</a></p>
<ul>
<li>04/11/2025 &#8211; Grannis&#8217;s take on Tariffs <a href="https://scottgrannis.blogspot.com/">Calafia Beach Pundit</a> To repeat what I said months ago, <a href="https://scottgrannis.blogspot.com/2025/01/monetary-policy-trumps-tariffs.html">tariffs don&#8217;t cause inflation</a>. Only monetary policy causes inflation.</li>
</ul>
<p>I agree with what Bill Ackman said yesterday. By waiting until panic set in before announcing a reprieve, Trump forced the world to see first-hand what the results of a global tariff war would lead to. And he also put tremendous pressure on China, the biggest bad actor of global trade, to change its ways. It was a master-stroke of persuasion. Until yesterday I had begun to fear that Trump was making a huge mistake. Now my fears have been assuaged. We&#8217;re not out of the tariff woods yet, but the prospects for a favorable resolution have improved dramatically. Maybe those tariffs Trump threatened weren&#8217;t so bad after all, if they help the world understand how bad they can be.</p>
<p>Now let me comment briefly on today&#8217;s CPI release, which was a pleasant surprise. The chart below says it all:</p>
<div>Chart #1</div>
<div class="separator"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiHuLq98pnVXW07sozAfHsb4_il54rfwxAAdlr8J2NqL7fiaKfVh3wsPFKGHhImETRMCqok4Cq7kG_LPfl0UPogW9ulCYXHPhdDFBih6deeAAP6JBr6dNnRKRb80NJR4DrNV753aVB6fQYpElGZgvZrR3ANJzOazUh1_EeqwrsbPbChgvThtUBT9nbyLDw/s2433/CPI%20less%20shelter%20yoy.jpg"><img loading="lazy" decoding="async" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiHuLq98pnVXW07sozAfHsb4_il54rfwxAAdlr8J2NqL7fiaKfVh3wsPFKGHhImETRMCqok4Cq7kG_LPfl0UPogW9ulCYXHPhdDFBih6deeAAP6JBr6dNnRKRb80NJR4DrNV753aVB6fQYpElGZgvZrR3ANJzOazUh1_EeqwrsbPbChgvThtUBT9nbyLDw/w400-h233/CPI%20less%20shelter%20yoy.jpg" width="400" height="233" border="0" data-original-height="1408" data-original-width="2433" /></a></div>
<p>Chart #1 compares the year over year change in the CPI index with the same change in the CPI index ex-shelter. The ex-shelter version of the CPI has increased by 2.3% or less for the past 23 months (since May 2023), and it has averaged a mere 1.7% per year for almost two years. In the past year, ex-shelter inflation was only 1.5%. <i>Only shelter costs have kept the broader CPI from long ago meeting the Fed&#8217;s objective, </i>and their impact is continuing to fade away. To repeat what I said months ago, <a href="https://scottgrannis.blogspot.com/2025/01/monetary-policy-trumps-tariffs.html">tariffs don&#8217;t cause inflation</a>. Only monetary policy causes inflation. So far the Fed has been doing a pretty good job of neutralizing the monetary excesses of 2020 and 2021.</p>
<ul>
<li>04/11/2025 &#8211; Tilson&#8217;s take on Tariff <a href="https://members.stansberryresearch.com/articles/whitney-tilsons-daily/im-waiting-for-my-spidey-sense-to-start-tingling-president-trump-is-more-concerned-about-interest-rates-and-the-bond-market-than-the-stock-market-nate-silver-on-why-relying-on-the-markets-to">I&#8217;m waiting for my &#8216;spidey sense&#8217; to start tingling; President Trump is more concerned about interest rates and the bond market than the stock market; Nate Silver on why relying on the markets to &#8216;tame Trump&#8217; is a mistake; Nobody seems to care much about the March inflation report | Stansberry Research</a></li>
</ul>
<p>Most stock investors aren&#8217;t aware of this&#8230;</p>
<p>But the bond markets are much larger than stock markets – and bond investors are less tolerant of volatility and losses. So major financial crises (like the global financial crisis) generally occur when <em>bond</em> <em>markets</em> rather than stock markets break down.</p>
<p>This risk – and the rise in interest rates – is likely why President Donald Trump announced his 90-day tariff pause on Wednesday. Barry Ritholtz of Ritholtz Wealth Management posted <a href="https://x.com/ritholtz/status/1910304566198890880?s=43" target="_blank" rel="noopener">this summary on social platform X yesterday</a>:</p>
<div class="content-image aligncenter"><a href="https://prod-api.stansberryterminal.com/api/articles/download/535349?session-id=SAC0013682474_45e3217738a53ebb&amp;&amp;content_url=https://assets.stansberryresearch.com/uploads/sites/2/2025/04/041125-WTE-X-Ritholtz-post.png" target="_blank" rel="noopener"><img decoding="async" class="responsive wp-image-535355 size-full aligncenter" src="https://assets.stansberryresearch.com/uploads/sites/2/2025/04/041125-WTE-X-Ritholtz-post.png" alt="" width="540" /></a></div>
<p>And a <a href="https://x.com/kobeissiletter/status/1910346167147229321?s=46" target="_blank" rel="noopener">thread on X from The Kobeissi Letter has more details</a>. As it begins:</p>
<div class="content-image aligncenter"><a href="https://prod-api.stansberryterminal.com/api/articles/download/535349?session-id=SAC0013682474_45e3217738a53ebb&amp;&amp;content_url=https://assets.stansberryresearch.com/uploads/sites/2/2025/04/041125-WTE-X-KobeissiLetter-post-1.png" target="_blank" rel="noopener"><img loading="lazy" decoding="async" class="responsive wp-image-535353 aligncenter" src="https://assets.stansberryresearch.com/uploads/sites/2/2025/04/041125-WTE-X-KobeissiLetter-post-1.png" alt="" width="411" height="495" /></a></div>
<p>And as it continues:</p>
<div class="content-image aligncenter"><a href="https://prod-api.stansberryterminal.com/api/articles/download/535349?session-id=SAC0013682474_45e3217738a53ebb&amp;&amp;content_url=https://assets.stansberryresearch.com/uploads/sites/2/2025/04/041125-WTE-X-KobeissiLetter-post-2.png" target="_blank" rel="noopener"><img loading="lazy" decoding="async" class="responsive wp-image-535352 aligncenter" src="https://assets.stansberryresearch.com/uploads/sites/2/2025/04/041125-WTE-X-KobeissiLetter-post-2.png" alt="" width="437" height="439" /></a></div>
<p>Finally, as the thread concluded:</p>
<div class="content-image aligncenter"><a href="https://prod-api.stansberryterminal.com/api/articles/download/535349?session-id=SAC0013682474_45e3217738a53ebb&amp;&amp;content_url=https://assets.stansberryresearch.com/uploads/sites/2/2025/04/041125-WTE-X-KobeissiLetter-post-3.png" target="_blank" rel="noopener"><img loading="lazy" decoding="async" class="responsive wp-image-535350 aligncenter" src="https://assets.stansberryresearch.com/uploads/sites/2/2025/04/041125-WTE-X-KobeissiLetter-post-3.png" alt="" width="428" height="395" /></a></div>
<p>I will continue to follow interest rates and the bond market more closely than usual – and share it with my readers – because I think it will tell us what Trump is likely to do.</p>
<p>3) Meanwhile, statistician Nate Silver does a good job of analyzing why investors are still very much on edge in yesterday&#8217;s post in his Silver Bulletin blog: <a href="https://www.natesilver.net/p/we-shouldnt-rely-on-markets-to-tame" target="_blank" rel="noopener">We shouldn&#8217;t rely on markets to tame Trump</a>.</p>
<p>As Silver says, it comes down to investors trying to account for multiple degrees of uncertainty all at the same time:</p>
<blockquote><p>1. The immediate effect of tariffs;</p>
<p>2. <a href="https://www.natesilver.net/p/wall-street-thinks-trumps-tariffs" target="_blank" rel="noopener">Second-order effects</a> on consumer, business, and investor confidence;</p>
<p>3. Potential spillovers into broader financial markets – particularly the <a href="https://finance.yahoo.com/news/investors-grapple-with-bond-chaos-as-long-term-yields-soar-in-aftermath-of-president-trumps-liberation-day-111901670.html" target="_blank" rel="noopener">bond market</a>, which had <a href="https://www.nytimes.com/2025/04/09/us/politics/trump-tariff-pause-be-cool.html" target="_blank" rel="noopener">apparently spooked Trump</a>, and</p>
<p>4. What the tariffs imply about Trump&#8217;s future actions and the United States&#8217; overall <a href="https://ourworldindata.org/state-capacity#:~:text=State%20capacity%20is%20the%20ability,much%20more%20ambitious%20than%20others." target="_blank" rel="noopener">state capacity</a>.</p></blockquote>
<p>As he puts it:</p>
<blockquote><p>Investors are relying on a lot of implicit assumptions about an economic world order led by a relatively rational superpower – the United States – that may no longer hold.</p></blockquote>
<p>And as Silver continues:</p>
<blockquote><p>True, you&#8217;d rather have seen Trump capitulate [on Wednesday] than not. One remarkable feature of markets is that they provide a scoreboard – real-time feedback that <a href="https://www.natesilver.net/p/silicon-valleys-gamble-on-trump-isnt" target="_blank" rel="noopener">even notoriously stubborn Silicon Valley types</a> tend to take seriously. But considering those four buckets above, how secure should investors be feeling? Even with the 90-day pause, consumers and businesses will still be spooked by this and will experience higher prices from the tariffs that remain in place. The long-term effects on the United States&#8217; cultural and financial hegemony are harder to quantify but potentially significant.</p>
<p>Markets and elites &#8220;got through&#8221; to Trump this time, but what if he wakes up on the wrong side of the bed 90 days from now and isn&#8217;t in such a generous mood? Not that I think headline writers should be catering to Trump&#8217;s mood swings, but triumphant headlines from Democrats about how Trump &#8220;<a href="https://www.messageboxnews.com/p/trumps-biggest-online-supporters" target="_blank" rel="noopener">surrendered</a>&#8221; might give him second thoughts about doing the same thing next time around if he&#8217;s worried about looking like a loser.</p></blockquote>
<p>In summary, fasten your seat belt&#8230; prepare for more volatility&#8230; and don&#8217;t obsess over the chaotic short-term news flow. Keep your eyes on the horizon.</p>
<p>4) Lost amid all the volatility in the stock market was the March inflation report the government released yesterday&#8230;</p>
<p>It showed lower-than-expected price gains, which normally would have made for bigger news. In fact, a month-over-month decline happened for the first time in nearly five years. Meanwhile, year-over-year inflation cooled to 2.4%.</p>
<p>But nobody really cares because of fears that tariffs will spike inflation going forward. Here&#8217;s the <em>Wall Street Journal</em> with more on this point: <a href="https://www.wsj.com/economy/cpi-inflation-march-2025-interest-rate-6327d1f8" target="_blank" rel="noopener">Inflation Eased in March, but Tariffs Threaten to Stoke Price Pressures</a>. Excerpt:</p>
<blockquote><p>Normally, a slowdown in year-over-year price increases would be welcome news for consumers, who have faced years of high inflation, and the Federal Reserve, which has been struggling to bring down price pressures. But this time, it will be hard for investors, policymakers and businesses to read too much into the March data.</p>
<p>President Trump&#8217;s &#8220;Liberation Day&#8221; announcement of sweeping new tariffs didn&#8217;t happen until April 2, which means their direct effects won&#8217;t show up until the next consumer-price report a month from now.</p></blockquote>
<p>The article also cited this point from U.S. Bank Chief Economist Beth Ann Bovino: &#8220;It&#8217;s good news for the Fed, but the data seems stale.&#8221;</p>
<p>While the recent inflation numbers are indeed &#8220;stale,&#8221; the fact that both overall and core inflation are now below 3% gives the Fed more flexibility to cut rates to offset or at least mitigate a tariff-induced recession.</p>
<p>As a former hedge-fund-manager friend of mine – who posts anonymously on X under the handle BeenThereDoneThat Capital – <a href="https://x.com/beentherecap/status/1910355728423940256?s=43" target="_blank" rel="noopener">posted yesterday</a>:</p>
<div class="content-image aligncenter"><a href="https://prod-api.stansberryterminal.com/api/articles/download/535349?session-id=SAC0013682474_45e3217738a53ebb&amp;&amp;content_url=https://assets.stansberryresearch.com/uploads/sites/2/2025/04/041125-WTE-X-BeenThereCap-posts.png" target="_blank" rel="noopener"><img decoding="async" class="responsive wp-image-535351 size-full aligncenter" src="https://assets.stansberryresearch.com/uploads/sites/2/2025/04/041125-WTE-X-BeenThereCap-posts.png" alt="" width="488" /></a></div>
<p>On the plus side, my friend is right that the Fed now has room to cut rates to stimulate the economy if needed. (Investors are now expecting four rate cuts this year, up from one just a couple of months ago.)</p>
<p>But there&#8217;s a risk that if tariffs lead to higher inflation <em>and</em> an economic slowdown, the Fed&#8217;s cuts could fuel even greater inflation. This is yet another risk factor to monitor&#8230;</p>
<ul>
<li>04/10/2025 &#8211; <a href="https://x.com/herbertong">(1) Herbert Ong (@herbertong) / X</a><a href="https://x.com/herbertong/status/1910314076590485592">(1) Herbert Ong on X: &#8220;<img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f6a8.png" alt="🚨" class="wp-smiley" style="height: 1em; max-height: 1em;" /> NEWS: The E.U. Will Put Tariff Retaliation on Hold for 90 Days to Match Trump’s Pause European Commission President Ursula von der Leyen said that the commission, which handles trade for the bloc&#8217;s 27 member countries, “took note of the announcement by President Trump.” New https://t.co/5zg8FXQRUl&#8221; / X</a></li>
</ul>
<p><a href="https://time.com/7276349/eu-tariff-retaliation-on-hold-90-days-to-match-trump-pause/">The E.U. Will Put Tariff Retaliation on Hold for 90 Days | TIME</a></p>
<p class="self-baseline font-graphik text-body-large text-black-coffee rich-text mb-6 focus-visible:outline focus-visible:outline-black-coffee focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:shadow-focus-color min-h-[6.375rem] lg:min-h-[4.75rem] text-left"><span class="leading-[0.82] pt-2 lg:pt-0 font-medium float-left uppercase font-editorial text-[6.25rem] lg:text-[5.625rem] mr-4">B</span>RUSSELS — The European Union’s executive commission said Thursday it will put trade retaliation measures on hold for 90 days to match President Donald Trump’s pause on his sweeping new tariffs and leave room for a negotiated solution.</p>
<p class="self-baseline font-graphik text-body-large text-black-coffee rich-text mb-6 focus-visible:outline focus-visible:outline-black-coffee focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:shadow-focus-color text-left">European Commission President Ursula von der Leyen said that the commission, which handles trade for the bloc&#8217;s 27 member countries, “took note of the announcement by President Trump.”</p>
<p class="self-baseline font-graphik text-body-large text-black-coffee rich-text mb-0 focus-visible:outline focus-visible:outline-black-coffee focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:shadow-focus-color text-left">New tariffs on 20.9 billion euros ($23 billion) of US goods will be put on hold for 90 days because “we want to give negotiations a chance,” she said in a statement.</p>
<div class="mb-8">
<p class="self-baseline font-graphik text-body-large text-black-coffee rich-text mb-6 focus-visible:outline focus-visible:outline-black-coffee focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:shadow-focus-color text-left">But she warned: “If negotiations are not satisfactory, our countermeasures will kick in.”</p>
<p class="self-baseline font-graphik text-body-large text-black-coffee rich-text mb-6 focus-visible:outline focus-visible:outline-black-coffee focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:shadow-focus-color text-left">Trump imposed a 20% levy on goods from the EU as part of his onslaught of tariffs of 10% and upward against global trading partners but said Wednesday he will pause them for 90 days to give countries a chance to negotiate solutions to U.S. trade concerns.</p>
<p class="self-baseline font-graphik text-body-large text-black-coffee rich-text mb-6 focus-visible:outline focus-visible:outline-black-coffee focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:shadow-focus-color text-left">Countries subject to the pause will face Trump&#8217;s 10% baseline tariff.</p>
<p class="self-baseline font-graphik text-body-large text-black-coffee rich-text mb-6 focus-visible:outline focus-visible:outline-black-coffee focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:shadow-focus-color text-left">Before Trump’s announcement, EU member countries voted to approve a set of retaliatory tariffs on $23 billion in goods in response to his 25% tariffs on imported steel and aluminum that took effect in March. The EU, the largest trading partner of the U.S., described them as “unjustified and damaging.”</p>
<p class="self-baseline font-graphik text-body-large text-black-coffee rich-text mb-6 focus-visible:outline focus-visible:outline-black-coffee focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:shadow-focus-color text-left">The EU tariffs were set to go into effect in stages, some on April 15 and others on May 15 and Dec. 1. The EU commission didn’t immediately provide a list of the goods.</p>
<p class="self-baseline font-graphik text-body-large text-black-coffee rich-text mb-0 focus-visible:outline focus-visible:outline-black-coffee focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:shadow-focus-color text-left">Members of the EU — the world’s largest trading bloc — have said they prefer a negotiated deal to resolve a trade war that damages the economies on both sides. The bloc’s top trade official has shuttled between Brussels and Washington for weeks trying to head off a conflict. The EU has offered Trump a “zero for zero” deal in which both sides would eliminate tariffs on industrial goods including autos. Trump has said that&#8217;s not enough to answer U.S. concerns and raised the possibility of Europe buying large additional amounts of U.S. liquefied natural gas.</p>
</div>
<div class="">
<div class="overflow-hidden p-0 mb-0">
<div class="native-ad flex w-full flex-col items-center justify-center">
<div id="native-ad-inline-1" class="flex min-h-px w-full min-w-px max-w-[100vw] items-center justify-center overflow-hidden bg-transparent text-center group-[.disable-ads]:hidden print:hidden flex mb-0" role="region" aria-labelledby="complementary" aria-label="Advertisement" data-native="false"><span style="font-size: 16px;">The targeted goods are a tiny fraction of the 1.6 trillion euros ($1.8 trillion) in U.S.-EU annual trade. Some 4.4 billion euros in goods and services crosses the Atlantic each day in what the European Commission calls “the most important commercial relationship in the world.”</span></div>
</div>
</div>
</div>
<div class="mb-8">
<p class="self-baseline font-graphik text-body-large text-black-coffee rich-text mb-6 focus-visible:outline focus-visible:outline-black-coffee focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:shadow-focus-color text-left">The EU has targeted smaller lists of goods in hopes of exerting political pressure and avoiding economic damage from a wider escalation of tit-for-tat tariffs.</p>
<p class="self-baseline font-graphik text-body-large text-black-coffee rich-text mb-6 focus-visible:outline focus-visible:outline-black-coffee focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:shadow-focus-color text-left">The EU is also working on a further set of countermeasures in response to Trump’s blanket 20% tariff on all European goods, now suspended. That could include measures aimed at U.S. tech companies and the services sector as well as trade in goods.</p>
<p class="self-baseline font-graphik text-body-large text-black-coffee rich-text mb-6 focus-visible:outline focus-visible:outline-black-coffee focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:shadow-focus-color text-left">Still, von der Leyen said that Europe intends to diversify its trade partnerships.</p>
<p class="self-baseline font-graphik text-body-large text-black-coffee rich-text mb-0 focus-visible:outline focus-visible:outline-black-coffee focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:shadow-focus-color text-left">She said that the EU will continue “engaging with countries that account for 87% of global trade and share our commitment to a free and open exchange of goods, services, and ideas,” and to lift barriers to commerce inside its own single market.</p>
</div>
<ul>
<li>04/10/2025 &#8211; <a href="https://time.com/7276349/eu-tariff-retaliation-on-hold-90-days-to-match-trump-pause/">The E.U. Will Put Tariff Retaliation on Hold for 90 Days | TIME</a></li>
</ul>
<p class="self-baseline font-graphik text-body-large text-black-coffee rich-text mb-6 focus-visible:outline focus-visible:outline-black-coffee focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:shadow-focus-color min-h-[6.375rem] lg:min-h-[4.75rem] text-left"><span class="leading-[0.82] pt-2 lg:pt-0 font-medium float-left uppercase font-editorial text-[6.25rem] lg:text-[5.625rem] mr-4">B</span>RUSSELS — The European Union’s executive commission said Thursday it will put trade retaliation measures on hold for 90 days to match President Donald Trump’s pause on his sweeping new tariffs and leave room for a negotiated solution.</p>
<p class="self-baseline font-graphik text-body-large text-black-coffee rich-text mb-6 focus-visible:outline focus-visible:outline-black-coffee focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:shadow-focus-color text-left">European Commission President Ursula von der Leyen said that the commission, which handles trade for the bloc&#8217;s 27 member countries, “took note of the announcement by President Trump.”</p>
<p class="self-baseline font-graphik text-body-large text-black-coffee rich-text mb-0 focus-visible:outline focus-visible:outline-black-coffee focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:shadow-focus-color text-left">New tariffs on 20.9 billion euros ($23 billion) of US goods will be put on hold for 90 days because “we want to give negotiations a chance,” she said in a statement.</p>
<ul>
<li>04/09/2025 &#8211; <a href="https://www.cnbc.com/2025/04/09/trump-announces-90-day-tariff-pause-for-at-least-some-countries.html">Trump announces 90-day tariff pause for at least some countries</a></li>
</ul>
<p><a href="https://www.wsj.com/livecoverage/stock-market-trump-tariffs-trade-war-04-09-25?mod=WSJ_home_supertoppertop_pos_1">Stock Market Today: Dow and S&amp;P 500 Surge; Trump Says 90-Day Pause on Some Tariffs, Raises China to 125% — Live Updates</a></p>
<ol>
<li>President Donald Trump announced a 90-day pause on the full effect of his new tariffs for at least some countries.</li>
<li>Trump also said that he was raising the tariffs imposed on imports from China to 125% “effective immediately” due to the “lack of respect that China has shown to the World’s Markets.”</li>
</ol>
<p>President Donald Trump on Wednesday announced a 90-day pause on the full effect of his new tariffs for at least some countries.</p>
<p>Trump also said that he was raising the tariffs imposed on imports from China to 125% “effective immediately” due to the “lack of respect that China has shown to the World’s Markets.”</p>
<p>Trump credited his decision to pause the full effect of tariffs on the fact that “more than 75 Countries” have contacted U.S. officials “to negotiate solution” to trade concerns that he raised in imposing the new duties.</p>
<ul>
<li>04/09/2025 &#8211; <a href="https://www.youtube.com/watch?v=ySJ6Wmd21oA">&#8216;LOSER&#8217;: Scott Bessent just blasted this retaliatory tariff play by China</a></li>
</ul>
<ol>
<li>China is losing the trade war, should come to the table and talk with US</li>
<li>Tax cut and deregulation are coming by May and June</li>
<li>business leaders should feel certain by knowing tax cut and deregulation are coming</li>
</ol>
]]></content:encoded>
					
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		<post-id xmlns="com-wordpress:feed-additions:1">13177</post-id>	</item>
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		<title>Study of DRAM</title>
		<link>http://www.timelessinvestor.com/2026/05/06/study-of-dram/</link>
					<comments>http://www.timelessinvestor.com/2026/05/06/study-of-dram/#respond</comments>
		
		<dc:creator><![CDATA[Timeless Investor]]></dc:creator>
		<pubDate>Wed, 06 May 2026 15:14:11 +0000</pubDate>
				<category><![CDATA[Equity Analysis]]></category>
		<guid isPermaLink="false">https://www.timelessinvestor.com/?p=13932</guid>

					<description><![CDATA[Study of DRAM 05/06/2026 &#8211; Memory Makers Are the Hottest Thing in Tech. Are They Making Too Much Money? &#8211; WSJ]]></description>
										<content:encoded><![CDATA[<p>Study of DRAM<span id="more-13932"></span></p>
<ul>
<li>05/06/2026 &#8211; <a href="https://www.wsj.com/tech/memory-makers-are-the-hottest-thing-in-tech-are-they-making-too-much-money-bad375da?mod=hp_lead_pos3">Memory Makers Are the Hottest Thing in Tech. Are They Making Too Much Money? &#8211; WSJ</a></li>
</ul>
]]></content:encoded>
					
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		<post-id xmlns="com-wordpress:feed-additions:1">13932</post-id>	</item>
		<item>
		<title>Study of TSLA and TSLL (Part V)</title>
		<link>http://www.timelessinvestor.com/2026/05/04/study-of-tsla-and-tsll-part-v/</link>
					<comments>http://www.timelessinvestor.com/2026/05/04/study-of-tsla-and-tsll-part-v/#respond</comments>
		
		<dc:creator><![CDATA[Timeless Investor]]></dc:creator>
		<pubDate>Mon, 04 May 2026 03:31:40 +0000</pubDate>
				<category><![CDATA[Stock Watch]]></category>
		<guid isPermaLink="false">https://www.timelessinvestor.com/?p=13479</guid>

					<description><![CDATA[Study of TSLA and TSLL (Part V) 05/01/2026 &#8211; (1) Genma_Jp on X: &#8220;Tesla’s Cybercab Playbook: Deliberate Caution Over Shortcuts&#8221; / X 04/23/2026 &#8211; Tesla, Inc. (TSLA) Q1 2026 Earnings Call Transcript &#124; Seeking Alpha Solid quarter, but bad presentation, &#8230; <a href="http://www.timelessinvestor.com/2026/05/04/study-of-tsla-and-tsll-part-v/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
										<content:encoded><![CDATA[<p>Study of TSLA and TSLL (Part V)<span id="more-13479"></span></p>
<ul>
<li>05/01/2026 &#8211; <a href="https://x.com/nymbusjp/status/2050198553683759565">(1) Genma_Jp on X: &#8220;Tesla’s Cybercab Playbook: Deliberate Caution Over Shortcuts&#8221; / X</a></li>
<li>04/23/2026 &#8211; <a href="https://seekingalpha.com/article/4893107-tesla-inc-tsla-q1-2026-earnings-call-transcript">Tesla, Inc. (TSLA) Q1 2026 Earnings Call Transcript | Seeking Alpha</a></li>
</ul>
<p>Solid quarter, but bad presentation, lots of uncertainties in fsd and optimus</p>
<ul>
<li>04/22/2026 &#8211; <a href="https://x.com/SpaceX/status/2046713419978453374">(21) SpaceX on X: &#8220;SpaceXAI and @cursor_ai are now working closely together to create the world’s best coding and knowledge work AI. The combination of Cursor’s leading product and distribution to expert software engineers with SpaceX’s million H100 equivalent Colossus training supercomputer will&#8221; / X</a></li>
</ul>
<p><a href="https://www.forbes.com/sites/rashishrivastava/2025/11/13/four-cofounders-of-popular-ai-coding-tool-cursor-are-now-billionaires/">4 MIT Dropouts In Their 20s Are Billionaires Thanks To Cursor, Their AI Coding Tool</a></p>
<p><a href="https://www.frederick.ai/blog/michael-truell-cursor-ai">Founder Story: Michael Truell of Cursor AI | Frederick AI</a></p>
<ul>
<li>04/21/2026 &#8211; <a href="https://www.reuters.com/world/musk-insiders-retain-voting-control-spacex-after-ipo-filing-shows-2026-04-21/">Exclusive: Musk and insiders to retain voting control of SpaceX after IPO, filing shows | Reuters</a></li>
</ul>
<ol class="summary-module__summary__QjADA" data-testid="Summary">
<li class="text-module__text__0GDob text-module__dark-grey__UFC18 text-module__regular__qJJtA text-module__small__sph8i body-module__base__o--Cl body-module__small_body__gOmDf summary-module__point__UgXPz" data-testid="Body">SpaceX to use dual-class shares, limiting public investor influence</li>
<li class="text-module__text__0GDob text-module__dark-grey__UFC18 text-module__regular__qJJtA text-module__small__sph8i body-module__base__o--Cl body-module__small_body__gOmDf summary-module__point__UgXPz" data-testid="Body">Starlink operating income surged, offsetting xAI&#8217;s widening losses</li>
<li class="text-module__text__0GDob text-module__dark-grey__UFC18 text-module__regular__qJJtA text-module__small__sph8i body-module__base__o--Cl body-module__small_body__gOmDf summary-module__point__UgXPz" data-testid="Body">SpaceX ended 2025 with $24.8B cash, $92B assets, $50.8B liabilities</li>
</ol>
<h4 class="text-module__text__0GDob text-module__dark-grey__UFC18 text-module__regular__qJJtA text-module__small__sph8i body-module__full_width__kCIGb body-module__small_body__gOmDf article-body-module__paragraph__Ts-yF" data-testid="paragraph-0">NEW YORK, April 20 (Reuters) &#8211; SpaceX plans to cement founder Elon Musk&#8217;s control after its IPO, granting ​him and a small group of insiders super-voting shares that will outweigh other investors, according to excerpts of the company&#8217;s IPO ‌filing reviewed by Reuters.</h4>
<h4 class="text-module__text__0GDob text-module__dark-grey__UFC18 text-module__regular__qJJtA text-module__small__sph8i body-module__full_width__kCIGb body-module__small_body__gOmDf article-body-module__paragraph__Ts-yF" data-testid="paragraph-1">The prospectus, which was confidentially filed this month, provides fresh details of the company’s financials and corporate governance</h4>
<h4 data-testid="paragraph-1">Upon completion of the offering, Musk will stay on as chief executive officer, chief technical officer, and will serve as chairman of SpaceX’s nine-member board of directors.</h4>
<h4 class="text-module__text__0GDob text-module__dark-grey__UFC18 text-module__regular__qJJtA text-module__small__sph8i body-module__full_width__kCIGb body-module__small_body__gOmDf article-body-module__paragraph__Ts-yF" data-testid="paragraph-3">Though Musk was paid $54,080 last year, according to the excerpts, he stands to gain ​billions in equity after the company’s stock market debut.</h4>
<h4 class="text-module__text__0GDob text-module__dark-grey__UFC18 text-module__regular__qJJtA text-module__small__sph8i body-module__full_width__kCIGb body-module__small_body__gOmDf article-body-module__paragraph__Ts-yF" data-testid="paragraph-4">SpaceX is targeting a listing valuation of roughly $1.75 trillion with a $75 billion raise, which would ​make it the largest initial public offering in history. Musk bought $1.4 billion in the company&#8217;s stock last year and ⁠stands to get another 60 million in shares if SpaceX&#8217;s market value reaches $6.6 trillion and he is able to build data centers in space under ​a stock plan approved last month, the Information reported.</h4>
<h4 class="text-module__text__0GDob text-module__dark-grey__UFC18 text-module__regular__qJJtA text-module__small__sph8i body-module__full_width__kCIGb body-module__small_body__gOmDf article-body-module__paragraph__Ts-yF" data-testid="paragraph-5">President and Chief Operating Officer Gwynne Shotwell <a class="text-module__text__0GDob text-module__inherit-color__PhuPF text-module__inherit-font__1P1hv text-module__inherit-size__EyiQW link-module__link__INqxZ link-module__underline_default__-okuC" href="https://www.reuters.com/world/spacex-president-shotwell-earned-85-million-last-year-document-shows-2026-04-21/" data-testid="Link">received $85.8 million</a> in total compensation last year, Reuters previously reported, while Chief ​Financial Officer Bret Johnsen was paid $9.8 million.</h4>
<p><a href="https://www.reuters.com/business/spacex-tries-woo-wall-street-with-three-day-analyst-meeting-this-week-sources-2026-04-21/">Exclusive: SpaceX to woo Wall Street with three-day analyst meet this week, sources say | Reuters</a></p>
<ol>
<li>SpaceX hosts analyst days at Starbase and data center</li>
<li>Executives aim for late June IPO debut, targeting $1.75 trillion valuation</li>
<li>Musk plans 30% share allocation for retail investors, including international participation</li>
</ol>
<ul>
<li>04/19/2026 &#8211; <a href="https://www.youtube.com/watch?v=fj3_ggcDR4A&amp;t=8s">(149) Tesla Stock to $550 NEAR TERM Because &#8230;&#8230;! Larry Goldberg &#8211; YouTube</a></li>
</ul>
<p dir="auto">Here&#8217;s a clear summary of the recent YouTube video <strong>&#8220;Tesla Stock to $550 NEAR TERM Because &#8230;&#8230;! Larry Goldberg&#8221;</strong> (published April 17, 2026, by Randy Kirk, featuring Tesla bull <strong>Larry Goldberg</strong> @TeslaLarry).</p>
<h3 dir="auto">Main Thesis</h3>
<p dir="auto">Larry Goldberg argues that <strong>Tesla (TSLA) can reach ~$550 in the near term</strong> (roughly the next 60 days or so from mid-April 2026), driven primarily by one major upcoming catalyst: the anticipated <strong>SpaceX IPO</strong> and the potential synergies/merger implications between SpaceX and Tesla.</p>
<p dir="auto">As of mid-April 2026, Tesla stock is trading in the <strong>$350–$400 range</strong> (recent closes around $390–$410), so $550 would represent a <strong>~35–50% upside</strong> in a short timeframe.</p>
<h3 dir="auto">The Key &#8220;Because&#8221; – The Big Catalyst</h3>
<p dir="auto">Goldberg highlights that while there are many Tesla catalysts (FSD/robotaxi progress, Optimus, energy growth, vehicle deliveries, etc.), the <strong>SpaceX IPO</strong> is the standout near-term driver:</p>
<ol dir="auto">
<li>SpaceX is expected to IPO soon (speculation around mid-2026 timeline in related discussions).</li>
<li>A successful SpaceX IPO would likely value it at <strong>$1.5T–$2T+</strong>, creating massive market attention and liquidity.</li>
<li>This would indirectly boost Tesla through <strong>perceived synergies</strong> (Starlink integration with autonomy/robotaxi, shared Elon Musk ecosystem, robotics/AI overlap, and overall &#8220;Elon premium&#8221;).</li>
<li>Goldberg frames a potential <strong>Tesla-SpaceX merger/acquisition scenario</strong> (or at least market pricing in such possibilities) as highly value-accretive for Tesla shareholders in the short run, with Tesla potentially trading up to <strong>$550–$600</strong> in anticipation.</li>
</ol>
<p dir="auto">He notes Tesla doesn&#8217;t even need a major new company-specific catalyst to run hard — a rising broader market + the SpaceX event could push it back toward all-time highs (~$490+ pre-split adjusted) and beyond to $550+ quickly.</p>
<h3 dir="auto">Supporting Points from Goldberg</h3>
<ol dir="auto">
<li>Tesla is currently &#8220;coiled like a spring&#8221; and undervalued relative to its AI/robotics/autonomy potential.</li>
<li>Forward multiples remain attractive compared to the broader market.</li>
<li>Long-term optimism: He sees Tesla easily scaling much higher ($700–$900+ by end of 2026 or into 2027) if autonomy and robotics deliver, but the near-term pop is tied to the SpaceX momentum.</li>
<li>Historical context: Goldberg is a long-time Tesla believer who invested very early (around $3 pre-splits) and emphasizes patience + first-principles thinking.</li>
</ol>
<h3 dir="auto">Context and Caveats</h3>
<ol dir="auto">
<li>This is bullish commentary from a well-known Tesla advocate (not neutral Wall Street research).</li>
<li>Other recent videos in the same circle (Randy Kirk, etc.) mention similar near-term targets like $500 by end of May or $600+ on positive autonomy news.</li>
<li>Risks mentioned implicitly: Market volatility, execution on Tesla&#8217;s side, regulatory hurdles for any merger ideas, and dilution concerns in merger models.</li>
<li>No guarantees — stock predictions like this are speculative.</li>
</ol>
<p dir="auto">The video is enthusiastic and focuses heavily on the <strong>SpaceX IPO as the &#8220;big one&#8221;</strong> that could ignite the next leg up for TSLA in the coming weeks/months.</p>
<p dir="auto">If you want a deeper breakdown (e.g., specific timestamps, merger math details, or counterarguments from bears), let me know — or share what aspect interests you most (valuation, risks, etc.). Note that this is not financial advice; always do your own research.</p>
<p dir="auto">Here&#8217;s a clear summary of <strong>Larry Goldberg</strong>&#8216;s (aka <strong>TeslaLarry</strong>) main takes on <strong>SpaceX&#8217;s potential</strong>, based on his recent interviews (especially the April 17, 2026 Randy Kirk video), X posts, and other discussions in 2025–2026.</p>
<h3 dir="auto">1. <strong>Near-Term Valuation &amp; IPO (Mid-2026)</strong></h3>
<ul dir="auto">
<li>SpaceX is heading for an <strong>IPO around June 2026</strong> (his best guess: June 9 or late June).</li>
<li>He views a <strong>$1.5 trillion to $1.75 trillion</strong> post-IPO valuation as realistic (sometimes mentions $1.625T with a typical 30% IPO premium uplift from a ~$1.25T private valuation post-xAI merger).</li>
<li>He considers anything above <strong>$2 trillion</strong> as hype or “BS” (aligning with Elon Musk’s public dismissal of extreme rumors).</li>
<li>This would make it <strong>one of the largest IPOs in history</strong>, potentially raising $50–75 billion in fresh capital.</li>
<li>He expects strong demand, fast index inclusion (Nasdaq-100 / S&amp;P 500), and massive passive buying inflows ($15–25B+ in the early weeks).</li>
</ul>
<h3 dir="auto">2. <strong>Business &amp; Growth Drivers</strong></h3>
<ul dir="auto">
<li>Current revenue run-rate (launch + Starlink) is already ~$25 billion.</li>
<li><strong>Starlink V3 satellites</strong> will drive significant expansion.</li>
<li>Long-term upside includes <strong>space-based data centers</strong> (AI/datacenters in orbit), but he notes this may not meaningfully contribute to the bottom line for another 4–5 years.</li>
<li>Everything ultimately depends on <strong>Starship</strong> success — full reusability and high flight cadence will unlock the real scale.</li>
<li>He sees SpaceX becoming <strong>10x bigger than NVIDIA</strong> in potential impact over time, with explosive growth in the new space economy.</li>
</ul>
<h3 dir="auto">3. <strong>Tesla–SpaceX Synergies &amp; Merger Path</strong></h3>
<p dir="auto">This is the biggest recurring theme in Larry’s commentary:</p>
<ul dir="auto">
<li>A <strong>full merger</strong> (or major integration) between SpaceX and Tesla is highly likely and beneficial for both sets of shareholders.</li>
<li>Timeline he often discusses: SpaceX IPO first (mid-2026) → possible stock-for-stock merger later in 2026 or by end of 2027.</li>
<li>Reasons: Product groups are highly complementary (Starlink for robotaxi connectivity, shared AI/robotics, capital efficiency, faster innovation cycles). Separate companies slow things down with cross-boundary coordination.</li>
<li>In a merger scenario, he has modeled examples where Tesla could trade up to <strong>$550–600</strong> near-term purely on anticipation, with the combined entity potentially reaching <strong>$3.5T–$4.5T+</strong> market cap initially (and far higher long-term).</li>
<li>He argues the merger creates <strong>engineered abundance</strong> rather than just financial engineering — synergies could save billions annually and accelerate both companies dramatically.</li>
</ul>
<h3 dir="auto">4. <strong>Overall Long-Term Potential</strong></h3>
<ul dir="auto">
<li>Extremely bullish: SpaceX (and a combined Musk ecosystem) has <strong>multi-trillion-dollar</strong> (even $10T–$100T in extreme bull cases discussed in interviews) potential due to the space economy, global connectivity, AI infrastructure, and beyond.</li>
<li>He emphasizes thinking in terms of <strong>future execution potential</strong>, not current cash flows or traditional valuation metrics (e.g., comparing to early Facebook IPO multiples).</li>
<li>For Tesla investors specifically: The SpaceX IPO itself is the biggest near-term catalyst that could drive TSLA sharply higher (his $550 target in the video is largely tied to this event).</li>
</ul>
<h3 dir="auto">Tone &amp; Context</h3>
<p dir="auto">Larry is a long-time Elon enthusiast and investor in multiple Musk companies (including SpaceX via SPVs). His views are very optimistic and focus on first-principles convergence of the “Muskonomy” (Tesla + SpaceX + xAI, etc.). He stresses governance alignment, regulatory hurdles, and sequencing (IPO before full merger) as practical realities.</p>
<p dir="auto">These are bullish opinions from a vocal Tesla/SpaceX advocate — not official forecasts or financial advice. Valuations and merger ideas remain speculative and depend on execution, regulation, and market conditions.</p>
<p dir="auto">If you want me to pull specific quotes, dive deeper into the merger math he’s modeled, compare with bearish counter-views, or check his latest X posts for updates, just let me know!</p>
<ul>
<li>04/17/2026 &#8211; <a href="https://x.com/TeslaBoomerMama/status/2045197199680917639">(21) AleXandra Merz <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f1fa-1f1f2.png" alt="🇺🇲" class="wp-smiley" style="height: 1em; max-height: 1em;" /> on X: &#8220;After further research and our discussions on the @cyberbulls with @TeslaLarry yesterday, I agree that this will very well be a Merger of Equals. BUT &#8211; in my opinion &#8211; it will not be at the then stock price, which is probably implying a lower market cap for Tesla than SpaceX. https://t.co/RiMtFC902L&#8221; / X</a></li>
</ul>
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<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">TeslaBoomerMama</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> advocates for a true 50/50 stock-for-stock merger of equals between Tesla and SpaceX, arguing it would deliver an implicit premium to Tesla shareholders via exchange ratio even if SpaceX holds a higher valuation post-IPO.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">She predicts announcement weeks after SpaceX&#8217;s anticipated IPO, with full integration by summer 2027, causing the two stocks to move in tandem based on perceived deal probability.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">The accompanying image illustrates balanced synergy with Tesla&#8217;s Cybertruck and Optimus robots weighed equally against SpaceX&#8217;s Starship and satellites, reflecting community debates on AI, robotics, and multiplanetary ambitions.</span></span></li>
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<h4 class="css-175oi2r r-xoduu5">Explore merger valuation mechanics</h4>
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<div class="css-175oi2r"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1x3r274 r-p1pxzi"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Explore merger valuation mechanics</span></span></span></div>
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<div class="css-146c3p1 r-bcqeeo r-1ttztb7 r-qvutc0 r-37j5jr r-a023e6 r-rjixqe r-16dba41 r-homxoj" dir="ltr"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1g7jtus r-1x3r274" style="font-size: 1.2em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Merger valuation mechanics for a proposed 50/50 stock-for-stock &#8220;merger of equals&#8221; (MoE) between Tesla (TSLA) and SpaceX</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> boil down to setting an </span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">exchange ratio</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> that delivers exactly 50% post-merger ownership to each company&#8217;s shareholders in the new combined entity (NewCo), </span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274 r-36ujnk"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">regardless</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> of their pre-merger market valuations. This differs from a standard arm&#8217;s-length deal, where ownership would be strictly proportional to relative values.</span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-adyw6z r-135wba7 r-b88u0q" style="font-size: 1.2em;"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Core Concepts</span></span></span></div>
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<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Stock-for-stock merger</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: SpaceX shareholders receive newly issued Tesla (or NewCo) shares in exchange for their SpaceX shares. No cash changes hands.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Merger of equals (50/50)</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: The deal is structured so each side owns exactly 50% of NewCo on a fully diluted basis. This is a negotiated ownership split, not dictated purely by market caps.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Pre-merger valuations</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> (as of mid-April 2026, per latest market data):</span></span>
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<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Tesla: ≈ $1.50T market cap, ~3.75B shares outstanding → ~$400/share.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">SpaceX (post-IPO assumption per the tweet): Recent pre-IPO marks $1.25T–$1.45T; IPO targets $1.5T–$2T+ (rumors cluster around $1.75T–$2T).</span></span></li>
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<h3 class="css-175oi2r"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-adyw6z r-135wba7 r-b88u0q"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">How the Exchange Ratio Is Set for True 50/50 Ownership</span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1g7jtus r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Let:</span></span></span></h3>
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<li>
<div class="css-175oi2r r-xoduu5"><span class="katex">VTV_T</span><code class="raw_katex">V_T</code></div>
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Tesla pre-merger market cap</span></span></li>
<li>
<div class="css-175oi2r r-xoduu5"><span class="katex">VSV_S</span><code class="raw_katex">V_S</code></div>
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: SpaceX post-IPO market cap</span></span></li>
<li>
<div class="css-175oi2r r-xoduu5"><span class="katex">NTN_T</span><code class="raw_katex">N_T</code></div>
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Tesla shares outstanding</span></span></li>
<li>
<div class="css-175oi2r r-xoduu5"><span class="katex">NSN_S</span><code class="raw_katex">N_S</code></div>
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: SpaceX shares outstanding (fully diluted, post-IPO)</span></span></li>
</ul>
<h3 class="css-175oi2r"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1g7jtus r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">To force </span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">exactly 50% ownership</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> for Tesla shareholders in NewCo:</span></span></span></h3>
<ul dir="ltr">
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Tesla shareholders keep their </span></span>
<div class="css-175oi2r r-xoduu5"><span class="katex">NTN_T</span><code class="raw_katex">N_T</code></div>
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> shares → must equal 50% of total NewCo shares.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">New shares issued to SpaceX shareholders = </span></span>
<div class="css-175oi2r r-xoduu5"><span class="katex">NTN_T</span><code class="raw_katex">N_T</code></div>
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Exchange ratio </span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">(</span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> R </span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">)</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> (Tesla shares per SpaceX share) = </span></span>
<div class="css-175oi2r r-xoduu5"><span class="katex">NTNS\frac{N_T}{N_S}</span><code class="raw_katex">\frac{N_T}{N_S}</code></div>
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">.</span></span></li>
</ul>
<h3 class="css-175oi2r"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1g7jtus r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">This </span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">(</span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> R </span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">)</span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> is fixed in the merger agreement. It is </span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">not</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> adjusted to reflect fair-market relative values; it is adjusted </span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274 r-36ujnk"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">only</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> to hit the 50/50 ownership target. Markets will react to the announcement based on whether investors view the ratio as accretive or dilutive.</span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-adyw6z r-135wba7 r-b88u0q"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Implicit Premium (or Discount) to Tesla Shareholders</span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1g7jtus r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Because ownership is fixed at 50%, any valuation imbalance creates an </span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">implicit premium</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> (or discount) relative to a &#8220;fair value&#8221; deal.</span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1g7jtus r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">The </span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">fair-value ownership</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> Tesla shareholders would receive if the deal were strictly proportional: </span></span></span></h3>
<div class="css-175oi2r r-xoduu5 r-13awgt0 r-18u37iz r-1777fci r-1vx7f1k r-tux3g4 r-13qz1uu"><span class="katex">Fair Tesla ownership=VTVT+VS\text{Fair Tesla ownership} = \frac{V_T}{V_T + V_S}</span><code class="raw_katex_block">\text{Fair Tesla ownership} = \frac{V_T}{V_T + V_S}</code></div>
<h3 class="css-175oi2r"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1x3r274 r-p1pxzi"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">The </span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">implicit premium to Tesla</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> when forcing 50/50: </span></span></span></h3>
<div class="css-175oi2r r-xoduu5 r-13awgt0 r-18u37iz r-1777fci r-1vx7f1k r-tux3g4 r-13qz1uu"><span class="katex">Premium (%)=0.5×(VS−VT)VT=0.5(VSVT−1)\text{Premium (\%)} = \frac{0.5 \times (V_S &#8211; V_T)}{V_T} = 0.5 \left( \frac{V_S}{V_T} &#8211; 1 \right)</span><code class="raw_katex_block">\text{Premium (\%)} = \frac{0.5 \times (V_S - V_T)}{V_T} = 0.5 \left( \frac{V_S}{V_T} - 1 \right)</code></div>
<h3 class="css-175oi2r"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1g7jtus r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Numerical examples</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> (using Tesla </span></span></span></h3>
<div class="css-175oi2r r-xoduu5"><span class="katex">VT=$1.50V_T = \$1.50</span><code class="raw_katex">V_T = \$1.50</code></div>
<h3 class="css-175oi2r"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1g7jtus r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">T):</span></span></span></h3>
<div class="css-175oi2r r-xoduu5 r-316qow r-1867qdf r-1phboty r-rs99b7 r-1ifxtd0 r-1udh08x r-lltvgl r-bnwqim r-13qz1uu">
<table>
<tbody>
<tr>
<th>
<div class="css-175oi2r r-1adg3ll r-11f147o r-3pj75a">
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">SpaceX post-IPO </span></span></p>
<div class="css-175oi2r r-xoduu5"><span class="katex">VSV_S</span><code class="raw_katex">V_S</code></div>
</div>
</th>
<th>
<div class="css-175oi2r r-1adg3ll r-11f147o r-3pj75a"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">Combined NewCo value</span></span></div>
</th>
<th>
<div class="css-175oi2r r-1adg3ll r-11f147o r-3pj75a"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">Tesla shareholders&#8217; post-merger value (50%)</span></span></div>
</th>
<th>
<div class="css-175oi2r r-1adg3ll r-11f147o r-3pj75a"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">Implicit premium to Tesla</span></span></div>
</th>
<th>
<div class="css-175oi2r r-1adg3ll r-11f147o r-3pj75a"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">Fair-value Tesla ownership (no premium)</span></span></div>
</th>
</tr>
<tr>
<td>
<div class="css-175oi2r r-1adg3ll r-11f147o r-3pj75a"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">$1.25T (SpaceX lower)</span></span></div>
</td>
<td>
<div class="css-175oi2r r-1adg3ll r-11f147o r-3pj75a"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">$2.75T</span></span></div>
</td>
<td>
<div class="css-175oi2r r-1adg3ll r-11f147o r-3pj75a"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">$1.375T</span></span></div>
</td>
<td>
<div class="css-175oi2r r-1adg3ll r-11f147o r-3pj75a"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">–8.3% (discount)</span></span></div>
</td>
<td>
<div class="css-175oi2r r-1adg3ll r-11f147o r-3pj75a"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">54.5%</span></span></div>
</td>
</tr>
<tr>
<td>
<div class="css-175oi2r r-1adg3ll r-11f147o r-3pj75a"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">$1.50T (equal)</span></span></div>
</td>
<td>
<div class="css-175oi2r r-1adg3ll r-11f147o r-3pj75a"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">$3.00T</span></span></div>
</td>
<td>
<div class="css-175oi2r r-1adg3ll r-11f147o r-3pj75a"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">$1.50T</span></span></div>
</td>
<td>
<div class="css-175oi2r r-1adg3ll r-11f147o r-3pj75a"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">0%</span></span></div>
</td>
<td>
<div class="css-175oi2r r-1adg3ll r-11f147o r-3pj75a"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">50.0%</span></span></div>
</td>
</tr>
<tr>
<td>
<div class="css-175oi2r r-1adg3ll r-11f147o r-3pj75a"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">$1.75T (tweet scenario)</span></span></div>
</td>
<td>
<div class="css-175oi2r r-1adg3ll r-11f147o r-3pj75a"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">$3.25T</span></span></div>
</td>
<td>
<div class="css-175oi2r r-1adg3ll r-11f147o r-3pj75a"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">$1.625T</span></span></div>
</td>
<td>
<div class="css-175oi2r r-1adg3ll r-11f147o r-3pj75a"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">+8.3%</span></span></div>
</td>
<td>
<div class="css-175oi2r r-1adg3ll r-11f147o r-3pj75a"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">46.2%</span></span></div>
</td>
</tr>
<tr>
<td>
<div class="css-175oi2r r-1adg3ll r-11f147o r-3pj75a"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">$2.00T (high-end rumor)</span></span></div>
</td>
<td>
<div class="css-175oi2r r-1adg3ll r-11f147o r-3pj75a"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">$3.50T</span></span></div>
</td>
<td>
<div class="css-175oi2r r-1adg3ll r-11f147o r-3pj75a"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">$1.75T</span></span></div>
</td>
<td>
<div class="css-175oi2r r-1adg3ll r-11f147o r-3pj75a"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">+16.7%</span></span></div>
</td>
<td>
<div class="css-175oi2r r-1adg3ll r-11f147o r-3pj75a"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">42.9%</span></span></div>
</td>
</tr>
</tbody>
</table>
</div>
<ul dir="ltr">
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">If SpaceX trades at a </span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">higher valuation</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> post-IPO (most analysts&#8217; base case), Tesla shareholders receive an </span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">implicit premium</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> because they get more ownership % than their contributed value would otherwise justify.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Conversely, if SpaceX IPOs lower, Tesla holders take a discount.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">The premium is &#8220;implicit&#8221; because it&#8217;s baked into the exchange ratio, not paid as an explicit control premium.</span></span></li>
</ul>
<h3 class="css-175oi2r"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-adyw6z r-135wba7 r-b88u0q"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Additional Valuation &amp; Structural Mechanics</span></span></span></h3>
<ol dir="ltr" start="1">
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Synergies not in base math</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: The above assumes no value creation. Tesla + SpaceX synergies (Optimus + Starship, AI/robotics + satellite networks, multiplanetary scaling, shared talent/Elon ownership) could add 20–50%+ to NewCo value, making the deal accretive to </span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274 r-36ujnk"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">both</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> sides regardless of the premium.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Exchange ratio protections</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">:</span></span>
<ul>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Fixed ratio</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> (most common in MoE): Ratio locked at announcement.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Collars</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: If one stock moves &gt;10–15% pre-close, ratio adjusts within bands to protect value.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Walk rights / termination fees</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: If valuations diverge dramatically, either side can walk.</span></span></li>
</ul>
</li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Post-announcement trading</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: As the tweet notes, both stocks (and NewCo if formed) will trade in tandem based on changing deal probability, not just fundamentals.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Governance nuance</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Elon Musk&#8217;s large stakes in both companies (≈13% Tesla, ~42% SpaceX) would likely result in continued control of NewCo, subject to shareholder votes and regulatory approval (HSR, CFIUS, etc.).</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Timeline &amp; catalysts</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Per the tweet, announcement likely weeks after SpaceX IPO; full integration targeted for summer 2027. Markets begin pricing probability immediately upon SpaceX IPO.</span></span></li>
</ol>
<h3 class="css-175oi2r"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1x3r274 r-p1pxzi"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">In short, a true 50/50 MoE is a </span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">negotiated ownership deal</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> that deliberately overrides pure relative-value math to create balance and alignment. The valuation mechanics are straightforward once you fix the ownership %—the premium/discount emerges automatically from any valuation gap. This structure has been used in other high-profile tech MoEs (e.g., historical Dow-DuPont) when boards want strategic parity over strict fairness.</span></span></span></h3>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
<ul>
<li>04/15/2026 &#8211; worth reading in more details</li>
</ul>
<p><a href="https://x.com/TeslaBoomerMama/status/2037347221621154137">(21) AleXandra Merz <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f1fa-1f1f2.png" alt="🇺🇲" class="wp-smiley" style="height: 1em; max-height: 1em;" /> on X: &#8220;SpaceX IPO &amp; Tesla Deal: Massive Index Buying Ahead?&#8221; / X</a></p>
<p><a href="https://x.com/Investanswers/status/2035774981280604307">(21) InvestAnswers on X: &#8220;@TeslaBoomerMama @valiryon @kellyglawson @gusiggins @XanderSky Your LEAP doesn’t disappear in a merger—it just adjusts: Same call/put Same expiry Same strike (or tweaked to match value) Only change: contract size. If 1 share → 0.7 new shares, your 100-share contract becomes 70. Or 1 share becomes 1.3 shares etc. Ticker just gets a small&#8221; / X</a></p>
<p>another great article</p>
<p><a href="https://x.com/Timboo/status/2028993152565010853">(21) Timbo on X: &#8220;SpaceX Index Inclusion: The Forced Buying Machine&#8221; / X</a></p>
<ul>
<li>04/14/2026 &#8211; <a href="https://x.com/elonmusk/status/2042080823332258302">(21) Elon Musk on X: &#8220;Tesla V14.3 self-driving review. The point releases will bring polish. V15 will far exceed human levels of safety, even in completely unsupervised and complex situations.&#8221; / X</a></li>
</ul>
<p><a href="https://x.com/BLKMDL3/status/2042036635882418353">(21) Zack on X: &#8220;600 miles in with FSD v14.3 already and here are my thoughts: The improved reaction time is immediately noticeable and definitely quicker than a human could react. Yesterday a semi truck swerved fast into my lane and the car reacted insanely quickly to get me around them. Tesla https://t.co/2VeFgdGcy6&#8221; / X</a></p>
<p><img decoding="async" src="https://pbs.twimg.com/media/HFb7GGIa0AAkS74?format=jpg&amp;name=medium" alt="Image" /></p>
<p><a href="https://x.com/XieJackie/status/2044037082872778772">(21) 谢嘉琪 on X: &#8220;我觉得FSD14.3的进步完全在被大部分市场低估。 特斯拉在同时训练不同参数大小的模型，就跟XAI同时训练7个Grok模型一样。只是14.3的强化学习进步太快，10倍参数模型跟不上。 <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f6a8.png" alt="🚨" class="wp-smiley" style="height: 1em; max-height: 1em;" />14.3不是简单的增量优化，而是从底层基于MLIR框架彻底重构，充分释放硬件4性能。FSD14 Lite在硬件3的推出可能也依赖于此！ https://t.co/0rz9Cy4uck&#8221; / X</a></p>
<ul>
<li>03/12/2026 &#8211; <a href="https://x.com/SawyerMerritt/status/2032136451177975980">(10) Sawyer Merritt on X: &#8220;NEWS: Digital Optimus will start rolling out to AI4 (HW4) Tesla vehicles in ~6 months, and be deployed at select Superchargers.&#8221; / X</a></li>
</ul>
<p><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/HDOQWwiaIAATmOq?format=jpg&amp;name=large" alt="Image" width="408" height="522" /></p>
<ul>
<li>03/12/2026 &#8211; <a href="https://www.wsj.com/business/autos/teslas-grand-plan-for-the-future-is-a-car-with-no-steering-wheel-5e867137">Tesla’s Grand Plan for the Future Is a Car With No Steering Wheel &#8211; WSJ</a></li>
</ul>
<p>Musk’s vision for Tesla rests on the fully driverless Cybercab, but regulations could stand in the way</p>
<ul>
<li>02/11/2026 &#8211; <a href="https://x.com/elonmusk/status/2021673886157607383">(2) Elon Musk on X: &#8220;xAI was reorganized a few days ago to improve speed of execution. As a company grows, especially as quickly as xAI, the structure must evolve just like any living organism. This unfortunately required parting ways with some people. We wish them well in future endeavors. We are&#8221; / X</a></li>
<li>02/09/2026 &#8211; <a href="https://x.com/elonmusk/status/2020640004628742577">(8) Elon Musk on X: &#8220;For those unaware, SpaceX has already shifted focus to building a self-growing city on the Moon, as we can potentially achieve that in less than 10 years, whereas Mars would take 20+ years. The mission of SpaceX remains the same: extend consciousness and life as we know it to&#8221; / X</a></li>
</ul>
<p><a href="https://x.com/ShrimpTeslaLong/status/2020659382959386669">(8) Joseph <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f48e.png" alt="💎" class="wp-smiley" style="height: 1em; max-height: 1em;" /><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/270c.png" alt="✌" class="wp-smiley" style="height: 1em; max-height: 1em;" /><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1fa91.png" alt="🪑" class="wp-smiley" style="height: 1em; max-height: 1em;" /><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f1fa-1f1f8.png" alt="🇺🇸" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Tesla Long Term Investor on X: &#8220;@elonmusk I absolutely love this initiative. I&#8217;ve been saying one can&#8217;t overcome Mars until one overcomes the Moon first. It&#8217;s a necessary step. If anyone can achieve this milestone, it&#8217;s going to be SpaceX and Elon. Thank you for fighting to extend consciousness beyond Earth. <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1fae1.png" alt="🫡" class="wp-smiley" style="height: 1em; max-height: 1em;" />&#8221; / X</a></p>
<p><a href="https://x.com/XieJackie/status/2020755785677213780">(8) 谢嘉琪 on X: &#8220;特斯拉如何参与马斯克月球城市计划？&#8221; / X</a></p>
<ul>
<li>02/08/2026 &#8211; <a href="https://www.dwarkesh.com/p/notes-on-space-gpus">Notes on Space GPUs &#8211; by Dwarkesh Patel &#8211; Dwarkesh Podcast</a></li>
</ul>
<p><a href="https://x.com/dwarkesh_sp/status/2019458363495456894">(8) Dwarkesh Patel on X: &#8220;.@collision and I interviewed @elonmusk. 0:00:00 &#8211; Orbital data centers 0:36:46 &#8211; Grok and alignment 0:59:56 &#8211; xAI’s business plan 1:17:21 &#8211; Optimus and humanoid manufacturing 1:30:22 &#8211; Does China win by default? 1:44:16 &#8211; Lessons from running SpaceX 2:20:08 &#8211; DOGE 2:38:28 &#8211; https://t.co/543uQjv6ZT&#8221; / X</a></p>
<p><a href="https://www.youtube.com/watch?v=BYXbuik3dgA&amp;embeds_referring_euri=https%3A%2F%2Fx.com%2F&amp;source_ve_path=Mjg2NjY">Elon Musk – &#8220;In 36 months, the cheapest place to put AI will be space” &#8211; YouTube</a></p>
<ul>
<li>02/08/2026 &#8211; <a href="https://x.com/TeslaBoomerMama/status/2019584309410275391">(8) AleXandra Merz <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f1fa-1f1f2.png" alt="🇺🇲" class="wp-smiley" style="height: 1em; max-height: 1em;" /> on X: &#8220;Think twice before you sell your Tesla stock&#8221; / X</a></li>
</ul>
<div class="longform-unstyled" data-block="true" data-editor="9jhrk" data-offset-key="bivbq-0-0">
<h5 class="public-DraftStyleDefault-block public-DraftStyleDefault-ltr" data-offset-key="bivbq-0-0"><span data-offset-key="bivbq-0-0">Imagine three companies at pivotal moments:</span></h5>
</div>
<ul class="public-DraftStyleDefault-ul" data-offset-key="9pv8m-0-0">
<li class="longform-unordered-list-item public-DraftStyleDefault-unorderedListItem public-DraftStyleDefault-reset public-DraftStyleDefault-depth0 public-DraftStyleDefault-listLTR" data-block="true" data-editor="9jhrk" data-offset-key="9pv8m-0-0">
<h5 class="public-DraftStyleDefault-block public-DraftStyleDefault-ltr" data-offset-key="9pv8m-0-0"><span data-offset-key="9pv8m-0-0">SpaceX nearing major Starship milestones.</span></h5>
</li>
<li class="longform-unordered-list-item public-DraftStyleDefault-unorderedListItem public-DraftStyleDefault-depth0 public-DraftStyleDefault-listLTR" data-block="true" data-editor="9jhrk" data-offset-key="6tihh-0-0">
<h5 class="public-DraftStyleDefault-block public-DraftStyleDefault-ltr" data-offset-key="6tihh-0-0"><span data-offset-key="6tihh-0-0">xAI advancing Grok and massive AI compute needs.</span></h5>
</li>
<li class="longform-unordered-list-item public-DraftStyleDefault-unorderedListItem public-DraftStyleDefault-depth0 public-DraftStyleDefault-listLTR" data-block="true" data-editor="9jhrk" data-offset-key="6cm8h-0-0">
<h5 class="public-DraftStyleDefault-block public-DraftStyleDefault-ltr" data-offset-key="6cm8h-0-0"><span data-offset-key="6cm8h-0-0">Tesla pushing FSD, Optimus, and energy solutions.</span></h5>
</li>
</ul>
<div class="longform-unstyled" data-block="true" data-editor="9jhrk" data-offset-key="f6mno-0-0">
<h5 class="public-DraftStyleDefault-block public-DraftStyleDefault-ltr" data-offset-key="f6mno-0-0"><span data-offset-key="f6mno-0-0">Their unique strengths—reusable rockets and global satellite networks, cutting-edge AI, autonomous driving/robotics—converge to tackle huge real-world challenges like abundant sustainable energy, space exploration, and AI infrastructure.</span></h5>
</div>
<ul>
<li>02/08/2026 &#8211; <a href="https://x.com/elonmusk/status/2019810739004043576">(8) Elon Musk on X: &#8220;@PeterDiamandis It’s not impossible&#8221; / X</a></li>
</ul>
<p>Why Tesla might become an 100 Trillion Dollar Company:</p>
<ul>
<li>02/08/2026 &#8211; <a href="https://x.com/PeterDiamandis/status/2019859262537638366">(8) Peter H. Diamandis, MD on X: &#8220;Space GPUs, Humanoid Armies &amp; Why China Wins Unless We Build Optimus&#8221; / X</a></li>
</ul>
<p><span data-offset-key="em256-0-0">A reflection on the </span><a class="css-146c3p1 r-bcqeeo r-1ttztb7 r-qvutc0 r-37j5jr r-1inkyih r-rjixqe r-16dba41 r-1ddef8g r-tjvw6i r-1loqt21" dir="ltr" role="link" href="https://x.com/collision/status/2019455982900764988?s=46" target="_blank" rel="noopener noreferrer nofollow"><span data-offset-key="em256-1-0">3-hour Cheeky Pint Podcast</span></a> <span data-offset-key="em256-2-0"> with John Collison and Dwarkesh Patel</span></p>
<p><a href="https://x.com/theallinpod/status/2020208463440179652">(8) The All-In Podcast on X: &#8220;Brad Gerstner: Elon Just Merged the Two Biggest Markets in the World @altcap: “You&#8217;re merging the two biggest TAMs in the world, right?” “All of artificial intelligence and all of space, together with the world&#8217;s greatest entrepreneur.” “(Elon) said, ‘I&#8217;m going to have https://t.co/92emepio2n&#8221; / X</a></p>
<ul>
<li>02/08/2026 &#8211; <a href="https://x.com/xDaily/status/2020143900116021653">(8) X Daily News on X: &#8220;<img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f680.png" alt="🚀" class="wp-smiley" style="height: 1em; max-height: 1em;" /> NEWS: SpaceX is hiring engineers in Austin and Seattle to develop AI satellites and space data centers. Solar, process, automation, manufacturing, mechanical, electrical, optics, software — build space data centers with @SpaceX @Starlink engineers. https://t.co/OACMfIMRYh&#8221; / X</a></li>
<li>02/04/2026 &#8211; <a href="https://www.youtube.com/watch?v=LFh9GAzHg1c">Ashok Elluswamy: Building Foundational Models for Robotics at Tesla</a></li>
<li>02/04/2026 &#8211; <a href="https://x.com/elonmusk/status/2018878681704472927">(5) Elon Musk on X: &#8220;@imPenny2x Optimus will be the biggest product ever&#8221; / X</a></li>
<li>02/04/2026 &#8211; <a href="https://x.com/herbertong/status/2018457108136817064">(5) Herbert Ong on X: &#8220;BREAKING: Elon Musk Announces SpaceX and xAI MERGER! https://t.co/9bPawu3X9Z&#8221; / X</a></li>
</ul>
<p><a href="https://x.com/i/broadcasts/1ypKdqpaQgdGW">(5) BREAKING: Elon Musk Announces SpaceX and xAI MERGER! / X</a></p>
<p><a href="https://www.spacex.com/updates#xai-joins-spacex">SpaceX &#8211; Updates</a></p>
<div class="content-block">
<p>SpaceX has acquired xAI to form the most ambitious, vertically-integrated innovation engine on (and off) Earth, with AI, rockets, space-based internet, direct-to-mobile device communications and the world’s foremost real-time information and free speech platform. This marks not just the next chapter, but the next book in SpaceX and xAI&#8217;s mission: scaling to make a sentient sun to understand the Universe and extend the light of consciousness to the stars!</p>
<p class="company-update innerhtml-from-cms">The capabilities we unlock by making space-based data centers a reality will fund and enable self-growing bases on the Moon, an entire civilization on Mars and ultimately expansion to the Universe.</p>
</div>
<div class="content-block">
<p class="company-update innerhtml-from-cms">Thank you for everything you have done and will do for the light cone of consciousness.</p>
</div>
<div class="content-block">
<p class="company-update innerhtml-from-cms">Ad Astra!<br />
Elon</p>
</div>
<ul>
<li>02/03/2026 &#8211; <a href="https://x.com/elonmusk/status/2018483071046054074">(5) Elon Musk on X: &#8220;To the stars! @SpaceX &amp; @xAI are now one company&#8221; / X</a></li>
</ul>
<p><a href="https://x.com/pbeisel/status/1894401920493859164">(5) phil beisel on X: &#8220;Tesla and SpaceX are going to collide!&#8221; / X</a></p>
<p><a href="https://x.com/pbeisel/status/2014349283101950274">(5) phil beisel on X: &#8220;The Magic of Optimus (part 1)&#8221; / X</a></p>
<ul>
<li>02/03/2026  &#8211;<a href="https://x.com/DeItaone/status/2018312129242100121">(5) *Walter Bloomberg on X: &#8220;SPACEX–XAI MERGER COULD BE ANNOUNCED THIS WEEK SpaceX is in advanced talks to merge with xAI as Elon Musk moves to consolidate his companies, Bloomberg reported. Some investors have already been informed. An announcement could come as soon as this week, though talks could still&#8221; / X</a></li>
</ul>
<p><strong><span class="r-b88u0q">SPACEX–XAI MERGER COULD BE ANNOUNCED THIS WEEK</span></strong> SpaceX is in advanced talks to merge with xAI as Elon Musk moves to consolidate his companies, Bloomberg reported. Some investors have already been informed. An announcement could come as soon as this week, though talks could still collapse. The move comes as SpaceX reportedly prepares for a possible IPO later this year and has also explored ties with Tesla.</p>
<p><a href="https://x.com/alojoh/status/2018644924778815616">(5) AJ on X: &#8220;Re Tesla merger: The most important numbers bankers and lawyers are working out right now is the exchange ratio proposed for a Tesla and SpaceX/xAI merger. This ratio drives significantly how much value ends up with existing Tesla shareholders. The exchange ratio determines&#8221; / X</a></p>
<p>Re Tesla merger: The most important numbers bankers and lawyers are working out right now is the exchange ratio proposed for a Tesla and SpaceX/xAI merger. This ratio drives significantly how much value ends up with existing Tesla shareholders. The exchange ratio determines how many Tesla shares will be issued to SpaceX/xAI shareholders in exchange for their SpaceX/xAI shares.</p>
<ul>
<li>02/03/2026 &#8211; <a href="https://x.com/herbertong/status/2018702940098416727">(5) Herbert Ong on X: &#8220;Wedbush’s Dan Ives @DivesTech says Tesla could eventually merge with SpaceX and xAI, forming one company across AI, autonomy, space, and robotics. That level of integration would be something we’ve never seen before! Huge value opportunity, or too complex to manage? What’s https://t.co/hjiUUZCpmi&#8221; / X</a></li>
</ul>
<p><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/HAPfntJaIAAc7rD?format=jpg&amp;name=large" alt="Image" width="408" height="230" /></p>
<ul>
<li>02/03/2026 &#8211; <a href="https://x.com/herbertong/status/2018479389735039015">(5) Herbert Ong on X: &#8220;<img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f6a8.png" alt="🚨" class="wp-smiley" style="height: 1em; max-height: 1em;" />Bloomberg: SpaceX, which is considering a future IPO valued around $1.5 trillion, has also discussed the possibility of a tie-up with Elon Musk’s Tesla. $TSLA https://t.co/tlVR6163Bv&#8221; / X</a></li>
</ul>
<p><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/HAMUEK3bYAAHEVb?format=png&amp;name=medium" alt="Image" width="444" height="109" /></p>
<p><a href="https://x.com/SawyerMerritt/status/2018707047689113603">(5) Sawyer Merritt on X: &#8220;Dan Ives in new $TSLA note: &#8220;In our view there is a growing chance that Tesla will eventually be merged in some form into SpaceX/xAI over time. The view is this growing AI ecosystem will focus on Space and Earth together&#8230;..and Musk will look to combine forces/technologies over&#8221; / X</a></p>
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">Dan Ives in new </span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" role="link" href="https://x.com/search?q=%24TSLA&amp;src=cashtag_click">$TSLA</a></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"> note: &#8220;In our view there is a growing chance that Tesla will eventually be merged in some form into SpaceX/xAI over time. The view is this growing AI ecosystem will focus on Space and Earth together&#8230;..and Musk will look to combine forces/technologies over time. Tesla now is laser focused on autonomous and robotics in this key era for Musk &amp; Co. and we expect more cross-pollination between Tesla and SpaceX over the coming year which is bullish for the Tesla story in our view. Musk wants to own and control more of the AI ecosystem and step by step the holy grail could be combining SpaceX and Tesla over the next 12 to 18 months in some form to give the connected tissue between both disruptive tech stalwarts looking to lead the AI Revolution.&#8221;</span></p>
<ul>
<li>02/03/2026 &#8211; <a href="https://x.com/XieJackie/status/2018728374907383828">(5) 谢嘉琪 on X: &#8220;<img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f525.png" alt="🔥" class="wp-smiley" style="height: 1em; max-height: 1em;" />加密货币大佬Anthony Pompliano刚刚购买了100万美元的特斯拉股票！<img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f631.png" alt="😱" class="wp-smiley" style="height: 1em; max-height: 1em;" /> <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f6a8.png" alt="🚨" class="wp-smiley" style="height: 1em; max-height: 1em;" />他的4个理由很简单： 不要和马斯克对赌，他是这一代最伟大的企业家。 自动驾驶将成标配，特斯拉在数据和技术上遥遥领先。 机器人与AI市场空间巨大，特斯拉机器人领头羊。 特斯拉与SpaceX、xAI合并的可能性正在上升！ https://t.co/lxoc6x6WCL&#8221; / X</a></li>
</ul>
<p><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/HAP2vTBacAARLnj?format=jpg&amp;name=large" alt="Image" width="396" height="578" /></p>
<p><a href="https://x.com/APompliano/status/2018683477311320510">(5) Anthony Pompliano <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f32a.png" alt="🌪" class="wp-smiley" style="height: 1em; max-height: 1em;" /> on X: &#8220;I just personally purchased $1 million of Tesla stock. Here are the four reasons why: 1. Never bet against @elonmusk &#8211; he is the greatest entrepreneur of our generation. 2. Self-driving will be the standard &#8211; $TSLA has the data advantage and the best technology. 3. Robotics&#8221; / X</a></p>
<ul>
<li>02/03/2026 &#8211; <a href="https://x.com/TheSonOfWalkley/status/2018748832717386123">(5) TheSonOfWalkley on X: &#8220;BREAKING: $TSLA TO TELL SENATE COMMITTEE THAT CONGRESS MUST “MODERNIZE” SELF-DRIVING REGULATIONS <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f440.png" alt="👀" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Bullish for robotaxis ! https://t.co/EkmW7iV8Re&#8221; / X</a></li>
</ul>
<p><a href="https://x.com/McJohnnymac/status/2018758829899485249">(5) FSD Johnny Mac on X: &#8220;@TheSonOfWalkley &#8211; Tesla&#8217;s prepared testimony for the February 4, 2026, Senate Commerce Committee hearing emphasizes federal updates to self-driving rules, including higher NHTSA exemptions for autonomous vehicles, to enable faster robotaxi rollout. &#8211; Recent bills under discussion would raise&#8221; / X</a></p>
<p><a href="https://x.com/DeItaone/status/2018747369211457862">(5) *Walter Bloomberg on X: &#8220;$TSLA &#8211; TESLA TO TELL SENATE COMMERCE COMMITTEE WEDNESDAY THAT CONGRESS MUST MODERNIZE SELF-DRIVING CAR REGULATIONS, WARNING IF U.S. DOES NOT LEAD IN ROBOTAXI DEVELOPMENT &#8220;CHINA WILL BE THE DOMINANT MANUFACTURER OF TRANSPORTATION FOR THE 21ST CENTURY&#8221; &#8212; WRITTEN TESTIMONY&#8221; / X</a></p>
<ul>
<li>02/02/2026 &#8211; <a href="https://x.com/herbertong/status/2018301707403542627">(3) Herbert Ong on X: &#8220;<img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f6a8.png" alt="🚨" class="wp-smiley" style="height: 1em; max-height: 1em;" /> BLOOMBERG: $TSLA CEO Elon Musk is in advanced talks to merge SpaceX and xAI The deal would combine SpaceX’s ~$800B valuation with xAI’s ~$200B, bringing rockets, Starlink satellites, and AI under one roof. The goal: enable Musk’s vision of space-based AI compute, including https://t.co/fkPA1Diwx1&#8221; / X</a></li>
<li>02/02/2026 &#8211; <a href="https://x.com/TeslaBoomerMama/status/2018163599106256912">(3) AleXandra Merz <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f1fa-1f1f2.png" alt="🇺🇲" class="wp-smiley" style="height: 1em; max-height: 1em;" /> on X: &#8220;Going all-in on speculations, how it may happen and how we might vote&#8221; / X</a></li>
</ul>
<div class="longform-unstyled" data-block="true" data-editor="4e42c" data-offset-key="fq2c1-0-0">
<h3 class="public-DraftStyleDefault-block public-DraftStyleDefault-ltr" data-offset-key="fq2c1-0-0"><span data-offset-key="fq2c1-0-0">If we want this hypothetical mega-merger to happen, we would need to get 50% +1 of all outstanding shares to vote &#8220;yes&#8221;, meaning 1,876,215,993 &#8220;yes&#8221; votes. </span></h3>
</div>
<div class="public-DraftStyleDefault-block public-DraftStyleDefault-ltr" data-offset-key="l0nr-0-0"><span data-offset-key="l0nr-0-0">413 million of these will come from Elon. Another 211.8+ million could come from the corporate secretary&#8217;s allocation if the overall trend is positive. </span></div>
<div class="longform-unstyled" data-block="true" data-editor="4e42c" data-offset-key="bjh72-0-0">
<h3 class="public-DraftStyleDefault-block public-DraftStyleDefault-ltr" data-offset-key="bjh72-0-0"><span data-offset-key="bjh72-0-0">Let&#8217;s get busy to find the 1.25 bn other shares. Retail shareholders hold an important key to this success.</span></h3>
</div>
<ul>
<li>02/01/2026 &#8211; <a href="https://x.com/TeslaBoomerMama/status/2017828214614462468">(3) AleXandra Merz <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f1fa-1f1f2.png" alt="🇺🇲" class="wp-smiley" style="height: 1em; max-height: 1em;" /> on X: &#8220;Impact of a Hypothetical Mega-Merger on Elon&#8217;s Tesla Compensation&#8221; / X</a></li>
</ul>
<div class="longform-unstyled" data-block="true" data-editor="aobb0" data-offset-key="ap493-0-0">
<h3 class="public-DraftStyleDefault-block public-DraftStyleDefault-ltr" data-offset-key="ap493-0-0"><span data-offset-key="ap493-0-0">To understand the consequences, let&#8217;s distinguish the three awards: the 2018 award, the 2025 interim award and the 2025 performance award.</span></h3>
</div>
<div class="public-DraftStyleDefault-block public-DraftStyleDefault-ltr" data-offset-key="94kf2-0-0"><span data-offset-key="94kf2-0-0">In summary:</span></div>
<ol class="public-DraftStyleDefault-ul" data-offset-key="c6n7p-0-0">
<li class="longform-unordered-list-item public-DraftStyleDefault-unorderedListItem public-DraftStyleDefault-reset public-DraftStyleDefault-depth0 public-DraftStyleDefault-listLTR" data-block="true" data-editor="aobb0" data-offset-key="c6n7p-0-0">
<h4 class="public-DraftStyleDefault-block public-DraftStyleDefault-ltr" data-offset-key="c6n7p-0-0"><span data-offset-key="c6n7p-0-0">The 96m restricted stock award in the 2025 CEO interim award is most probably already forfeited</span></h4>
</li>
<li class="longform-unordered-list-item public-DraftStyleDefault-unorderedListItem public-DraftStyleDefault-depth0 public-DraftStyleDefault-listLTR" data-block="true" data-editor="aobb0" data-offset-key="1i61c-0-0">
<h4 class="public-DraftStyleDefault-block public-DraftStyleDefault-ltr" data-offset-key="1i61c-0-0"><span data-offset-key="1i61c-0-0">We are back to the original structure of the 2018 award, with stock options granting 304 million shares which need to be exercised at the latest on Jan 20, 2028, and any merger has no impact on this</span></h4>
</li>
<li class="longform-unordered-list-item public-DraftStyleDefault-unorderedListItem public-DraftStyleDefault-depth0 public-DraftStyleDefault-listLTR" data-block="true" data-editor="aobb0" data-offset-key="3tv2k-0-0">
<h4 class="public-DraftStyleDefault-block public-DraftStyleDefault-ltr" data-offset-key="3tv2k-0-0"><span data-offset-key="3tv2k-0-0">The 2025 CEO Performance award for 423.7 million shares in 12 equal tranches pairs market cap milestones (up to $8.5T) with operational milestones, including EBITDA targets (up to $400B). A merger triggers change-in-control provisions, earned milestones vest faster, operational milestones may disappear, and market cap is recalculated fairly.</span></h4>
</li>
</ol>
<ul>
<li>01/31/2026 &#8211; <a href="https://x.com/SawyerMerritt/status/2017464161576391148">(3) Sawyer Merritt on X: &#8220;BREAKING: SpaceX is requesting to launch and operate a constellation of 1 million satellites with unprecedented computing capacity (orbital data centers) to power advanced AI, according to a new FCC filing. SpaceX: &#8220;Launching a million satellites that operate as orbital data https://t.co/p6C3elob23&#8221; / X</a></li>
</ul>
<p><a href="https://x.com/CoCoKruszynski/status/2017679526114037908">(3) Beanie<img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f47e.png" alt="👾" class="wp-smiley" style="height: 1em; max-height: 1em;" /> on X: &#8220;Elon Musk: The lowest cost place to put AI data centers will be space &#8212;- “The lowest cost place to put AI will be space. I think the case is a no-brainer for building AI, solar-powered AI data centers in space because, as you mentioned, it&#8217;s also very cold in space. If you&#8217;re https://t.co/CvBDj1kRXJ&#8221; / X</a></p>
<ul>
<li>01/31/2026 &#8211; <a href="https://seekingalpha.com/article/4863626-tesla-inc-tsla-q4-2025-earnings-call-transcript">Tesla, Inc. (TSLA) Q4 2025 Earnings Call Transcript | Seeking Alpha</a></li>
</ul>
<div>
<div>
<div>
<h3 dir="auto">Financial Highlights</h3>
<p dir="auto">Tesla reported total revenues of $24.9 billion in Q4 2025, a 3% decline year-over-year, primarily due to lower vehicle deliveries and regulatory credits, partially offset by 27% growth in energy storage revenue to $3.8 billion and 19% growth in services to $12.5 billion annually. Automotive gross margins, excluding regulatory credits, improved sequentially to 17.9% from 15.4%, driven by positive regional mix effects despite a 16% drop in deliveries. Overall gross margin reached 20.1%, the highest in over two years. GAAP operating income was $1.4 billion, down 11% YoY, with operating expenses rising 39% YoY to $3.6 billion, influenced by AI/R&amp;D and stock-based compensation. GAAP net income stood at $0.8 billion, impacted by Bitcoin depreciation and FX effects, while non-GAAP net income was $1.8 billion. Free cash flow was $1.4 billion, with cash and investments increasing to $44.1 billion. For the full year, revenues were $94.8 billion (down 3% YoY), with GAAP net income of $3.8 billion and free cash flow of $6.2 billion.</p>
<div>
<div>
<div></div>
</div>
<div dir="auto">
<div></div>
<table dir="auto">
<thead>
<tr>
<th data-col-size="lg">Metric</th>
<th data-col-size="xs">Q4 2025</th>
<th data-col-size="md">FY 2025</th>
<th data-col-size="lg">YoY Change (Q4/FY)</th>
</tr>
</thead>
<tbody>
<tr>
<td data-col-size="lg">Total Revenue</td>
<td data-col-size="xs">$24.9B</td>
<td data-col-size="md">$94.8B</td>
<td data-col-size="lg">-3% / -3%</td>
</tr>
<tr>
<td data-col-size="lg">GAAP Net Income</td>
<td data-col-size="xs">$0.8B</td>
<td data-col-size="md">$3.8B</td>
<td data-col-size="lg">N/A / N/A</td>
</tr>
<tr>
<td data-col-size="lg">Free Cash Flow</td>
<td data-col-size="xs">$1.4B</td>
<td data-col-size="md">$6.2B</td>
<td data-col-size="lg">-30% / +74%</td>
</tr>
<tr>
<td data-col-size="lg">Automotive Gross Margin (ex-credits)</td>
<td data-col-size="xs">17.9%</td>
<td data-col-size="md">15.4%</td>
<td data-col-size="lg">+250 bps (sequential) / N/A</td>
</tr>
<tr>
<td data-col-size="lg">Energy Storage Revenue</td>
<td data-col-size="xs">$3.8B</td>
<td data-col-size="md">$12.8B</td>
<td data-col-size="lg">+25% / +27%</td>
</tr>
</tbody>
</table>
<div></div>
</div>
</div>
<h3 dir="auto">Operational Updates</h3>
<p dir="auto">Vehicle production totaled 434,000 units in Q4 (down 5% YoY), with deliveries at 418,000 (down 16% YoY), leading to a year-end inventory of 15 days of supply. Model 3/Y accounted for the majority, while Model S/X production is set to wind down next quarter to repurpose Fremont capacity for Optimus robot production, targeting 1 million units annually. Record deliveries were achieved in APAC and smaller markets like Malaysia and Norway, with a stronger global backlog. Energy storage deployments hit a record 14.2 GWh in Q4 (up 29% YoY) and 46.7 GWh for the year (up 49% YoY), driven by MegaPack and Powerwall demand. Services margins dipped to 8.8% due to higher employee costs for service center expansion. Supercharger network grew to 8,182 stations with 77,682 connectors. Battery supply remains a key global constraint, addressed through innovations like 4680 cells and nonstructural packs.</p>
<h3 dir="auto">AI and Autonomy Progress</h3>
<p dir="auto">Tesla emphasized its shift to a &#8220;physical AI company,&#8221; with FSD (Supervised) v14 showing significant improvements via end-to-end models trained on fleet data equivalent to over 500 years per day. Active FSD subscriptions reached 1.1 million (up 38% YoY), transitioning fully to a monthly model, which may pressure short-term automotive margins. Robotaxi service launched unsupervised paid rides in Austin without safety monitors, with over 500 vehicles in the fleet (doubling monthly) and plans to expand to major U.S. cities in H1 2026. Cybercab production starts in April 2026, designed for full autonomy without steering wheels or pedals, optimized for high utilization (50-60 hours/week) and expected to become Tesla&#8217;s highest-volume vehicle. AI investments include the AI5 chip (50x performance boost, production in 2027) and Cortex clusters, with potential xAI collaboration and a $2 billion investment in xAI. Optimus Gen 3 unveiling is imminent, focusing on learning from observation, with challenges in hand dexterity and scaling.</p>
<h3 dir="auto">Energy Business</h3>
<p dir="auto">Energy revenue grew 25% YoY to $3.8 billion in Q4, with record gross profit of $1.1 billion from high deployments across regions. Powerwall networks delivered over 89,000 virtual power plant events, saving customers over $1 billion. Outlook includes strong backlog growth with new products like MegaPack 3 and Megablock, though margins may compress due to competition, policy uncertainty, and tariffs. Solar opportunities were highlighted, targeting 100 GW/year production capacity. The lithium refinery in Corpus Christi achieved pilot production of hydroxide from spodumene.</p>
<h3 dir="auto">Key Q&amp;A Points</h3>
<ol dir="auto">
<li><strong>Autonomy and Vehicles</strong>: Cybercab expected to serve 90% of miles (1-2 occupants) and dominate volumes; no new traditional models beyond autonomy-focused ones; next-gen Roadster debuts in April.</li>
<li><strong>Bottlenecks</strong>: Software enabling unsupervised operations; battery and chip supply addressed via vertical integration; no memory constraints for 3 years.</li>
<li><strong>Optimus</strong>: Leads in hand design and real-world AI; China as main competitor; early R&amp;D with volume production by 2026.</li>
<li><strong>Financials</strong>: CapEx over $20 billion in 2026 for six factories, AI, and fleet; funded by cash reserves; no layoffs, with headcount growth.</li>
<li><strong>Other</strong>: Push for xAI investment; Bitcoin/FX impacts noted; synergies in batteries and efficiency.</li>
</ol>
<h3 dir="auto">Future Guidance and Outlook</h3>
<p dir="auto">Tesla anticipates massive CapEx exceeding $20 billion in 2026 for factories (including Cybercab, Semi, Megapack 3, Optimus), AI infrastructure, and fleet expansion, while optimizing existing capacity. Focus on autonomy ramp-up, with unsupervised vehicles in 25-50% of the U.S. by year-end, pending regulations. Energy growth continues amid demand for clean capacity, with hardware profits accelerating via AI/software/fleet monetization. Long-term vision includes an &#8220;amazing abundance&#8221; future through AI and robotics, solving hard problems like universal high income, safety, and environmental sustainability, with potential TerraFab for chip supply security. Deliveries may fluctuate based on demand, supply chains, and fleet allocation, but the balance sheet remains strong for roadmap execution.</p>
</div>
</div>
<section></section>
<section></section>
</div>
<ul>
<li>01/30/2026 &#8211; <a href="https://x.com/SawyerMerritt/status/2017045702103150884">(2) Sawyer Merritt on X: &#8220;Tesla builds massive chip fabrication and solar manufacturing facilities. Those chips and solar panels go into SpaceX’s AI satellites. xAI develops and manages the AI. That AI helps Optimus development. xAI uses Tesla Megapacks at its datacenters to smoothen out power https://t.co/RALLTqMjOp&#8221; / X</a></li>
</ul>
<p><a href="https://x.com/business/status/2017000378475110653">(2) Bloomberg on X: &#8220;SpaceX is considering a potential merger with Tesla, as well as an alternative combination with AI firm xAI, according to sources, a sign billionaire Elon Musk is weighing how to consolidate his empire https://t.co/32pWJrTqQD&#8221; / X</a></p>
<p><a href="https://x.com/i/grok/share/a376cf764d32455f9f787ccfe7033cbc">(2) Grok Conversation / X</a></p>
<ol dir="ltr">
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Grok&#8217;s reply neutrally summarizes Bloomberg and Reuters reports on SpaceX&#8217;s early-stage merger explorations with Tesla or xAI, driven by anonymous sources citing synergies in AI computing, space energy, and robotics transport.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">A SpaceX-xAI deal could involve share swaps ahead of SpaceX&#8217;s targeted June IPO at $1.5 trillion valuation, while Tesla integration might leverage its energy storage for orbital data centers; Nevada entities formed January 21 hint at preparations.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">No confirmations or denials from Elon Musk, SpaceX, Tesla, or xAI as of late January 29, 2026, with Musk&#8217;s recent posts emphasizing xAI advancements and Tesla&#8217;s Model S/X phase-out instead.</span></span></li>
</ol>
<p><a href="https://x.com/CyberCatX/status/2017071171427045703">(2) CyberCat on X: &#8220;<img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f525.png" alt="🔥" class="wp-smiley" style="height: 1em; max-height: 1em;" />X holding Company Space X 和 X 合并是意料之外情理之中的事。老股东可能会记得2020年Dave Lee 建议老马搞个X holding 公司合并老马的所有公司，致力于保证人类文明的延续和发展。当时老马就回复了Good Idea，所以如果未来特斯拉也合并进入X请大家也不要意外。 https://t.co/HGXRIlB089&#8221; / X</a></p>
<p><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/G_4TikLWUAI9DyS?format=jpg&amp;name=medium" alt="Image" width="282" height="262" /></p>
<p><a href="https://x.com/XieJackie/status/2017152395319623786">(2) 谢嘉琪 on X: &#8220;马斯克企业帝国合并的可能性：特斯拉，SpaceX与xAI&#8221; / X</a></p>
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<div class="public-DraftStyleDefault-block public-DraftStyleDefault-ltr" data-offset-key="c1rqg-0-0"><span data-offset-key="c1rqg-0-0">马斯克领导的多家企业，包括SpaceX、xAI和特斯拉在太空探索、人工智能和电动汽车领域取得了显著进展。近期报道显示，SpaceX与xAI正处于合并谈判阶段，此举可能为后续的反向并购铺平道路，其中特斯拉作为存续实体。 该整合若实现，将形成一个涵盖火箭技术、卫星通信、社交媒体和人工智能的超级实体。</span></div>
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<div class="public-DraftStyleDefault-block public-DraftStyleDefault-ltr" data-offset-key="7i4ob-0-0"><span data-offset-key="7i4ob-0-0">背景</span></div>
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<div class="public-DraftStyleDefault-block public-DraftStyleDefault-ltr" data-offset-key="db48f-0-0"><span data-offset-key="db48f-0-0">2026年1月29日，多家权威媒体如路透社和彭博社报道，马斯克的SpaceX正与xAI讨论合并事宜，此谈判发生在SpaceX计划于今年晚些时候进行首次公开IPO之前。同时，报道提及SpaceX亦在评估与特斯拉的合并选项。 </span></div>
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<div class="public-DraftStyleDefault-block public-DraftStyleDefault-ltr" data-offset-key="6dsl9-0-0"><span data-offset-key="6dsl9-0-0">SpaceX作为全球领先的航天企业，其估值已接近8000亿美元，并计划通过IPO达到1.5万亿美元规模。 xAI则专注于人工智能开发，其Grok聊天机器人已与马斯克的社交平台X深度整合。近期，特斯拉宣布投资20亿美元于xAI优先股，而SpaceX亦据报道投资20亿美元于该公司。 这些投资行为表明，马斯克的企业间已存在紧密的财务和战略联系。</span></div>
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<div class="public-DraftStyleDefault-block public-DraftStyleDefault-ltr" data-offset-key="babo9-0-0"><span data-offset-key="babo9-0-0">合并谈判的核心在于xAI股东以股票交换方式融入SpaceX，从而将Starlink卫星、X平台和Grok AI整合为单一实体。 此举符合马斯克在2025年达沃斯世界经济论坛上提出的观点，即太空可能成为未来人工智能计算的最低成本场所。 </span></div>
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<div class="public-DraftStyleDefault-block public-DraftStyleDefault-ltr" data-offset-key="a2egc-0-0"><span data-offset-key="a2egc-0-0">进一步而言，反向并购机制——即私有实体（合并后的SpaceX+xAI）通过与上市公司特斯拉交换股票实现上市——已成为讨论焦点。此机制历史上曾被科技企业用于规避传统IPO的复杂性。 </span></div>
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<div class="public-DraftStyleDefault-block public-DraftStyleDefault-ltr" data-offset-key="bt0v6-0-0"><span data-offset-key="bt0v6-0-0">从历史视角看，马斯克的企业整合并非首次。早在2016年，SolarCity与Tesla合并；2024年，X与xAI实现部分整合。 马斯克本人于2025年表示，Tesla与xAI合并“并非不可能，但需股东批准”。 其传记作者早在2025年即预测Tesla与xAI的潜在合并，缘于共享的人工智能愿景，如Grok在Tesla车辆中的集成。 </span></div>
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<div class="public-DraftStyleDefault-block public-DraftStyleDefault-ltr" data-offset-key="80qhf-0-0"><span data-offset-key="80qhf-0-0">可行性</span></div>
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<div class="public-DraftStyleDefault-block public-DraftStyleDefault-ltr" data-offset-key="6llor-0-0"><span data-offset-key="6llor-0-0">随着SpaceX和xAI估值急剧膨胀——前者受益于Starship项目，后者得益于AI热潮——反向并购的数学模型已趋于可行。早期估值不足导致此类操作不切实际，但当前合并实体规模庞大，可通过股票交换注入特斯拉，提升其市值。 此过程可避免SpaceX IPO对特斯拉资金分流的影响。</span></div>
</div>
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<div class="public-DraftStyleDefault-block public-DraftStyleDefault-ltr" data-offset-key="24vsm-0-0"><span data-offset-key="24vsm-0-0">在机制上，反向并购允许私有公司快速上市，特斯拉作为存续实体可保留其股票代码（TSLA），从而将所有马斯克相关投资集中于一处。 此整合将形成所谓马斯克生态系统，类似于历史上的企业帝国如Standard Oil。 </span></div>
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<div class="public-DraftStyleDefault-block public-DraftStyleDefault-ltr" data-offset-key="6i6el-0-0"><span data-offset-key="6i6el-0-0">潜在益处</span></div>
</div>
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<div class="public-DraftStyleDefault-block public-DraftStyleDefault-ltr" data-offset-key="ark9g-0-0"><span data-offset-key="ark9g-0-0">可集中管理资源，避免多公司分散精力。并减少季度报告压力，便于融资喝长期发展万亿美元级项目，如火星殖民和AI卫星。</span></div>
</div>
<div class="longform-unstyled" data-block="true" data-editor="ehgh" data-offset-key="c211i-0-0">
<div class="public-DraftStyleDefault-block public-DraftStyleDefault-ltr" data-offset-key="c211i-0-0"><span data-offset-key="c211i-0-0">对特斯拉股东，该并购注入高增长资产，可能显著提升股价，并兑现马斯克对股东的承诺。 对SpaceX和xAI投资者，通过上市获得更高流动性，尽管需协商公平换股比例。 整体而言，此举在AI和太空竞赛中提供竞争优势，例如利用太空数据中心降低计算成本。 </span></div>
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<div class="public-DraftStyleDefault-block public-DraftStyleDefault-ltr" data-offset-key="2q7v3-0-0"><span data-offset-key="2q7v3-0-0">合并挑战</span></div>
</div>
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<div class="public-DraftStyleDefault-block public-DraftStyleDefault-ltr" data-offset-key="cl31n-0-0"><span data-offset-key="cl31n-0-0">首先，投资者配合至关重要。SpaceX和xAI的股东（如风险投资基金）需同意换股条款，否则可能引发诉讼。 其次，监管障碍显著。此类巨型并购涉及太空、汽车、AI和社会媒体领域，或引发美国证券交易委员会（SEC）和联邦贸易委员会（FTC）的反垄断审查。 最后，执行复杂度高，整合多领域资产需精密协调。当然，这世界只有一人能办成这事，马斯克。</span></div>
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<div class="public-DraftStyleDefault-block public-DraftStyleDefault-ltr" data-offset-key="9k22e-0-0"><span data-offset-key="9k22e-0-0">结论</span></div>
</div>
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<div class="public-DraftStyleDefault-block public-DraftStyleDefault-ltr" data-offset-key="7cgl1-0-0"><span data-offset-key="7cgl1-0-0">此合并不仅是财务优化，更是战略布局。马斯克的企业正向“太空AI一体化”演进，利用Starlink提供全球计算基础设施，支持Grok等AI应用。此举可使马斯克在与谷歌、Meta和OpenAI的竞争中占据先机，尤其在计算资源短缺的时代。 若成功，此并购将成为史上规模最大、影响最深远的交易，标志着个人企业家帝国的巅峰。</span></div>
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<div data-offset-key="7cgl1-0-0"><a href="https://x.com/elonmusk/status/2016951758510022903">(2) Elon Musk on X: &#8220;@AdamLowisz There is possible future where Optimus and space AI vastly exceed the current goods &amp; services output of Earth&#8221; / X</a></div>
<div data-offset-key="7cgl1-0-0"></div>
<ul>
<li>01/22/2026 &#8211; <a href="https://x.com/aelluswamy/status/2014398853991301538">(1) Ashok Elluswamy on X: &#8220;Robotaxi rides without any safety monitors are now publicly available in Austin. Starting with a few unsupervised vehicles mixed in with the broader robotaxi fleet with safety monitors, and the ratio will increase over time.&#8221; / X</a></li>
</ul>
<p>Robotaxi rides without any safety monitors are now publicly available in Austin. Starting with a few unsupervised vehicles mixed in with the broader robotaxi fleet with safety monitors, and the ratio will increase over time.</p>
<ul>
<li>01/19/2026 &#8211; <a href="https://x.com/elonmusk/status/2013137804532867180">(8) Elon Musk on X: &#8220;It only gets better from here&#8221; / X</a></li>
</ul>
<p><a href="https://x.com/signulll/status/2013118862078681336">(8) signüll on X: &#8220;the grok + tesla integration is actually super elegant. it’s the cleanest preview right now of how humans will move through the world with ai. i.e. llms for cognition + autonomy &amp; self driving for locomotion. once thinking &amp; motion collapse into one loop navigation sorta simply https://t.co/0sogAJWbGb&#8221; / X</a></p>
<ul>
<li>01/19/2026 &#8211; <a href="https://x.com/elonmusk/status/2013108912380326218">(8) Elon Musk on X: &#8220;@Teslaconomics Solving AI5 was existential to Tesla, which is why I had to focus both the teams on that chip and I’ve personally spent every Saturday for several months working on it. This will be a very capable chip. Roughly Hopper class as single SoC and Blackwell as dual, but it costs&#8221; / X</a></li>
<li>01/18/2026 &#8211; <a href="https://x.com/elonmusk/status/2011324998653513810">(8) Elon Musk on X: &#8220;Tesla will stop selling FSD after Feb 14. FSD will only be available as a monthly subscription thereafter.&#8221; / X</a></li>
<li>01/07/2026 &#8211; Jensen Huang on FSD and Nvidia&#8217;s autonomous driving</li>
</ul>
<p><a href="https://www.youtube.com/watch?v=orXtu_otjIQ&amp;t=2s">Nvidia, Siemens to Build Industrial AI Operating System</a></p>
<ul>
<li>01/06/2026 &#8211; <a href="https://x.com/herbertong/status/2008496378977382834">(1) Herbert Ong on X: &#8220;Elon Musk says Tesla has a 5-year head start on everyone in AI and autonomous driving. More data, more real-world miles, faster learning curves. That gap is only getting wider. Extremely bullish. $TSLA <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f680.png" alt="🚀" class="wp-smiley" style="height: 1em; max-height: 1em;" /> https://t.co/ufXGAqEoWA&#8221; / X</a></li>
</ul>
<p><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/G9-cz3gawAEhx6T?format=jpg&amp;name=large" alt="Image" width="376" height="345" /></p>
<p><a href="https://x.com/Teslaconomics/status/2008397817661059256">(1) Teslaconomics on X: &#8220;Hey @elonmusk &#8211; honest question here. Are we missing something? This looks like what Tesla has already been doing for years… except Tesla is training on massive real world data from actual customers and a live fleet, with a neural network that continuously learns to chase that&#8221; / X</a></p>
<p><a href="https://x.com/Teslaconomics/status/2008299987155685563">(1) Teslaconomics on X: &#8220;Sorry, but Tesla FSD has been doing this for years… so what’s actually new here??? Nvidia just announced Alpamayo at CES 2026, “the world&#8217;s first thinking, reasoning, autonomous vehicle AI. https://t.co/KSIWQonpSN&#8221; / X</a></p>
<p><a href="https://x.com/SawyerMerritt/status/2008316239261970745">(1) Sawyer Merritt on X: &#8220;NEWS: NVIDIA just announced Alpamayo, what CEO Jensen Huang calls the world’s first thinking, reasoning autonomous vehicle AI, launching on U.S. roads later this year, starting with the Mercedes CLA. Jensen: &#8220;It&#8217;s trained end-to-end. Literally from camera in to actuation out; It https://t.co/oqHPYLa0Xz&#8221; / X</a></p>
<p>NEWS: NVIDIA just announced Alpamayo, what CEO Jensen Huang calls the world’s first thinking, reasoning autonomous vehicle AI, launching on U.S. roads later this year, starting with the Mercedes CLA. Jensen: &#8220;It&#8217;s trained end-to-end. Literally from camera in to actuation out; It reasons what action it is about to take, the reason by which is came about that action, and the trajectory.&#8221; Alpamayo introduces Vision-Language-Action (VLA) models, which enable self-driving systems to interpret what they see, reason about complex driving scenarios, and generate driving actions. The platform includes large reasoning models, simulation tools for testing rare and edge-case scenarios, and open datasets for training and validation. NVIDIA says the approach improves transparency, safety, and robustness in autonomous systems, particularly in complex real-world environments, and supports progress toward higher levels of vehicle autonomy: &#8220;With a 10-billion-parameter architecture, Alpamayo 1 uses video input to generate trajectories alongside reasoning traces, showing the logic behind each decision. Developers can adapt Alpamayo 1 into smaller runtime models for vehicle development, or use it as a foundation for AV development tools such as reasoning-based evaluators and auto-labeling systems. Alpamayo 1 provides open model weights and open-source inferencing scripts. Future models in the family will feature larger parameter counts, more detailed reasoning capabilities, more input and output flexibility, and options for commercial usage.&#8221;</p>
<ul>
<li>01/06/2026 &#8211; <a href="https://x.com/CuriousPejjy/status/2008489249738211616">(1) Pejjy on X: &#8220;Everyone needs to relax. Jensen just admitted they can&#8217;t compete with $TSLA&#8217;s FSD as they lack real world data: &#8220;It&#8217;s impossible for us to simply collect every single possible scenario for everything that could ever happen in every single country and every single circumstance https://t.co/eH37NYbsDn&#8221; / X</a></li>
</ul>
<p><a href="https://x.com/raines1220/status/2008365245295968370">(1) Raines on X: &#8220;I have to admit that I feel a bit worried when I saw Nvidia release Alpamayo. It is, in my opinion, the first real competitor to FSD. First of all, it does not rely on LiDAR, which is already impressive and better than all other losers out there. Then, the concept of VLA is my&#8221; / X</a></p>
<p>I have to admit that I feel a bit worried when I saw Nvidia release Alpamayo. It is, in my opinion, the first real competitor to FSD. First of all, it does not rely on LiDAR, which is already impressive and better than all other losers out there. Then, the concept of VLA is my exact understanding of what FSD 14.3 would be. And I believe Nvidia is doing really well at training general-purpose, small-sized VLMs. So, I don’t think it is very obvious who will train the better VLM for driving between Nvidia and Tesla. I’d guess Tesla, but you just can’t be so sure because it is not trivial to predict this part. Elon and Ashok surely both actively engaged with this news, and basically confirmed that Nvidia is doing exactly the same thing that Tesla is doing, with the only difference being how far they have gone along this technical path. I understand that going from 99% to 100% is hard, but first of all, Tesla isn’t at 100% yet, and second of all, the fact that Nvidia could reach near 99% without any fleet kind of proved that it is no longer critical to have large-scale fleet data for training and evaluation.</p>
<p><a href="https://x.com/elonmusk/status/2008389133660553320">(1) Elon Musk on X: &#8220;@raines1220 I’m not losing any sleep about this. And I genuinely hope they succeed.&#8221; / X</a></p>
<ul>
<li>12/31/2025 &#8211; the world’s first USA coast to coast fully autonomous drive! <a href="https://x.com/elonmusk/status/2006290674761736346">(3) Elon Musk on X: &#8220;Cool&#8221; / X</a></li>
</ul>
<p><a href="https://x.com/DavidMoss/status/2006255297212358686">(3) David Moss on X: &#8220;I am proud to announce that I have successfully completed the world’s first USA coast to coast fully autonomous drive! I left the Tesla Diner in Los Angeles 2 days &amp; 20 hours ago, and now have ended in Myrtle Beach, SC (2,732.4 miles) This was accomplished with Tesla FSD V14.2 https://t.co/DFA8HiH5Yf&#8221; / X</a></p>
<p><a href="https://x.com/SawyerMerritt/status/2006042725385195766">(3) Sawyer Merritt on X: &#8220;NEWS: @DavidMoss has just set a new record by officially surpassing 10,000 consecutive miles on Tesla FSD (Supervised) V14 with no interventions. True 100% FSD usage. He’s currently on track today to be the first person to complete a coast-to-coast drive (LA → FL) entirely on https://t.co/54A978X3O7&#8221; / X</a></p>
<p><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/G9blNmKXUAUhF4p?format=jpg&amp;name=900x900" alt="Image" width="346" height="238" /></p>
<ul>
<li>12/26/2025 &#8211; <a href="https://x.com/TheSonOfWalkley/status/2004199384578433452">(2) TheSonOfWalkley on X: &#8220;BREAKING: JOE ROGAN IS “AMAZED” AT $TSLA FULL SELF-DRIVING <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f440.png" alt="👀" class="wp-smiley" style="height: 1em; max-height: 1em;" /> He says this will change the world ! https://t.co/JA1QC5VkBk&#8221; / X</a></li>
<li>12/20/2025 &#8211; great win for TSLA, not sure how much that will be reflected in stock</li>
</ul>
<p><a href="https://x.com/SawyerMerritt/status/2002129690488877375">(3) Sawyer Merritt on X: &#8220;BREAKING: Elon Musk’s 2018 CEO pay package from Tesla, worth some $56 billion when it vested, must be restored, the Delaware Supreme Court has just ruled. TESLA AND ELON MUSK WON! <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f973.png" alt="🥳" class="wp-smiley" style="height: 1em; max-height: 1em;" /> https://t.co/0xFA5K32oV&#8221; / X</a></p>
<ul>
<li>12/15/2025 &#8211; <a href="https://x.com/SawyerMerritt/status/2000306779922850213">(7) Sawyer Merritt on X: &#8220;Elon on Tesla Model Y Robotaxis:&#8221; / X</a>, Testing is underway with no occupants in the car</li>
</ul>
<p><a href="https://x.com/elonmusk/status/2000302654837371181">(7) Elon Musk on X: &#8220;@cb_doge Testing is underway with no occupants in the car&#8221; / X</a></p>
<p><a href="https://x.com/yunta_tsai/status/2000254387437064601">(7) Yun-Ta Tsai on X: &#8220;We have been working hard for this moment. Congratulations to the teams.&#8221; / X</a></p>
<p><a href="https://x.com/SawyerMerritt/status/2000243989036110108">(7) Sawyer Merritt on X: &#8220;BREAKING: Tesla Model Y Robotaxi with literally no one in the car spotted driving itself on public roads in Austin, Texas! A new age has begun <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f916.png" alt="🤖" class="wp-smiley" style="height: 1em; max-height: 1em;" /> https://t.co/BtqN7QfDe7&#8221; / X</a></p>
<ul>
<li>12/14/2025 &#8211; <a href="https://x.com/yunta_tsai/status/1999500165288460558">(6) Yun-Ta Tsai on X: &#8220;I remember the day when Elon asked us all hands on deck to solve vision only just like yesterday. We began to work really hard on reasoning the world without those crutches — like humans. While it took several heroic efforts to get there, I do not think Full Self-Driving would&#8221; / X</a></li>
</ul>
<p>I remember the day when Elon asked us all hands on deck to solve vision only just like yesterday. We began to work really hard on reasoning the world without those crutches — like humans. While it took several heroic efforts to get there, I do not think Full Self-Driving would be as good as today without his insistence.</p>
<ul>
<li>12/13/2025 &#8211; <a href="https://x.com/ShrimpTeslaLong/status/1998593420068323725">(6) Joseph <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f48e.png" alt="💎" class="wp-smiley" style="height: 1em; max-height: 1em;" /><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/270c.png" alt="✌" class="wp-smiley" style="height: 1em; max-height: 1em;" /><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1fa91.png" alt="🪑" class="wp-smiley" style="height: 1em; max-height: 1em;" /><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f1fa-1f1f8.png" alt="🇺🇸" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Tesla Long Term Investor on X: &#8220;Unsupervised FSD &#8211; 3 weeks Larger model &#8211; Jan/Feb 2026 AI5 &#8211; 2027 Volume production AI6 &#8211; 2028 (shortly after)&#8221; / X</a></li>
</ul>
<ol>
<li>Unsupervised FSD &#8211; 3 weeks</li>
<li>Larger model &#8211; Jan/Feb 2026</li>
<li>AI5 &#8211; 2027 Volume production</li>
<li>AI6 &#8211; 2028 (shortly after)</li>
</ol>
<ul>
<li>11/25/2025 &#8211; Musk goes all in on AI chip <a href="https://www.youtube.com/watch?v=AEYLCKMZ3gg">Elon Musk’s BIG Update To Tesla Investors (This Is REALLY Big)</a></li>
</ul>
<p><a href="https://x.com/CuriousPejjy/status/1992693021343924550">(1) Pejjy on X: &#8220;He&#8217;s going to do it. Elon&#8217;s recent comment on chips: &#8220;We expect to build chips at higher volumes ultimately than all other AI chips combined&#8221; is the biggest signal of this. He also has mentioned before that $TSLA may not get the volume of chips that they need for Cybercabs &amp; https://t.co/DYQkoqz9kv&#8221; / X</a></p>
<ul>
<li>11/23/2025 &#8211; <a href="https://x.com/elonmusk/status/1992499020590108745">(2) Elon Musk on X: &#8220;Most people don’t know that Tesla has had an advanced AI chip and board engineering team for many years. That team has already designed and deployed several million AI chips in our cars and data centers. These chips are what enable Tesla to be the leader in real-world AI. The&#8221; / X</a></li>
</ul>
<p>Most people don’t know that Tesla has had an advanced AI chip and board engineering team for many years. That team has already designed and deployed several million AI chips in our cars and data centers. These chips are what enable Tesla to be the leader in real-world AI. The current version in cars is AI4, we are close to taping out AI5 and are starting work on AI6. Our goal is to bring a new AI chip design to volume production every 12 months. <em><strong>We expect to build chips at higher volumes ultimately than all other AI chips combined.</strong></em> Read that sentence again, as I’m not kidding. These chips will profoundly change the world in positive ways, saving millions of lives due to safer driving and providing advanced medical care to all people via Optimus. Send an email with three bullet points describing evidence of your exceptional ability to AI_Chips@Tesla.com. We are particularly interested in applying cutting edge AI to chip design. Thanks, Elon</p>
<ul>
<li>11/23/2025 &#8211; <a href="https://x.com/elonmusk/status/1992013535275360408">(2) Elon Musk on X: &#8220;@DevinOlsenn 14.3 is where the last big piece of the puzzle finally lands&#8221; / X</a></li>
<li>11/14/2025 &#8211; <a href="https://x.com/SawyerMerritt/status/1989415535461703702">(1) Sawyer Merritt on X: &#8220;Here is Ron Baron&#8217;s full interview with @elonmusk at the annual Baron Investment Conference. They talk about Tesla, Optimus, Tesla&#8217;s AI5 chip, Neuralink, xAI, Grok 5, FSD, buying Twitter, AI, Tesla maybe building its own chip fab, their friendship and more. I&#8217;ve cut out the https://t.co/qOMzVCVFyA&#8221; / X</a></li>
</ul>
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">Here is Ron Baron&#8217;s full interview with </span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1wvb978 r-1loqt21" dir="ltr" role="link" href="https://x.com/elonmusk">@elonmusk</a></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"> at the annual Baron Investment Conference. They talk about Tesla, Optimus, Tesla&#8217;s AI5 chip, Neuralink, xAI, Grok 5, FSD, buying Twitter, AI, Tesla maybe building its own chip fab, their friendship and more. I&#8217;ve cut out the waiting period at the beginning of the stream.</span></p>
<ul>
<li>11/13/2025 &#8211; Tesla aims big for year 2026</li>
</ul>
<p><a href="https://www.msn.com/en-us/autos/news/tesla-ai-boss-tells-staff-2026-will-be-the-hardest-year-of-their-lives-in-all-hands-meeting/ar-AA1Qmnyg?ocid=msedgntp&amp;pc=U531&amp;cvid=6915eefe7c2947789d82f6aed4cb0487&amp;ei=16">Tesla AI boss tells staff 2026 will be the &#8216;hardest year&#8217; of their lives in all-hands meeting</a></p>
<ol class="summary-list">
<li data-t="{&quot;n&quot;:&quot;blueLinks&quot;,&quot;t&quot;:13,&quot;a&quot;:&quot;click&quot;,&quot;b&quot;:76}">Tesla AI chief Ashok Elluswamy warned his staff 2026 will be a difficult year in an all-hands.</li>
<li data-t="{&quot;n&quot;:&quot;blueLinks&quot;,&quot;t&quot;:13,&quot;a&quot;:&quot;click&quot;,&quot;b&quot;:76}">Tesla has aggressive timelines set for Optimus robot production and Robotaxi service expansion.</li>
<li data-t="{&quot;n&quot;:&quot;blueLinks&quot;,&quot;t&quot;:13,&quot;a&quot;:&quot;click&quot;,&quot;b&quot;:76}">Elon Musk&#8217;s pay package hinges on Robotaxi and Optimus success.</li>
</ol>
<ul>
<li>11/13/2025 &#8211; Musk&#8217;s post on Karpathy</li>
</ul>
<p><a href="https://x.com/elonmusk/status/1988871730975109483">(1) Elon Musk on X: &#8220;Wait until he downloads V14&#8221; / X</a></p>
<ul>
<li>11/13/2025 &#8211; Karpathy is amazed by FSD 13, not even tried 14 yet!</li>
</ul>
<p><a href="https://x.com/karpathy/status/1988705360723763242">(1) Andrej Karpathy on X: &#8220;I took delivery of a beautiful new shiny HW4 Tesla Model X today, so I immediately took it out for an FSD test drive, a bit like I used to do almost daily for 5 years. Basically&#8230; I&#8217;m amazed &#8211; it drives really, really well, smooth, confident, noticeably better than what I&#8217;m used&#8221; / X</a></p>
<ul>
<li>11/09/2025 &#8211; Musk&#8217;s 2025 comp plan is a very tall order <a href="https://x.com/elonmusk/status/1987403092527358198">(1) Elon Musk on X: &#8220;It sure is a tall order <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f602.png" alt="😂" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Anyone can buy Tesla stock right now and come along for the ride. There will inevitably be some bumps along the way, but, with a truly immense amount of work, I think these goals can be accomplished.&#8221; / X</a></li>
</ul>
<p><a href="https://x.com/pbeisel/status/1987211877030694925">(1) phil beisel on X: &#8220;The final boss in Musk&#8217;s 2025 Comp Plan is achieving $400B in EBITDA. Perspective: $238.24 billion: Saudi Arabian Oil Company (Saudi Aramco) achieved the highest annual EBITDA on record in 2022, driven by elevated global oil prices, higher sales volumes, and strong refining&#8221; / X</a></p>
<p>The final boss in Musk&#8217;s 2025 Comp Plan is achieving <span class="r-b88u0q">$400B in EBITDA</span>.</p>
<p>Perspective:</p>
<p><span class="r-b88u0q">$238.24 billion</span>: Saudi Arabian Oil Company (Saudi Aramco) achieved the <span class="r-b88u0q">highest annual EBITDA on record in 2022</span>, driven by elevated global oil prices, higher sales volumes, and strong refining margins amid geopolitical tensions and post-pandemic demand recovery. This figure surpasses other major companies like ExxonMobil (<span class="r-b88u0q">$102.59 billion in 2022</span>) and NVIDIA (<span class="r-b88u0q">$34.48 billion in fiscal 2024</span>). For context, Aramco&#8217;s 2023 EBITDA was approximately $236.81 billion, still leading but lower than 2022&#8217;s peak.</p>
<p>Let that sink in.</p>
<p><a href="https://x.com/pbeisel/status/1987215070431223816">(1) phil beisel on X: &#8220;Mag 7 comparison 2024: https://t.co/WcAgB2GwRK&#8221; / X</a></p>
<p><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/G5QBkFDbIAA_HwU?format=png&amp;name=large" alt="Image" width="452" height="197" /></p>
<ul>
<li>11/07/2025 &#8211; great answers from Alexandra</li>
</ul>
<p><a href="https://x.com/TeslaBoomerMama/status/1986909045366632696">(2) Ale𝕏andra Merz <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f1fa-1f1f2.png" alt="🇺🇲" class="wp-smiley" style="height: 1em; max-height: 1em;" /> on X: &#8220;Bloomberg interview from this morning. Looking understandable a bit tired, but like what was said. You? Thanks for having me, @EdLudlow and @CarolineHydeTV , tough questions today. https://t.co/Rr2ac38mOa&#8221; / X</a></p>
<p><a href="https://www.youtube.com/watch?v=W2PfwT07oyw&amp;embeds_referring_euri=https%3A%2F%2Fx.com%2F&amp;source_ve_path=Mjg2NjY">Tesla Approves Musk Pay, Board to Review xAI Investment &#8211; YouTube</a></p>
<ul>
<li>11/07/2025 &#8211; <a href="https://www.youtube.com/watch?v=VGPlvmMjPtE">2025 Annual Shareholder Meeting | Tesla</a></li>
</ul>
<p>with FSD 14.3, people can text and sleep, and the car can drive itself to the destination!</p>
<p><a href="https://x.com/elonmusk/status/1986673038696632335">(3) Elon Musk on X: &#8220;Time to pull a LOT of rabbits out of the hat&#8221; / X</a></p>
<p><a href="https://www.wsj.com/business/autos/elon-musk-tesla-pay-package-vote-9abd5a73?mod=hp_lead_pos3">Tesla Shareholders Approve Elon Musk’s $1 Trillion Pay Package &#8211; WSJ</a></p>
<p><a href="https://www.wsj.com/business/autos/the-hurdles-elon-musk-must-clear-to-unlock-1-trillion-in-tesla-pay-bcdcf088?mod=WTRN_pos1">The Hurdles Elon Musk Must Clear to Unlock $1 Trillion in Tesla Pay &#8211; WSJ</a></p>
<ul>
<li>11/05/2025 &#8211; good win for Nasa and musk</li>
</ul>
<p><a href="https://x.com/elonmusk/status/1985850967888445645">(2) Elon Musk on X: &#8220;<img src="https://s.w.org/images/core/emoji/17.0.2/72x72/2665.png" alt="♥" class="wp-smiley" style="height: 1em; max-height: 1em;" /><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f680.png" alt="🚀" class="wp-smiley" style="height: 1em; max-height: 1em;" /><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f1fa-1f1f8.png" alt="🇺🇸" class="wp-smiley" style="height: 1em; max-height: 1em;" /> https://t.co/3SVR8U7lrO&#8221; / X</a></p>
<p><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/G48o7ggbQAI8m_N?format=jpg&amp;name=small" alt="Screenshot of a tweet from Donald J Trump with American flag emojis, text praising Sean Duffy as interim NASA administrator and nominating Jared Isaacman for his business, philanthropy, piloting, and astronaut experience to lead NASA into a new era of space exploration, congratulating Jared, his wife Monica, and children Mila and Liv, signed by President DJT, dated Nov 04 2025 at 4:42 PM UTC, with 1,656 likes and view count." width="326" height="275" /></p>
<ul>
<li>11/05/2025 &#8211; <a href="https://www.wsj.com/tech/musk-tesla-compensation-xai-40d84f8a?mod=hp_lead_pos7">Tesla Is Obsessed With Musk’s Pay Package. Musk Is Obsessed With AI. &#8211; WSJ</a> Focus on winning tech arms race leads to long hours at xAI; employees turned over biometric data to develop controversial avatars &#8211; it is a good thing for him to focus on AI</li>
<li>11/05/2025 &#8211; <a href="https://x.com/teslayoda/status/1985864345079988301">(2) Tesla Yoda on X: &#8220;<img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f6a8.png" alt="🚨" class="wp-smiley" style="height: 1em; max-height: 1em;" />Buckle up — shit’s about to get real. Tesla hires Senior Robotaxi Insurance Claims Specialist. https://t.co/RAdjJCYCeS&#8221; / X</a></li>
</ul>
<p><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/G480z56bQAMoGxf?format=jpg&amp;name=900x900" alt="Textual job posting screenshot for Tesla Senior Insurance Claims Specialist Robotaxi role in Hayward California with requirement ID 255048 full-time position details on global risk management team overseeing corporate insurance programs across business components critical role in managing claims for Robotaxi and ride-hail operations as claims expert delivering customer service strong experience in claims handling supporting innovative transport initiatives." width="472" height="269" /></p>
<ul>
<li>11/04/2025 &#8211; <a href="https://www.msn.com/en-us/money/savingandinvesting/big-short-trader-makes-1bn-bet-against-ai-boom/ar-AA1PM0vU?ocid=msedgntp&amp;pc=U531&amp;cvid=690a105e205b4b11a7d11d50647ad269&amp;ei=15">‘Big Short’ trader makes $1bn bet against AI boom</a></li>
</ul>
<p data-t="{&quot;n&quot;:&quot;blueLinks&quot;,&quot;t&quot;:13,&quot;a&quot;:&quot;click&quot;,&quot;b&quot;:76}">A US investor depicted in the film The Big Short has placed a significant bet against artificial intelligence (AI).</p>
<p data-t="{&quot;n&quot;:&quot;blueLinks&quot;,&quot;t&quot;:13,&quot;a&quot;:&quot;click&quot;,&quot;b&quot;:76}">Michael Burry, who bet on a US housing market crash in the run-up to the 2007 crisis, has wagered $1.1bn (£840m) on falls in shares of chip-maker Nvidia and software company Palantir.</p>
<p data-t="{&quot;n&quot;:&quot;blueLinks&quot;,&quot;t&quot;:13,&quot;a&quot;:&quot;click&quot;,&quot;b&quot;:76}">On Monday, he posted a chart titled “US tech capex [capital expenditure] growth is matching the tech bubble of 1999-2000” and another showing how growth in demand for cloud computing at major tech companies is slowing.</p>
<p data-t="{&quot;n&quot;:&quot;blueLinks&quot;,&quot;t&quot;:13,&quot;a&quot;:&quot;click&quot;,&quot;b&quot;:76}">Mr Burry’s investment firm Scion Asset Management has bought “put” contracts covering $912m of shares in software company Palantir and $187m of shares in chip-maker Nvidia, according to analysis of the fund’s portfolio update by investment research platform Quiver Quantitative.</p>
<p data-t="{&quot;n&quot;:&quot;blueLinks&quot;,&quot;t&quot;:13,&quot;a&quot;:&quot;click&quot;,&quot;b&quot;:76}"><a href="https://x.com/QuiverQuant/status/1985464359750140237?ref_src=twsrc%5Etfw%7Ctwcamp%5Etweetembed%7Ctwterm%5E1985464359750140237%7Ctwgr%5Ed5e65a8e11392b7ae1f3fd5a2bf88cb9dca5bb4f%7Ctwcon%5Es1_&amp;ref_url=https%3A%2F%2Fwww.telegraph.co.uk%2Fbusiness%2F2025%2F11%2F04%2Fbig-short-trader-makes-1bn-bet-against-ai-boom%2F">(1) Quiver Quantitative on X: &#8220;BREAKING: Michael Burry just filed a portfolio update. He entered massive options positions betting against Nvidia and Palantir. He bought call options betting on Halliburton and Pfizer. Full portfolio up on Quiver. https://t.co/gImnU9dYYL&#8221; / X</a></p>
<p data-t="{&quot;n&quot;:&quot;blueLinks&quot;,&quot;t&quot;:13,&quot;a&quot;:&quot;click&quot;,&quot;b&quot;:76}"><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/G43JH67XQAEdfNo?format=jpg&amp;name=900x900" alt="Screenshot of Quiver Quantitative dashboard displaying Scion Asset Management LLC portfolio options holdings. Table lists stocks including PLTR with put type and 5000 holdings valued at 912100, NVDA put with 1000 holdings at 1858000, PFE call with 6000 at 1528000, HAL call with 2500 at 851500, and others like UUUU, JD, BABA with zero or low values. Columns show stock, type, holdings, value, change, and change value. Quiver Quantitative logo and join button visible at top." width="481" height="347" /></p>
<ul>
<li>11/04/2025 &#8211; <a href="https://www.wsj.com/business/autos/major-tesla-investor-rejects-elon-musks-1-trillion-pay-deal-a55d2e68?mod=hp_lead_pos6">Major Tesla Investor Rejects Elon Musk’s $1 Trillion Pay Deal &#8211; WSJ</a> Norway’s sovereign-wealth fund is the first major institutional investor to disclose how it voted</li>
</ul>
<ul>
<li>11/01/2025 &#8211; <a href="https://x.com/CuriousPejjy/status/1984552406093287628">(1) Pejjy on X: &#8220;Question: If the regulators in the US only allow for manufacturers to sell 2500 cars without steering wheel and pedals, doesn&#8217;t $TSLA NEED to put steering wheels and pedals so they can sell beyond the limit? I&#8217;m well aware that this limit will be increased but not entirely&#8221; / X</a></li>
</ul>
<div><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">Question: If the regulators in the US only allow for manufacturers to sell 2500 cars without steering wheel and pedals, doesn&#8217;t </span><span class="r-18u37iz">$TSLA</span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"> NEED to put steering wheels and pedals so they can sell beyond the limit? I&#8217;m well aware that this limit will be increased but not entirely convinced it will be removed completely unless crazy amount of data convinces regulators otherwise (which there is a low chance of that). Speculating this and knowing that Elon said and confirmed that they are NOT putting a steering wheel and pedal in the Cybercab, how will they scale the Cybercab to millions?</span></div>
<div></div>
<div>
<div>
<ol>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">The post accurately highlights NHTSA&#8217;s exemption limiting sales of autonomous vehicles without steering wheels or pedals to 2,500 units annually, raising a practical challenge for scaling Tesla&#8217;s Cybercab to millions amid Elon&#8217;s confirmed no-controls design.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Tesla can bypass this sales cap by producing and deploying Cybercabs in its own robotaxi fleet for operation rather than public sale, a strategy echoed in replies and aligning with higher profitability from fleet utilization over individual ownership.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Recent NHTSA updates in June 2025 streamlined exemption reviews, and accumulating FSD safety data could prompt further regulatory expansions, though full removal of the limit remains uncertain without overwhelming evidence.</span></span></li>
</ol>
</div>
</div>
<ul>
<li>11/01/2025 &#8211; <a href="https://x.com/CuriousPejjy/status/1984314840777687176">(1) Pejjy on X: &#8220;Elon Musk on Joe Rogan regarding $TSLA Roadster: Elon: &#8220;We are getting close to demonstrating the product. I can guarantee is that this product demo will be unforgettable.&#8221; Joe: &#8220;How so?&#8221; Elon: &#8220;Well, you know, my friend Peter Teal once reflected that the future was supposed https://t.co/anoFEJpSFp&#8221; / X</a></li>
<li>10/23/2025 &#8211; TSLA has solved the unsupervised FSD problem?</li>
</ul>
<p><a href="https://x.com/SawyerMerritt/status/1981461127046258981">Sawyer Merritt on X: &#8220;A new 30-minute presentation from @aelluswamy, Tesla’s VP of AI, has been released, where he talks about FSD, AI and the team’s latest progress. Highlight from the presentation: • Tesla&#8217;s vehicle fleet can provide 500 years of driving data every single day. Curse of https://t.co/PAUAG01TQc&#8221; / X</a></p>
<p>the full video: <a href="https://www.youtube.com/watch?v=wHK8GMc9O5A&amp;t=8s">Tesla ICCV 2025 Foundational Model for FSD</a></p>
<ul>
<li>10/22/2025 &#8211; TSLA&#8217;s 3Q2025 earning call</li>
</ul>
<p><a href="https://seekingalpha.com/article/4832142-tesla-inc-tsla-q3-2025-earnings-call-transcript">Tesla, Inc. (TSLA) Q3 2025 Earnings Call Transcript | Seeking Alpha</a></p>
<p>So that&#8217;s really the game changer. And we do see like &#8212; at this point, I feel essentially 100% confident &#8212; I&#8217;d say not essentially, 100% confident that we can solve unsupervised full self-driving at a safety level much greater than human. So we&#8217;ve released 14.1. &#8211; Elon Musk</p>
<p><a href="https://x.com/teslayoda/status/1981129471966244964">(1) Tesla Yoda on X: &#8220;Signals from Tesla&#8217;s Q3 call: &#8211; Elon is 100% confident that Tesla will solve Unsupervised FSD. &#8211; Clarity on solving FSD is the signal for Tesla to expand production. &#8211; Cybercab volume production starts Q2 2026. &#8211; Safety monitor will be removed in Austin by end of year. &#8211; Safety&#8221; / X</a></p>
<ul>
<li>10/20/2025 &#8211; FSD 14.1.2 in NYC</li>
</ul>
<p><a href="https://x.com/aelluswamy/status/1979970785617031504?s=43">(1) Ashok Elluswamy on X: &#8220;For those who are still skeptical of using cameras + neural nets to drive the car, this video is the antithesis.&#8221; / X</a></p>
<ul>
<li>10/19/2025 &#8211; <a href="https://www.wsj.com/economy/trade/how-china-took-over-the-worlds-rare-earths-industry-fb668839?mod=hp_lead_pos9">How China Took Over the World’s Rare-Earths Industry &#8211; WSJ</a> Beijing used bare-knuckle tactics in multidecade effort to consolidate control over supplies</li>
</ul>
<p>China produced around 97% of the world’s rare earths, giving it what was effectively a global monopoly.</p>
<ul>
<li>10/15/2025 &#8211; <a href="https://x.com/jonathanwstokes/status/1978159082419708137">(1) Jonathan Stokes on X: &#8220;Tesla Robotaxi is now spreading its glorious tentacles across 20 metro areas. Here is the latest data, along with a smorgasbord of footnotes. The future is coming&#8230; https://t.co/TdoXFEYJor&#8221; / X</a></li>
</ul>
<p><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/G3PVILvacAAdeUu?format=jpg&amp;name=900x900" alt="Image" width="446" height="526" /></p>
<ul>
<li>10/13/2025 &#8211; <a href="https://x.com/WholeMarsBlog/status/1977560183686726000">(3) Whole Mars Catalog on X: &#8220;Things got pretty crazy on my first daytime drive with Tesla Self-Driving 14.1.1. I give my commentary. Don&#8217;t miss the closed road at 23:30 https://t.co/MA4Qp9QP0E&#8221; / X</a></li>
<li>10/13/2025 &#8211; <a href="https://x.com/SawyerMerritt/status/1977742030236184831">(3) Sawyer Merritt on X: &#8220;NEWS: Tesla China VP Grace Tao says the company has begun a production ramp-up for Q4 at Giga Shanghai. &#8220;At the beginning of the fourth quarter, the brothers and sisters of the Shanghai factory are working hard to expand production and sprint at full power, so that car owners in https://t.co/QP6PFgfdaM&#8221; / X</a></li>
</ul>
<p><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/G3JZl9fXUAAeq4b?format=jpg&amp;name=large" alt="Image" width="416" height="515" /></p>
<ul>
<li>10/13/2025 &#8211; <a href="https://x.com/Tesla/status/1977443755256111109">(2) Tesla on X: &#8220;Setting the record straight &#8221; / X</a></li>
</ul>
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<div class="public-DraftStyleDefault-block public-DraftStyleDefault-ltr" data-offset-key="dhiam-0-0"><span data-offset-key="dhiam-0-0">Tesla’s next chapter has the potential to create a world we’ve only begun to imagine. It also has the potential to create trillions of dollars in shareholder value. But we need your support to help make our vision a reality.</span></div>
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<div class="public-DraftStyleDefault-block public-DraftStyleDefault-ltr" data-offset-key="47vnm-0-0"><span data-offset-key="47vnm-0-0">Ahead of our Annual Meeting on November 6, we are asking shareholders to vote “FOR” three proposals critical to the future of Tesla: Proposal 4 (approval of the 2025 CEO Performance Award), Proposal 3 (approval of the A&amp;R 2019 Equity Incentive Plan) and Proposal 1 (election of our three Class III directors).</span></div>
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<p><span data-offset-key="bns7p-0-0">View our latest investor presentation to learn more → </span></p>
<div class="css-175oi2r r-1loqt21 r-1471scf r-o7ynqc r-6416eg r-1ny4l3l"><a class="css-146c3p1 r-bcqeeo r-1ttztb7 r-qvutc0 r-37j5jr r-1inkyih r-rjixqe r-16dba41 r-1ddef8g r-tjvw6i r-1loqt21" dir="ltr" role="link" href="https://www.votetesla.com/wp-content/uploads/2025/10/Tesla-Shareholder-Presentation-10-6-25.pdf" target="_blank" rel="noopener noreferrer nofollow"><span data-offset-key="bns7p-1-0">https://www.votetesla.com/wp-content/uploads/2025/10/Tesla-Shareholder-Presentation-10-6-25.pdf</span></a></div>
<div></div>
</div>
</div>
<ul>
<li>10/07/2025 &#8211; FSD V14 has come, more updates to come</li>
</ul>
<p><a href="https://x.com/elonmusk/status/1975583643365220813">(3) Elon Musk on X: &#8220;Many more Tesla self-driving V14 improvements still to come, but wide rollout of V14.1 has begun. 14.2 rolls out in a few weeks and then 14.3 a few weeks later, depending on safety testing. There is so much change that we are carefully confirming each one.&#8221; / X</a></p>
<p><a href="https://x.com/aelluswamy/status/1975516996134723818">(3) Ashok Elluswamy on X: &#8220;FSD 14.1, the first in the v14 series, has officially started rolling out to customers! Many follow up releases, with significant improvements, are in the works. These should ship through the rest of this year. Enjoy, and looking forward to your feedback! https://t.co/UJ4Y1YPLnA&#8221; / X</a></p>
<p><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/G2pyPQyboAAzCbo?format=jpg&amp;name=large" alt="Image" width="293" height="457" /></p>
<p><a href="https://x.com/AlexStypik/status/1975551778172420473">(3) Alex Stypik on X: &#8220;@WholeMarsBlog Looks like we finally have FSD at 100% point to point , not just destination to destination. Parking lots were always hit and miss. Sometimes I did have FSD park at destination but mostly no. This is a game changer. Thanks for staying up all night for this.&#8221; / X</a></p>
<ul>
<li>10/03/2025 &#8211; <a href="https://x.com/elonmusk/status/1974338806305411516">(3) Elon Musk on X: &#8220;Tesla Optimus learning Kung Fu https://t.co/ziEuiiKWn7&#8221; / X</a></li>
<li>10/01/2025 &#8211; <a href="https://x.com/SawyerMerritt/status/1973110230189068508">(2) Sawyer Merritt on X: &#8220;Here is Franz’s full interview on CNBC today. He said that the version of the Cybercab that was unveiled last year will basically be the one that will hits roads next year, with maybe some minor changes, but Franz says “its only improvements to make it more efficient and better” https://t.co/OQREmj1tNm&#8221; / X</a></li>
</ul>
<p>https://x.com/SawyerMerritt/status/1973110230189068508</p>
<ul>
<li>09/28/2025 &#8211; comments on FSD 14</li>
</ul>
<p><a href="https://x.com/pbeisel/status/1972361705486418346">(2) phil beisel on X: &#8220;FSD Version 14 Maybe this week we get version 14.0, as foretold by the profit [sic]. Key/expected features: 1. Version 14 10x larger model than 13, trained on more data and with many reinforcement learning (RL) use cases (see article). 2. Version 14 is multi-mode: it can https://t.co/d7AK5txr3y&#8221; / X</a></p>
<p>FSD Version 14 Maybe this week we get version 14.0, as foretold by the profit [sic]. Key/expected features: 1. Version 14 10x larger model than 13, trained on more data and with many reinforcement learning (RL) use cases (see article). 2. Version 14 is multi-mode: it can operate in supervised, unsupervised, and unsupervised Robotaxi modes, all software-controlled*. 3. Version 14.1 incorporates more fine-tuning based on an expanded range of RL use cases. Use cases likely fielded from Robotaxi experiences (Austin/Bay Area). 4. Version 14.2 expands RL use cases further. Elon’s comments on the ‘sentient’ feel of 14.2 likely come from his experience with a subset of defined cases in Version 14, and from that he can extrapolate how the full set of cases tuned in 14.2 delivers the broader ‘sentient’ experience. The tuning from 14 to 14.2 essentially completes those known areas to create a comprehensive ‘sentient-like’ reality. 5. Version 14 will only run on HW4 vehicles. 6. Version 14.2 will likely catalyze the removal of safety observers for Robotaxi. They may still be required/desired in new areas or for regulatory reasons (as is currently the case in the Bay Area). *The existence of unsupervised mode does not mean Tesla will enable it for FSD users. Multi-mode operation simply makes it <span class="r-36ujnk">possible</span>; activation will be location-dependent and will be restricted in certain (many) areas. Dynamic mode switching will occur as the car moves between regions, with user-facing prompts to indicate these changes.</p>
<p><a href="https://x.com/pbeisel/status/1967950104616411621">(2) phil beisel on X: &#8220;The Magic of Tesla FSD, part 7 (v14 edition)&#8221; / X</a></p>
<ul>
<li>09/27/2025 &#8211; <a href="https://x.com/elonmusk/status/1971851975731171736">(1) Elon Musk on X: &#8220;@BasedBeffJezos Tesla is working hard on scaling Optimus&#8221; / X</a></li>
<li>09/25/2025 &#8211; FSD 14.0 is coming next week</li>
</ul>
<p><a href="https://x.com/elonmusk/status/1971134989132759088">(1) Elon Musk on X: &#8220;@Jason Version 14.0 goes into early wide release next week, then 14.1 about 2 weeks later and finally 14.2. The car will feel almost like it is sentient being by 14.2.&#8221; / X</a></p>
<ul>
<li>09/23/2025 &#8211; <a href="https://x.com/CuriousPejjy/status/1970552156559229262">(5) Pejjy on X: &#8220;Elon&#8217;s latest comments on $TSLA&#8217;s compensation package https://t.co/fyfnERvCRv&#8221; / X</a></li>
</ul>
<p><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/G1jOvUnXEAAfzxy?format=jpg&amp;name=medium" alt="Image" width="412" height="290" /></p>
<ul>
<li>09/21/2025 &#8211; autonomous driving will be the biggest creation of wealth in human history</li>
</ul>
<p><a href="https://x.com/elonmusk/status/1969934865215922560">(5) Elon Musk on X: &#8220;@thecybersurg Not transfer of wealth, creation of wealth. The pie will get much larger. The opposite of a zero-sum game.&#8221; / X</a></p>
<p><a href="https://x.com/thecybersurg/status/1969772055663927332">(5) The Surfing CyberSurgeon© <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f52a.png" alt="🔪" class="wp-smiley" style="height: 1em; max-height: 1em;" /> <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f3c4-200d-2642-fe0f.png" alt="🏄‍♂️" class="wp-smiley" style="height: 1em; max-height: 1em;" /><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f919.png" alt="🤙" class="wp-smiley" style="height: 1em; max-height: 1em;" /> <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/262e.png" alt="☮" class="wp-smiley" style="height: 1em; max-height: 1em;" /> on X: &#8220;This week I will drop another $50,000 into Tesla. The majority of our population does not know what’s about to happen. As Elon said, this will be the biggest transfer of wealth in human history. Tesla will run autonomy.&#8221; / X</a></p>
<ul>
<li>09/18/2025 &#8211; <a href="https://x.com/SawyerMerritt/status/1968420343502291241">(1) Sawyer Merritt on X: &#8220;Tesla has just filed its final (definitive) 2025 Proxy Statement, which means shareholders will now be able to vote on Elon&#8217;s 2025 performance based pay package proposal, Tesla investing in xAI, etc. Keep an eye out in the coming days for information from your brokerage on https://t.co/u1Q1muwGdS&#8221; / X</a></li>
</ul>
<p><a href="https://ir.tesla.com/_flysystem/s3/sec/000110465925090866/tm252289-12_def14a-gen.pdf">tm252289-12_def14a-gen.pdf</a></p>
<ul>
<li>09/16/2025 &#8211; Phil Beisel&#8217;s excellent articles on FSD and AI</li>
</ul>
<p><a href="http://www.timelessinvestor.com/wp-content/uploads/2025/09/Phil.Beisel.on_.FSD_.and_.AI_.pdf">Phil.Beisel.on.FSD.and.AI</a></p>
<ul>
<li>09/16/2025 &#8211; <a href="https://x.com/herbertong/status/1967851227003445693">(1) Herbert Ong on X: &#8220;<img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f6a8.png" alt="🚨" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Elon is BACK! Elon on his past few days: Friday late-night Optimus work → redeye to Austin for lunch w/ kids + AI5 reviews Sat → Mon Colossus II tour → 12 hrs of Tesla meetings (AI, Optimus, production, delivery) $TSLA https://t.co/afRimAIGgS&#8221; / X</a></li>
</ul>
<p><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/G0815jvbwAA7C3a?format=jpg&amp;name=large" alt="Image" width="337" height="363" /></p>
<p><a href="https://x.com/elonmusk/status/1967813970783604818">(1) Elon Musk on X: &#8220;@greggertruck Daddy is very much home. Am burning the midnight oil with Optimus engineering on Friday night, then redeye overnight to Austin arriving 5am, wake up to have lunch with my kids and then spend all Saturday afternoon in deep technical reviews for the Tesla AI5 chip design. Fly&#8221; / X</a></p>
<ul>
<li>09/15/2025 &#8211; Elon and Kimbal can vote on all Matters, including his comp package</li>
</ul>
<p><a href="https://x.com/TeslaBoomerMama/status/1967640498103058432">(3) Ale𝕏andra Merz <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f1fa-1f1f2.png" alt="🇺🇲" class="wp-smiley" style="height: 1em; max-height: 1em;" /> on X: &#8220;<img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f5f3.png" alt="🗳" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Elon and Kimbal can vote on all Matters Here the passage of the proxy (proxy page 88, pdf page 102) for the 2025 CEO Performance Award: https://t.co/muvvlqRbLV&#8221; / X</a></p>
<p>Elon and Kimbal can vote on all Matters Here the passage of the proxy (proxy page 88, pdf page 102) for the 2025 CEO Performance Award:</p>
<p><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/G052Tk6aEAQSOV_?format=jpg&amp;name=large" alt="Image" width="442" height="238" /></p>
<p><a href="https://x.com/TeslaBoomerMama/status/1967650844675088625">(3) Ale𝕏andra Merz <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f1fa-1f1f2.png" alt="🇺🇲" class="wp-smiley" style="height: 1em; max-height: 1em;" /> on X: &#8220;@HopeUnblemished Couple more days, waiting for the definitive Proxy. Should come between today and next Monday.&#8221; / X</a></p>
<ul>
<li>09/15/2025 &#8211; <a href="https://x.com/SawyerMerritt/status/1967569781978169830">Sawyer Merritt on X: &#8220;It&#8217;s worth noting that this stock purchase was NOT part of a 10b5-1 trading plan. Elon literally just decided to straight up buy $1 billion of $TSLA stock on the open market, increasing his stake in Tesla by 0.62%. A big vote of confidence.&#8221; / X</a></li>
</ul>
<p><a href="https://x.com/SawyerMerritt/status/1967566651882426641">Sawyer Merritt on X: &#8220;BREAKING: Elon Musk bought about $1 billion of Tesla stock last Friday, his first $TSLA purchase on the open market in over 5.5 years, according to a new SEC filing. $TSLA is up 8.2% to $428 in pre-market trading on the news. https://t.co/Vuz9jhQk8R&#8221; / X</a></p>
<ul>
<li>09/15/2025 &#8211; <a href="https://www.wsj.com/tech/tesla-shares-rise-on-elon-musks-1-billion-stock-purchase-ca78b00c?mod=hp_lead_pos3">Elon Musk Purchases $1 Billion in Tesla Stock; EV Maker’s Shares Rise &#8211; WSJ</a> Move signals Musk’s commitment to electric-vehicle maker as board prepares lucrative new pay package</li>
</ul>
<p class="css-1akm6h5-Paragraph e1e4oisd0" data-type="paragraph">Shares in <a class="ekxajjj0 css-i0lbhy-OverridedLink" href="https://www.wsj.com/market-data/quotes/TSLA" target="_blank" rel="noopener" data-type="company">Tesla</a> <a class="css-1p1beha-ChicletStyle e1vl9ktx2" href="https://www.wsj.com/market-data/quotes/TSLA">TSLA <span class="css-1hk2j0i-ChicletChange e1vl9ktx3">7.36%</span><span class="css-f7n30v-Arrow e1vl9ktx1"><span class="css-1q7p60h-ArrowHiddenLabel e1vl9ktx0">increase; green up pointing triangle</span></span></a> jumped in premarket trading Monday after <a class="ekxajjj0 css-i0lbhy-OverridedLink" href="https://www.wsj.com/topics/person/elon-musk" target="_blank" rel="noopener" data-type="person">Elon Musk</a> disclosed his first purchase of the stock in the open market since February 2020.</p>
<p class="css-1akm6h5-Paragraph e1e4oisd0" data-type="paragraph">Tesla’s chief executive purchased more than 2.5 million shares in the company Friday, totalling around $1 billion, according to <a class="ekxajjj0 css-i0lbhy-OverridedLink" href="https://prod-i.a.dj.com/public/resources/documents/elon-musk-sec-form-4.pdf" target="_blank" rel="noopener" data-type="link">a regulatory filing</a> released Monday.</p>
<p data-type="paragraph"><a href="https://x.com/herbertong/status/1967539156936196150">(1) Herbert Ong on X: &#8220;<img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f6a8.png" alt="🚨" class="wp-smiley" style="height: 1em; max-height: 1em;" /> BREAKING: Elon Musk bought over 2.56M $TSLA shares in a Form 4 filing, worth over $1B. <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f680.png" alt="🚀" class="wp-smiley" style="height: 1em; max-height: 1em;" /> https://t.co/65liXMokUj&#8221; / X</a></p>
<p data-type="paragraph"><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/G04abm5bUAAh_1h?format=jpg&amp;name=large" alt="Image" width="375" height="630" /></p>
<p data-type="paragraph"><a href="https://x.com/elonmusk/status/1967591664886984789">(2) Elon Musk on X: &#8220;TSLA up $69 to ~$420 as foretold in the prophecy https://t.co/6uZfOIMPyO&#8221; / X</a></p>
<p data-type="paragraph"><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/G05KMFhbsAAjRRZ?format=jpg&amp;name=large" alt="Image" width="240" height="308" /></p>
<ul>
<li>09/12/2025 &#8211; <a href="https://x.com/herbertong/status/1966539721204736134">(1) Herbert Ong on X: &#8220;<img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f6a8.png" alt="🚨" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Tesla Chair Robyn Denholm breaks down Elon Musk’s proposed 2025 pay package, why retaining him matters, AI + autonomy goals, voting control, and even succession planning. Here&#8217;s her full interview: 00:00 Tesla’s Long-Term Goals 01:33 Musk’s Compensation 04:21 Elon &amp; https://t.co/EUKQ4xXUGO&#8221; / X</a></li>
</ul>
<p><a href="https://www.youtube.com/watch?v=6t9g_Y3WgeE">Tesla Chair on Elon Musk&#8217;s Pay, Succession Plans, and Politics</a></p>
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">Tesla Chair Robyn Denholm breaks down Elon Musk’s proposed 2025 pay package, why retaining him matters, AI + autonomy goals, voting control, and even succession planning. Here&#8217;s her full interview: </span></p>
<p><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" role="link" href="https://x.com/herbertong/status/1966539721204736134?t=0"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">00:00</span></a></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"> Tesla’s Long-Term Goals </span></p>
<p><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" role="link" href="https://x.com/herbertong/status/1966539721204736134?t=93"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">01:33</span></a></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"> Musk’s Compensation </span></p>
<p><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" role="link" href="https://x.com/herbertong/status/1966539721204736134?t=261"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">04:21</span></a></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"> Elon &amp; Politics </span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" role="link" href="https://x.com/herbertong/status/1966539721204736134?t=511"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">08:31</span></a></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"> Voting &amp; Leadership </span></p>
<p><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" role="link" href="https://x.com/herbertong/status/1966539721204736134?t=753"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">12:33</span></a></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"> Succession Planning </span></p>
<p><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" role="link" href="https://x.com/herbertong/status/1966539721204736134?t=1122"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">18:42</span></a></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"> Safety &amp; Wrap-Up</span></p>
<ul>
<li>09/10/2025 &#8211; Elon Musk at the All-In Summit</li>
</ul>
<p><a href="https://x.com/theallinpod/status/1965595045932986450">(1) The All-In Podcast on X: &#8220;<img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f6a8.png" alt="🚨" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Elon Musk at the All-In Summit &#8212; DOGE &#8212; Optimus &#8212; Starlink smartphones &#8212; &#8220;Grokipedia&#8221; &#8212; Evolving with AI &#8212; Why the West is Imploding &#8212; Understanding the universe &#8212; Colonizing Mars ++ much more (0:00) Introducing Elon Musk (2:47) Optimus: Progress and potential, the https://t.co/yOIL0GxKyw&#8221; / X</a></p>
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">&#8212; DOGE &#8212; Optimus &#8212; Starlink smartphones &#8212; &#8220;Grokipedia&#8221; &#8212; Evolving with AI &#8212; Why the West is Imploding &#8212; Understanding the universe &#8212; Colonizing Mars ++ much more (</span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" role="link" href="https://x.com/theallinpod/status/1965595045932986450?t=0"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">0:0<span class="r-b88u0q">0</span></span></a></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">) Introducing Elon Musk (</span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" role="link" href="https://x.com/theallinpod/status/1965595045932986450?t=167"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">2:4<span class="r-b88u0q">7</span></span></a></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">) Optimus: Progress and potential, the “hands problem” (</span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" role="link" href="https://x.com/theallinpod/status/1965595045932986450?t=740"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">12:<span class="r-b88u0q">20</span></span></a></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">) Tesla: AI5 chips, impact on FSD (</span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" role="link" href="https://x.com/theallinpod/status/1965595045932986450?t=1010"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">16:<span class="r-b88u0q">50</span></span></a></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">) SpaceX: Vision for Starlink-enabled smartphones, $17B spectrum deal, Starship update (</span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" role="link" href="https://x.com/theallinpod/status/1965595045932986450?t=1576"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">26:<span class="r-b88u0q">16</span></span></a></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">) xAI: Next-gen Grok models, Colossus 2, scaling laws, “Grokipedia” (</span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" role="link" href="https://x.com/theallinpod/status/1965595045932986450?t=1889"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">31:<span class="r-b88u0q">29</span></span></a></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">) Evolving alongside AI, implosion of the West, the religion vacuum (</span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" role="link" href="https://x.com/theallinpod/status/1965595045932986450?t=2256"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">37:<span class="r-b88u0q">36</span></span></a></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">) Understanding the universe, going to the Moon, what happens on Mars?</span></p>
<ul>
<li>09/09/2025 &#8211; <a href="https://x.com/CuriousPejjy/status/1965148522191487137">(1) Pejjy on X: &#8220;This is interesting&#8230; $TSLA made the first Elon&#8217;s comp package in 2012 and 12-18 months later the stock went up 500%. The second Elon&#8217;s comp package was in 2018 and 12-18 months later $TSLA stock started to ROAR until Nov 2021 (went up 2,000%). It looks like there is a&#8221; / X</a></li>
</ul>
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">This is interesting&#8230; </span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" role="link" href="https://x.com/search?q=%24TSLA&amp;src=cashtag_click">$TSLA</a></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"> made the first Elon&#8217;s comp package in 2012 and 12-18 months later the stock went up 500%. The second Elon&#8217;s comp package was in 2018 and 12-18 months later </span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" role="link" href="https://x.com/search?q=%24TSLA&amp;src=cashtag_click">$TSLA</a></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"> stock started to ROAR until Nov 2021 (went up 2,000%). It looks like there is a correlation with Elon&#8217;s pay package and the stock price. When Elon and investors know what the goals and incentives are, there&#8217;s a big push in the company and in the stock price. Now the third Elon&#8217;s comp package just got released. The next 12-18 months are going to be really interesting&#8230; LFG!</span></p>
<ul>
<li>09/09/2025 &#8211; <a href="https://x.com/herbertong/status/1965257800441074056">(1) Herbert Ong on X: &#8220;<img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f6a8.png" alt="🚨" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Tesla just unveiled Megablock 20 MWh AC blocks, 25-year life, 91% efficiency, faster installs &amp; lower costs. Built on Megapack 3 tech, scaling to 50 GWh/yr. Deliveries start 2026. The energy business is just getting started. $TSLA https://t.co/8QrCzm4l5G&#8221; / X</a></li>
</ul>
<p>Tesla just unveiled Megablock 20 MWh AC blocks, 25-year life, 91% efficiency, faster installs &amp; lower costs. Built on Megapack 3 tech, scaling to 50 GWh/yr. Deliveries start 2026. The energy business is just getting started.</p>
<ul>
<li>09/08/2025 &#8211; <a href="https://x.com/joehansenxx/status/1964790095971860702">(1) Joe Hansen on X: &#8220;Elon Musk is setting high expectations for Tesla AI5 and AI6 chips Musk confirmed this week that Tesla had just completed a design review for AI5. Elon Musk is setting high expectations for Tesla’s in-house silicon program. As per Musk in a set of recent posts on X, Tesla’s AI5 https://t.co/PnPhG4HZ49&#8221; / X</a></li>
</ul>
<p>Musk confirmed this week that Tesla had just completed a design review for AI5.</p>
<p>Elon Musk is setting high expectations for Tesla’s in-house silicon program. As per Musk in a set of recent posts on X, Tesla’s AI5 and AI6 will be game-changing.</p>
<p>Tesla’s AI5 and AI6 are incredibly important for Tesla’s future, which will likely be built on the back of very high-volume products like Optimus and the Cybercab.</p>
<p><span class="r-b88u0q">Musk sets high expectations</span></p>
<p>Musk confirmed this week that Tesla had just completed a design review for AI5, which will initially be manufactured by TSMC in Taiwan before production ramps in Arizona. As per Musk, consolidating Tesla’s chip design efforts into one architecture has allowed the company to focus its silicon talent on delivering a single high-performance platform.</p>
<p>“Just had a great design review today with the Tesla AI5 chip design team! This is going to be an epic chip. And AI6 to follow has a shot at being the best (by) AI chip by far. Switching from doing 2 chip architectures to 1 means all our silicon talent is focused on making 1 incredible chip. No-brainer in retrospect,” Musk wrote in his post.</p>
<p>In a follow-up post, the CEO also stated that the company’s upcoming AI5 chip “will probably be the best inference chip of any kind” for models below ~250 billion parameters, with the “lowest cost silicon and best performance per watt.” Musk added that AI6, which follows AI5, “has a shot at being the best AI chip by far.”</p>
<p><span class="r-b88u0q">AI6 as Dojo’s successor</span></p>
<p>While AI5 is nearing production, Musk has also pointed to AI6 as Tesla’s next major target. The chip will be manufactured at Samsung’s upcoming Texas facility, part of a multibillion-dollar deal to support Tesla’s next-generation products such as the Cybercab and the Optimus humanoid robot. Musk also noted that AI6 could effectively replace Project Dojo as Tesla’s training platform, given its potential for both inference and training workloads.</p>
<p>Industry veterans have echoed this view, with former Apple and Rivian engineer Phil Beisel suggesting that “AI6 is now Dojo.” Musk appeared to agree, responding with a “bullseye” emoji. Musk has also noted on X that he would personally be walking the line in Samsung’s upcoming AI6 factory in Texas, to make sure that the facility’s output is accelerated according to Tesla’s requirements.</p>
<ul>
<li>09/08/2025 &#8211; <a href="https://x.com/elonmusk/status/1964890009854738730">(1) Elon Musk on X: &#8220;You’ll Thank Me Later&#8221; / X</a></li>
</ul>
<p><img loading="lazy" decoding="async" class="aligncenter wp-image-13577" src="http://www.timelessinvestor.com/wp-content/uploads/2025/09/thank.later_.png" alt="" width="384" height="62" srcset="http://www.timelessinvestor.com/wp-content/uploads/2025/09/thank.later_.png 464w, http://www.timelessinvestor.com/wp-content/uploads/2025/09/thank.later_-300x48.png 300w" sizes="auto, (max-width: 384px) 100vw, 384px" /></p>
<p><a href="https://x.com/TeslaBoomerMama/status/1964893132669243854">(1) Ale𝕏andra Merz <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f1fa-1f1f2.png" alt="🇺🇲" class="wp-smiley" style="height: 1em; max-height: 1em;" /> on X: &#8220;@elonmusk We sure will. And we will deliver. And then you will. And we will thank you again.&#8221; / X</a></p>
<ul>
<li>09/07/2025 &#8211; <a href="https://x.com/CathieDWood/status/1964457928272073042">(1) Cathie Wood on X: &#8220;Here we go $TSLA Robotaxi!&#8221; / X</a></li>
</ul>
<p><a href="https://x.com/wintonARK/status/1964058887348507011">(1) Brett Winton on X: &#8220;On a random Thursday in September Tesla Robotaxi app downloads cracked the top 10 of all time highest US ride-hail activation days https://t.co/r9oS4BqUfg&#8221; / X</a></p>
<p><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/G0G9JdPbUAE0Sut?format=jpg&amp;name=4096x4096" alt="Image" width="408" height="213" /></p>
<ul>
<li>09/07/2025 &#8211; <a href="https://x.com/SawyerMerritt/status/1964571972798660988">(1) Sawyer Merritt on X: &#8220;Elon says Tesla hasn’t unveiled Optimus version 3 yet, and that the gold Optimus on the far right is version 2.5 https://t.co/7wmMXKqF87&#8221; / X</a></li>
</ul>
<p><a href="https://x.com/elonmusk/status/1964569495101722883">(1) Elon Musk on X: &#8220;@niccruzpatane We haven’t shown Optimus V3 yet. It is sublime. The second two images are V2 and V2.5.&#8221; / X</a></p>
<ul>
<li>09/07/2025 &#8211; <a href="https://x.com/herbertong/status/1965051281481101575">(1) Herbert Ong on X: &#8220;<img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f6a8.png" alt="🚨" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Morgan Stanley Says Elon Musk&#8217;s $1 Trillion Package Is A &#8216;Good Deal&#8217; For $TSLA Investors Morgan Stanley&#8217;s investor and Tesla Inc. bull Adam Jonas thinks CEO Elon Musk&#8217;s new $1 trillion compensation package is positive news for the EV giant&#8217;s shareholders and investors. https://t.co/riWWuxQqhs&#8221; / X</a></li>
<li>09/06/2025 &#8211; Tesla&#8217;s Proxy including Elon Musk&#8217;s comp package is out <a href="https://www.wsj.com/tech/tesla-board-proposes-musk-pay-package-worth-as-much-as-1-trillion-over-decade-6bc5e449?mod=WTRN_pos1">Tesla Board Proposes Elon Musk Pay Package Worth as Much as $1 Trillion Over Decade &#8211; WSJ</a> The unprecedented deal would let the world’s wealthiest person receive installments of shares if Tesla hits a series of market-capitalization and other milestones</li>
</ul>
<p><a href="https://www.wsj.com/business/autos/the-trillion-dollar-man-tesla-tries-to-lock-down-elon-musk-0d63521e?mod=hp_lead_pos2">The Trillion-Dollar Man: Tesla Tries to Lock Down Elon Musk &#8211; WSJ</a> After a year of distractions, the automaker moves to motivate its CEO with a vision and challenge for the next decade</p>
<p>the official comp package document is here <a href="http://www.timelessinvestor.com/wp-content/uploads/2025/09/tm252289-4_pre14a-gen.pdf">tm252289-4_pre14a-gen</a></p>
<p><a href="https://x.com/ShrimpTeslaLong/status/1964088896909877627">(2) Joseph <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f48e.png" alt="💎" class="wp-smiley" style="height: 1em; max-height: 1em;" /><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/270c.png" alt="✌" class="wp-smiley" style="height: 1em; max-height: 1em;" /><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1fa91.png" alt="🪑" class="wp-smiley" style="height: 1em; max-height: 1em;" /><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f1fa-1f1f8.png" alt="🇺🇸" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Tesla Long Term Investor on X: &#8220;$2,730 per share at 25 P/E (adj. EBITDA). I&#8217;m sorry but I think 25 P/E is a bit too conservative even in 2030. I have always assumed 40 P/E in my projection, that brings it to $11T &#8211; $12T market cap if Elon hits all the milestones in reality. $TSLA NFA&#8221; / X</a></p>
<p>&nbsp;</p>
<ul>
<li>09/04/2025 &#8211; <a href="https://x.com/elonmusk/status/1963454171002060897">(1) Elon Musk on X: &#8220;Robotaxi app now available for download&#8221; / X</a></li>
</ul>
<p><a href="https://x.com/robotaxi/status/1963427931700531676">(1) Tesla Robotaxi on X: &#8220;Robotaxi app now available to all Download to join waitlist – expanding access soon https://t.co/gYsB3ZkbZB&#8221; / X</a></p>
<p><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/Gz9_S6BbkAEM1XF?format=jpg&amp;name=900x900" alt="A smartphone screen displaying the Tesla Robotaxi app. A map shows a route with a pickup point marked and an estimated arrival time of 5 minutes. Text on the screen reads &quot;A ride can arrive in 5 min,&quot; &quot;Pickup at Tesla HQ, CA,&quot; &quot;10:15 am,&quot; &quot;Palo Alto, CA,&quot; &quot;10:25 am,&quot; and &quot;Book Ride: 10:25 ETA - $4.20.&quot; The word &quot;Robotaxi&quot; is stylized in glowing white text above the phone." width="171" height="171" /></p>
<p><a href="https://x.com/SawyerMerritt/status/1963429635867267512">(1) Sawyer Merritt on X: &#8220;BREAKING: Tesla’s Robotaxi app is now available to all iOS users in the US. You can join the waitlist in the app. Tesla says robotaxi access expanding soon. Android coming later. Download here: https://t.co/oTZ6P5Blkj https://t.co/pXfrxc6zgm&#8221; / X</a></p>
<p><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/Gz-ANzyWAAApjhs?format=jpg&amp;name=large" alt="Image" width="325" height="183" /></p>
<ul>
<li>09/03/2025 &#8211; here comes the Optimus V3</li>
</ul>
<p><a href="https://x.com/Benioff/status/1963264973452546482">(2) Marc Benioff on X: &#8220;Elon’s Tesla Optimus <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f916.png" alt="🤖" class="wp-smiley" style="height: 1em; max-height: 1em;" /><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f525.png" alt="🔥" class="wp-smiley" style="height: 1em; max-height: 1em;" /> is here! Dawn of the physical Agentforce revolution, tackling human work for $200K–$500K. Productivity game-changer! Congrats @elonmusk, and thank you for always being so kind to me! <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f680.png" alt="🚀" class="wp-smiley" style="height: 1em; max-height: 1em;" /> #Tesla #Optimus https://t.co/bA5IYIylE1&#8221; / X</a></p>
<p><img loading="lazy" decoding="async" class="aligncenter wp-image-13563" src="http://www.timelessinvestor.com/wp-content/uploads/2025/08/optimus.v3.png" alt="" width="160" height="282" srcset="http://www.timelessinvestor.com/wp-content/uploads/2025/08/optimus.v3.png 381w, http://www.timelessinvestor.com/wp-content/uploads/2025/08/optimus.v3-170x300.png 170w" sizes="auto, (max-width: 160px) 100vw, 160px" /></p>
<p><a href="https://x.com/Benioff/status/1963103138485084465">(2) Marc Benioff on X: &#8220;“The boys are back in town!” Amazing what @elonmusk is doing to create the future. Just inspiring. <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/2764.png" alt="❤" class="wp-smiley" style="height: 1em; max-height: 1em;" /><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f916.png" alt="🤖" class="wp-smiley" style="height: 1em; max-height: 1em;" /> https://t.co/7tNdzACaYk&#8221; / X</a></p>
<p><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/Gz5X5hGboAIOGWn?format=jpg&amp;name=900x900" alt="Marc Benioff wearing a blue cap and black shirt, standing next to Elon Musk in a black shirt. A humanoid robot with a black and white body marked &quot;Tesla&quot; on its chest stands between them. The setting appears to be an industrial or factory environment with blue railings and equipment in the background." width="337" height="253" /></p>
<ul>
<li>09/01/2025 &#8211; Tsla&#8217;s master plan Part IV</li>
</ul>
<p><a href="https://x.com/Tesla/status/1962591324022153607">(2) Tesla on X: &#8220;Master Plan Part IV&#8221; / X</a>, details of the plan is here <a href="http://www.timelessinvestor.com/wp-content/uploads/2025/08/master.plan_.IV_.pdf">master.plan.IV</a> <a href="http://www.timelessinvestor.com/wp-content/uploads/2025/08/master.plan_.IV_-1.pdf">master.plan.IV</a></p>
<p><a href="https://x.com/heydave7/status/1962691595985117472">(2) Dave Lee on X: &#8220;I’m thinking this is just the intro to Master Plan Part IV. The real master plan ought to have more specifics. Just my two cents.&#8221; / X</a></p>
<p><a href="https://x.com/elonmusk/status/1962892379079492011">(2) Elon Musk on X: &#8220;@heydave7 Fair enough. Will add more specifics.&#8221; / X</a></p>
<p><a href="https://x.com/herbertong/status/1962705238877708322">(2) Herbert Ong on X: &#8220;@heydave7 My guess is that the reason they kept Master Plan 4 to be high level and general is bc they’ll share the specific milestones as part of Elons comp plan. That’s what I hope anyways&#8221; / X</a></p>
<ul>
<li>08/31/2025 &#8211; <a href="https://x.com/cb_doge/status/1962658981609976277">(2) DogeDesigner on X: &#8220;&#8221;Elon Musk is just an extraordinary engineer, and I love working with him. We&#8217;re going to build many more computers together. I&#8217;m delighted to be working with him. I think the Optimus opportunity is just right around the corner. It&#8217;s very likely that human robots are going to be https://t.co/D1ueLL8NjE&#8221; / X</a></li>
</ul>
<p>&#8220;Elon Musk is just an extraordinary engineer, and I love working with him. We&#8217;re going to build many more computers together. I&#8217;m delighted to be working with him. I think the Optimus opportunity is just right around the corner. It&#8217;s very likely that human robots are going to be robots that we can deploy into the world relatively easily &amp; this is the first robot that really has a chance to achieve the high volume and technology scale necessary to advance technology and I think this is likely to be the next multi trillion dollar industry.&#8221; 一 Nvidia CEO Jensen Huang</p>
<ul>
<li>08/30/2025 &#8211; <a href="https://x.com/elonmusk/status/1961450257176502656">(2) Elon Musk on X: &#8220;Tesla Master Plan Part Deux will be complete next year. Master Plan 3 was too complex for almost anyone to understand, but described how all of Earth could move to sustainable energy. Master Plan 4 will be concise.&#8221; / X</a></li>
</ul>
<p><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/GzdyOY_XgAAb2yb?format=png&amp;name=medium" alt="Image" width="493" height="107" /></p>
<p><a href="https://x.com/EricJorgenson/status/1961161920578555958">(2) Eric Jorgenson <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4da.png" alt="📚" class="wp-smiley" style="height: 1em; max-height: 1em;" /> <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/2600.png" alt="☀" class="wp-smiley" style="height: 1em; max-height: 1em;" /> on X: &#8220;Friendly reminder that @elonmusk called his shots. 19 years ago, he posted the @Tesla Master Plan: 9 years ago, he posted Master Plan Part Deux: https://t.co/KhEpJNmsOj&#8221; / X</a></p>
<p><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/Gzdx9XuWwAAa43f?format=jpg&amp;name=medium" alt="Image" width="448" height="156" /></p>
<ul>
<li>08/29/2025 &#8211; <a href="https://x.com/CuriousPejjy/status/1961426506007109795">(2) Pejjy on X: &#8220;I don&#8217;t wanna sound like Gary Black but here are some MASSIVE $TSLA catalysts ahead: 1. V14 &#8211; next month. 2. Robotaxi goes public next month. 3. Robotaxi expansion. 4. FSD available globally. 5. FSD licensing deal(s). 6. Affordable models. 7. Austin megapack factory. 8.&#8221; / X</a></li>
</ul>
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">I don&#8217;t wanna sound like Gary Black but here are some MASSIVE </span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" dir="ltr" role="link" href="https://x.com/search?q=%24TSLA&amp;src=cashtag_click">$TSLA</a></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"> catalysts ahead: 1. V14 &#8211; next month. 2. Robotaxi goes public next month. 3. Robotaxi expansion. 4. FSD available globally. 5. FSD licensing deal(s). 6. Affordable models. 7. Austin megapack factory. 8. Cybercab volume production. 9. Optimus volume production. 10. Semis. 11. Rate cuts. 12. Elon&#8217;s NEW Comp package.</span></p>
<ul>
<li>08/25/2025 &#8211; <a href="https://x.com/CuriousPejjy/status/1959951645548110083">(1) Pejjy on X: &#8220;Elons response to UBER CEO shows that Dara has no idea what he&#8217;s talking about. $TSLA https://t.co/95S0EKSKlN&#8221; / X</a></li>
</ul>
<p><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/GzMloZFWIAAitai?format=jpg&amp;name=medium" alt="Image" width="367" height="311" /></p>
<ul>
<li>08/24/2025 &#8211; <a href="https://x.com/pbeisel/status/1959787551511945301">(1) phil beisel on X: &#8220;Anyone notice Elon is going harder than ever right now&#8230; like Macrohard? Tesla, xAI, and SpaceX are on fire. Tesla: Robotaxi, FSD v14. xAI: Grok 4, Grok Imagine, Colossus 2, Macrohard SpaceX: Starship on deck While others are sitting on the beach in August, Elon v2 going https://t.co/xbLlbyF8Rf&#8221; / X</a></li>
</ul>
<p>Anyone notice Elon is going harder than ever right now&#8230; like Macrohard? Tesla, xAI, and SpaceX are on fire. <span class="r-b88u0q">Tesla</span>: Robotaxi, FSD v14. <span class="r-b88u0q">xAI</span>: Grok 4, Grok Imagine, Colossus 2, Macrohard <span class="r-b88u0q">SpaceX</span>: Starship on deck While others are sitting on the beach in August, Elon v2 going faster than Elon v1. Velocity required.</p>
<p><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/GzKPgZdbcAAlCpq?format=jpg&amp;name=large" alt="Image" width="388" height="828" /></p>
<ul>
<li>08/23/2025 &#8211; <a href="https://x.com/herbertong/status/1959411979090804757">(1) Herbert Ong on X: &#8220;<img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f6a8.png" alt="🚨" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Elon says Tesla FSD v14 will definitely be better than humans! While v15 has a real shot at 10X. <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f680.png" alt="🚀" class="wp-smiley" style="height: 1em; max-height: 1em;" /> $TSLA https://t.co/RgHK22rtOj&#8221; / X</a></li>
</ul>
<p><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/GzE6zrEacAAHITl?format=jpg&amp;name=large" alt="Image" width="421" height="230" /></p>
<p><a href="https://x.com/elonmusk/status/1959356960676975047">(1) Elon Musk on X: &#8220;@jamesdouma V14 will be better than human for sure, but I don’t know if it will be 10X. Maybe 2X to 3X. V15 has a shot at 10X.&#8221; / X</a></p>
<ul>
<li>08/10/2025 &#8211; <a href="https://x.com/elonmusk/status/1954701406478475426">(1) Elon Musk on X: &#8220;@Katupilar The FSD release in about 6 weeks will be a dramatic gain with a 10X higher parameter count and many other improvements. It’s going through training &amp; testing now. Once we confirm real-world safety of FSD 14, which we think will be amazing, the car will nag you much less.&#8221; / X</a></li>
</ul>
<p><a href="https://x.com/SawyerMerritt/status/1954729316459458583">(1) Sawyer Merritt on X: &#8220;NEWS: Tesla’s Robotaxi service in Austin will be open to the public starting next month (September). Sooner than I thought!&#8221; / X</a></p>
<p><a href="https://x.com/elonmusk/status/1954715411381100648">(1) Elon Musk on X: &#8220;@Michael_L_Rauch It will be open access next month&#8221; / X</a></p>
<ul>
<li>08/10/2025 &#8211; <a href="https://x.com/elonmusk/status/1954733032906342519">(1) Elon Musk on X: &#8220;@Gfilche @Tesla I see a potential path for an epic outcome&#8221; / X</a></li>
</ul>
<p><a href="https://x.com/Gfilche/status/1954589749320270198">(1) Gali on X: &#8220;my take on @Tesla Dojo updates classic media skewing rapid iteration &amp; progress as “failure” Tesla’s in house chip design is a key advantage and reason their full self driving tech (and soon Optimus) can make complex decisions in real time &#8211; the limiting factor for real world&#8221; / X</a></p>
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		<title>Training chess</title>
		<link>http://www.timelessinvestor.com/2026/04/23/training-chess/</link>
					<comments>http://www.timelessinvestor.com/2026/04/23/training-chess/#respond</comments>
		
		<dc:creator><![CDATA[Timeless Investor]]></dc:creator>
		<pubDate>Thu, 23 Apr 2026 14:36:28 +0000</pubDate>
				<category><![CDATA[chess training]]></category>
		<guid isPermaLink="false">https://www.timelessinvestor.com/?p=13748</guid>

					<description><![CDATA[Training chess 04/24/2026 &#8211; (1) Ihtesham Ali on X: &#8220;A British kid became a chess master at 13, then a bestselling video game designer at 17, then a PhD neuroscientist at 33, then the CEO of the AI lab that &#8230; <a href="http://www.timelessinvestor.com/2026/04/23/training-chess/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
										<content:encoded><![CDATA[<p>Training chess<span id="more-13748"></span></p>
<ul>
<li>04/24/2026 &#8211; <a href="https://x.com/ihtesham2005/status/2047346853310845284?s=43">(1) Ihtesham Ali on X: &#8220;A British kid became a chess master at 13, then a bestselling video game designer at 17, then a PhD neuroscientist at 33, then the CEO of the AI lab that won the 2024 Nobel Prize in Chemistry. People called him unfocused for twenty years. He was running the most deliberate https://t.co/ekoq4vWQPz&#8221; / X</a></li>
<li>04/20/2026 &#8211; <a href="https://x.com/jaynitx/status/2045841535418450015?s=43">(21) Jaynit on X: &#8220;Steve Jobs walked into a room full of MBA students and asked how many were going into consulting. Hands went up. He said their careers would be “like a picture of a banana.” “You might get a very accurate picture. But you never really taste it.” He spent 60 minutes explaining https://t.co/jF0k4WWZzG&#8221; / X</a></li>
</ul>
<p>A student asked: what&#8217;s the most important thing you learned at Apple that you&#8217;re doing at NeXT? Jobs thought for a moment. &#8220;I now take a longer-term view on people.&#8221; &#8220;When I see something not being done right, my first reaction isn&#8217;t to go fix it. It&#8217;s to say, we&#8217;re building a team here. And we&#8217;re going to do great stuff for the next decade, not just the next year.&#8221; &#8220;So what do I need to do to help so that the person that&#8217;s screwing up learns, versus how do I fix the problem?&#8221; &#8220;And that&#8217;s painful sometimes. And I still have that first instinct to go fix the problem.&#8221; &#8220;But taking a longer-term view on people is probably the biggest thing that&#8217;s changed.&#8221;</p>
<ul>
<li>04/18/2026 &#8211; daily routine: 30–60 minutes daily: split between puzzles (15 min), game analysis (15 min), and playing (30 min). Analyze Matthew’s games with him to discuss mistakes and improvements (use a coach or tools like Chess.com’s analysis feature).</li>
</ul>
<h4 dir="auto">Phase 2: Ages 5–8 (Building Skills and Discipline)</h4>
<p dir="auto"><strong>Goal</strong>: Develop tactical and strategic understanding, start competitive play. <strong>Duration</strong>: 2–3 years.</p>
<ol dir="auto">
<li><strong>Tactical Training</strong>:
<ul dir="auto">
<li>Use puzzle books or apps (e.g., ChessKid puzzles, Lichess Puzzle Storm) to practice tactics daily (10–15 minutes).</li>
<li>Focus on common patterns: forks, skewers, discovered attacks, and checkmate patterns.</li>
</ul>
</li>
<li><strong>Opening Basics</strong>:
<ul dir="auto">
<li>Teach simple openings like the Italian Game (1. e4 e5 2. Nf3 Nc6 3. Bc4) or London System for structure and safety.</li>
<li>Emphasize principles: control the center, develop pieces, king safety.</li>
</ul>
</li>
<li><strong>Endgame Fundamentals</strong>:
<ul dir="auto">
<li>Teach basic checkmates (e.g., king + queen vs. king, king + rook vs. king).</li>
<li>Introduce pawn endgames and key concepts like opposition.</li>
</ul>
</li>
<li><strong>Coaching</strong>:
<ul dir="auto">
<li>Hire a chess coach (in-person or online) for 1–2 hours per week to provide structured lessons.</li>
<li>Look for coaches with experience teaching kids (e.g., via ChessKid or local clubs).</li>
</ul>
</li>
<li><strong>Competitive Play</strong>:
<ul dir="auto">
<li>Enroll Matthew in rated scholastic tournaments (USCF or FIDE-rated).</li>
<li>Aim for 1–2 tournaments per month to build experience.</li>
<li>Goal: Reach a rating of 1200–1600 (intermediate/club level).</li>
</ul>
</li>
<li><strong>Study Routine</strong>:
<ul dir="auto">
<li>30–60 minutes daily: split between puzzles (15 min), game analysis (15 min), and playing (30 min).</li>
<li>Analyze Matthew’s games with him to discuss mistakes and improvements (use a coach or tools like Chess.com’s analysis feature).</li>
</ul>
</li>
<li><strong>Resources</strong>:
<ul dir="auto">
<li>Books: <em>Winning Chess Tactics</em> by Yasser Seirawan, <em>My First Chess Opening Repertoire</em> by Vincent Moret.</li>
<li>Apps: Lichess (free, excellent for puzzles and analysis), Chess.com (premium for kids’ features).</li>
<li>Watch GM games on YouTube (e.g., ChessBase India or Saint Louis Chess Club) to inspire him.</li>
</ul>
</li>
</ol>
<p dir="auto"><strong>Key Focus</strong>: Build discipline while maintaining enthusiasm. Celebrate small milestones (e.g., first tournament win, rating increase).</p>
<ul>
<li>01/10/2026 &#8211; Rosenthal Effect</li>
</ul>
<p><a href="https://x.com/iPaulCanada/status/2009655711756910907">(2) iPaul on X: &#8220;麻省理工发现一个很神奇的方法，能让孩子心甘情愿写作业的“罗森塔尔效应”。家长们可以马住试一试！ https://t.co/vqaeaRlxUZ&#8221; / X</a></p>
<div>
<ol>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">The post promotes a 3-minute video detailing an 8-step homework routine—starting with playtime, task ordering by difficulty, and point-based rewards—attributed to MIT&#8217;s &#8220;Rosenthal Effect&#8221; for fostering willing compliance through positive parental expectations.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">The Rosenthal Effect, identified in a 1968 Harvard experiment by Robert Rosenthal and Lenore Jacobson, shows teacher expectations subtly improve student outcomes via self-fulfilling prophecies; no records tie it to MIT or this exact routine, which blends it with time-management techniques.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Replies reveal skepticism on real-world enforcement, aligning with self-determination theory studies (e.g., Ryan &amp; Deci, 2000) indicating routines succeed best when building intrinsic interest rather than rigid incentives, which can reduce long-term motivation if perceived as controlling.</span></span></li>
</ol>
<div>
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Introduction to the Rosenthal Effect</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: MIT discovered a method called the &#8220;Rosenthal Effect&#8221; (also known as the Pygmalion effect) that encourages children to do homework willingly by fostering positive expectations from parents, making kids feel respected and motivated. It&#8217;s recommended by a Shanghai key elementary school teacher as an effective way to combat procrastination without commands, which trigger instinctive resistance.</span></span></p>
<ol>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Step 1: Playtime After School</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Let the child play for half an hour immediately after returning home to refresh and build motivation, as this helps improve learning efficiency through exercise and relaxation.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Step 2: Handle Chores in 5 Minutes</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Give the child exactly 5 minutes to deal with all miscellaneous tasks (e.g., eating, drinking water, using the toilet). Once homework starts, they must stay focused and cannot leave their seat for a fixed period.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Step 3: Order Assignments by Difficulty</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Prioritize brain-intensive tasks like math calculations first when the brain is most active. Place simpler tasks (e.g., copying words) in the middle. Save the most difficult problems for last to use energy effectively and teach time management.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Step 4: Clear the Desk</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Remove all distractions from the desk, placing only one assignment at a time. Complete it before switching to the next to maintain focus.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Step 5: Review Before Writing</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Flip through the textbook to review material before starting questions. Skip unknowns temporarily without getting stuck, as this consolidates daily learning and quickly resolves knowledge gaps.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Step 6: Check and Self-Question</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: After completion, check work. For younger children, provide a small range (e.g., &#8220;One of these three questions is wrong&#8221;) to guide self-correction. For older kids, use a larger range to encourage independent thinking and problem-solving.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Step 7: Use an Incentive Table</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Create a homework check-in table with a points system for rewards. Children earn points for completing tasks, which they can redeem for prizes, making homework more engaging and proactive. Customize the table based on preferences.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Step 8: Organize a Wrong Questions Notebook</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Maintain a notebook for recording and reviewing wrong answers from daily homework. This is emphasized as crucial for long-term improvement.</span></span></li>
</ol>
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Overall Benefits and Encouragement</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Practicing this for a year can greatly enhance a child&#8217;s learning autonomy and motivation. The video encourages hardworking parents to try it and share the method.</span></span></p>
</div>
</div>
<ul>
<li>01/09/2026 &#8211; Coach Navid recommended books</li>
</ul>
<p>Good for beginners: Dan Heismann</p>
<p>Amatour mind: Jeremy Silman</p>
<p>How to reaccess your chess : Jeremy Silman</p>
<ul>
<li>01/05/2026 &#8211; one parent from San Diego Chess Club recommended this chess club for me, <a href="https://www.rebeccachess.com/">REBECCA CHESS CLUB &#8211; Index</a>. It seems very interesting.</li>
<li>12/24/2025 &#8211; <a href="https://x.com/elonmusk/status/2003732334420590792">(1) Elon Musk on X: &#8220;You can sense the sentience maturing&#8221; / X</a></li>
</ul>
<p><a href="https://x.com/DrJimFan/status/2003593613918531891">(1) Jim Fan on X: &#8220;I was very late to own a Tesla but among the earliest to try out FSD v14. It&#8217;s perhaps the first time I experience an AI that passes the Physical Turing Test: after a long day at work, you press a button, lay back, and couldn&#8217;t tell if a neural net or a human drove you home.&#8221; / X</a></p>
<ul>
<li>12/23/2025 &#8211; recommended by Elon Musk</li>
</ul>
<p><a href="https://x.com/i/grok/share/cdus00xAX3tFLTgN2bSSW74vZ">(3) Grok Conversation / X</a></p>
<ol dir="ltr">
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">The post highlights a 2022 meta-analysis on goal setting in sports, showing process goals (e.g., technique focus) yield large performance gains (d=1.36), outperforming moderate effects from performance goals (d=0.44) and negligible ones from outcome goals (d=0.09).</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Author Steve Magness, a performance expert with books like &#8220;Do Hard Things,&#8221; uses this to advocate shifting from results obsession to actionable processes, aligning with self-regulation theory&#8217;s emphasis on controllable behaviors.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Thread replies reveal practical curiosity—e.g., examples like training routines—and note the study&#8217;s age, reflecting sustained debate on applying goal research beyond elite athletics.</span></span></li>
</ol>
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1g7jtus r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">The best way to improve performance—whether in sports, skills, work, or personal development—is to </span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">prioritize process goals</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> over outcome or performance goals, according to strong evidence from sports psychology research.</span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1g7jtus r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">A 2022 meta-analysis of 27 studies (Williamson et al.) found that:</span></span></span></p>
<ul dir="ltr">
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Process goals</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> (focusing on technique, strategy, or controllable actions) had the largest effect on performance improvement (Cohen&#8217;s d = 1.36, a very large effect).</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Performance goals</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> (e.g., achieving a specific time, score, or personal best) had a moderate effect (d = 0.44).</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Outcome goals</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> (e.g., winning, beating others, or final rankings) had almost no effect (d = 0.09).</span></span></li>
</ul>
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1g7jtus r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Process goals work better because they&#8217;re fully under your control, reduce anxiety from uncontrollable factors (like opponents or conditions), direct attention to executable actions, build self-efficacy, and promote consistent effort and persistence.</span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-adyw6z r-135wba7 r-b88u0q"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Practical Steps to Improve Effectively</span></span></span></p>
<ol dir="ltr" start="1">
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Focus primarily on process goals</span></span><br />
<span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Identify the specific behaviors, techniques, or habits that drive better results. </span></span></p>
<ul>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Examples in running: &#8220;Maintain relaxed shoulders and quick cadence during strides&#8221; instead of &#8220;Run a sub-20-minute 5K.&#8221; </span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">In writing/public speaking: &#8220;Practice deep breathing before starting&#8221; instead of &#8220;Deliver a flawless presentation.&#8221; </span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">In learning a skill: &#8220;Spend 30 minutes daily on deliberate technique drills&#8221; instead of &#8220;Master this by next month.&#8221;</span></span></li>
</ul>
</li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Use a hierarchy of goals</span></span> </span>
<ul>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Set 1 big </span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">outcome goal</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> for direction and motivation (e.g., &#8220;Win the league&#8221; or &#8220;Get promoted&#8221;). </span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Break it into </span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">performance goals</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> as milestones (e.g., &#8220;Improve my average score by 10% this season&#8221;). </span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Drive everything with multiple </span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">process goals</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> (the daily/weekly actions that make the above possible).</span></span></li>
</ul>
</li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Make goals SMART where it fits</span></span><br />
<span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">SMART (Specific, Measurable, Achievable, Relevant, Time-bound) is great for making process and performance goals concrete and trackable. </span></span></p>
<ul>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Bad: &#8220;Get better at free throws.&#8221; </span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Good (process): &#8220;Practice 100 free throws with proper form 4 days per week for the next month.&#8221;</span></span></li>
</ul>
</li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Track progress and adjust regularly</span></span><br />
<span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Review weekly: What processes did you execute? What worked? Tweak as needed—flexibility prevents frustration. Feedback (from a coach, data, or self-review) amplifies goal effectiveness.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Combine with other proven habits</span></span> </span>
<ul>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Deliberate practice (focused, effortful repetition with feedback). </span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Consistency over intensity. </span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Build intrinsic motivation by emphasizing mastery and enjoyment of the process.</span></span></li>
</ul>
</li>
</ol>
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1x3r274 r-p1pxzi"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Obsessing over outcomes often leads to pressure and suboptimal performance. By shifting attention to controllable processes, you build better habits, stay motivated longer, and—paradoxically—achieve better outcomes as a byproduct. This approach is backed not just by the 2022 meta-analysis but aligns with decades of goal-setting theory in psychology. Start small, stack process wins, and improvement compounds.</span></span></span></p>
<p><a href="https://x.com/stevemagness/status/2002825657785389347">(3) Steve Magness on X: &#8220;A new meta-analysis on the impact of goal setting on performance found: 1. Process goals had a large effect on performance 2. Performance goals had a moderate effect 3. Outcome goals had a negligible effect https://t.co/v9KQ7KkWV0&#8221; / X</a></p>
<p><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/G8t3UZSXMAAqhNO?format=jpg&amp;name=large" alt="Image" width="449" height="361" /></p>
<ul>
<li>11/29/2025 &#8211; Demis Hassabis talks about the moment he wanted to pursue research instead of continue the pursue of outstanding chess career. Playing chess is the best way to train mind of kid, but not much useful for the benefit of human society.</li>
</ul>
<p><a href="https://x.com/bearlyai/status/1994510712115433751">(1) Bearly AI on X: &#8220;Demis Hassabis talks about the moment he wanted to pursue research. At 12, he was world’s 2nd best chess player for his age. He went to a tournament and lost to a 30-year old player, who was overly happy beating a kid. Demis loved chess but realized all the brainpower in that https://t.co/rWnnC3vil5&#8221; / X</a></p>
<p>great documentary movie<br />
<a href="https://www.youtube.com/watch?v=d95J8yzvjbQ">(19) The Thinking Game | Full documentary | Tribeca Film Festival official selection &#8211; YouTube</a></p>
<ul>
<li>11/29/2025 &#8211; I Played England’s Youngest Chess Master, Ethan Pang plays chess 2 hours a day</li>
</ul>
<p><a href="https://www.youtube.com/watch?v=dXAztTDwOKM">I Played England’s Youngest Chess Master</a></p>
<p><a href="https://en.wikipedia.org/wiki/Ethan_Pang">Ethan Pang &#8211; Wikipedia</a></p>
<p><a href="https://www.einpresswire.com/article/720878160/london-schoolboy-becomes-youngest-person-in-the-world-to-achieve-2200-fide-chess-rating">London Schoolboy Becomes Youngest Person in the World to achieve +2200 FIDE Chess Rating</a></p>
<p><i>Ethan Pang, a 9 year-old chess prodigy becomes youngest person in the world to achieve +2200 FIDE Chess Rating, earning him the title of Candidate Master (CM).</i></p>
<p>LONDON, UNITED KINGDOM, June 18, 2024 /<a dir="auto" href="https://www.einpresswire.com/" target="_blank" rel="external nofollow noopener">EINPresswire.com</a>/ &#8212; In an extraordinary display of talent and determination, 9 year-old Ethan Pang has made history by becoming the youngest person in the world to achieve a FIDE chess rating of 2200. This feat, accomplished during a chess tournament in Newmarket, Suffolk, has earned him the prestigious title of Candidate Master (CM).</p>
<p>Ethan&#8217;s journey to chess mastery began at the tender age of 5 during the COVID-19 lockdown. Like many other children forced to stay at home, he sought ways to entertain himself. He started playing chess and watching videos online and quickly developed a passion for the game. Recognising Ethan&#8217;s burgeoning talent, an extremely supportive chess coach at his school encouraged him to pursue the game more seriously.</p>
<p>From playing chess in the afterschool chess club, Ethan began participating in local over-the-board chess tournaments in London. His natural aptitude for chess quickly became apparent, and by the age of 7, Ethan was selected to represent England at the European Youth Chess Championship 2022. The following year, he also competed at the FIDE World Cadet Championships 2023 in Egypt.</p>
<p>Ethan’s father, Raymond says, “We’re really proud of Ethan and will continue to be his biggest supporters for as long as he wants to play.”</p>
<p>Ethan&#8217;s ascent to a FIDE rating of 2200 was sealed when he drew against an International Master (IM) in Newmarket, Suffolk.<br />
This achievement, at just 9 years and 2 months old, makes him the youngest person to achieve this ranking.<br />
He is also currently the highest-ranking child in the under 9 age group worldwide.</p>
<p>Ethan&#8217;s guiding principle is “Never give up!” as inscribed by one of his earlier chess coaches.</p>
<p><a href="https://www.westminsterunder.org.uk/news/wus-pupil-breaks-chess-records-youngest-ever-to-achieve-2200-rating/">WUS pupil breaks chess record &#8211; Youngest ever to achieve Candidate Master (CM) status | Westminster Under School</a></p>
<p>One of our Year 5 pupils, Ethan, has achieved a remarkable milestone in the world of chess. At just nine years old, Ethan is the youngest player ever to surpass a FIDE rating of 2200, allowing him to obtain the prestigious title of Candidate Master (CM). Ethan’s record-breaking accomplishment surpasses the previous record held by FM Faustino Oro.</p>
<p>Ethan became a member of Westminster Under School’s chess team under the guidance of Dr. Horridge, Head of History and Master i/c Chess, upon joining in Year 3. His passion for the game quickly became apparent, and with dedicated practice, both at home and at school, Ethan has made significant strides in his chess journey. Since turning nine in March, Ethan’s rating has soared from 1878 to an impressive 2212 in just three tournaments.</p>
<p>Ethan’s father, Mr Pang, said: “Since joining WUS, Ethan has experienced significant advances in both his chess abilities and personal growth. The school’s commitment to holistic development has been crucial in refining his chess skills, fostering positive behaviour, and instilling a strong philosophy for achieving his goals.</p>
<p>Through unwavering guidance and support, Dr Horridge has been instrumental in nurturing Ethan’s chess development. He has not only invited Ethan to participate in school tournaments but has also provided him with the opportunity to learn from his mistakes, enabling continual improvement. The combination of the school’s well-rounded approach and Dr Horridge’s dedicated mentorship has been pivotal in Ethan’s journey to becoming the accomplished chess player he is today.”</p>
<h3>Dr Horridge, commented: “Ethan is a player of the most outstanding ability, a true prodigy with a glittering chess career ahead of him.”</h3>
<ul>
<li>11/28/2025 &#8211; chess lessons &#8211; Basic Chess Openings and mid game strategies</li>
</ul>
<p><a href="https://www.youtube.com/watch?v=8IlJ3v8I4Z8">Basic Chess Openings Explained</a> &#8211; GothamChess</p>
<p><a href="https://www.youtube.com/watch?v=F98JdnLyUXA">The 10 Best Chess Plans For The Middlegame &#8211; Chess Strategy For The Middlegame &#8211; Midgame Strategy</a> &#8211; ChessVibes</p>
<p>&nbsp;</p>
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		<title>Homeschooling</title>
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		<dc:creator><![CDATA[Timeless Investor]]></dc:creator>
		<pubDate>Tue, 14 Apr 2026 19:13:32 +0000</pubDate>
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					<description><![CDATA[Homeschooling 04/15/2026 &#8211; (21) Breaking911 on X: &#8220;High school student Mia Heller, 18, has reportedly invented a water filter capable of removing up to 95.5% of microplastics. https://t.co/hI8u1SkUMS&#8221; / X &#8211; what can Matthew do for this science project? 03/12/2026 &#8230; <a href="http://www.timelessinvestor.com/2026/04/14/homeschooling/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
										<content:encoded><![CDATA[<p>Homeschooling<span id="more-13809"></span></p>
<ul>
<li>04/15/2026 &#8211; <a href="https://x.com/Breaking911/status/2044083232392483171">(21) Breaking911 on X: &#8220;High school student Mia Heller, 18, has reportedly invented a water filter capable of removing up to 95.5% of microplastics. https://t.co/hI8u1SkUMS&#8221; / X &#8211; </a>what can Matthew do for this science project?</li>
<li>03/12/2026 &#8211; <a href="https://x.com/r0ck3t23/status/2031908241437794448">(9) Dustin on X: &#8220;NVIDIA CEO Jensen Huang just said the quiet part out loud about what the education system will never admit. For a century, we built humans to think like calculators. The algorithm made that skillset obsolete overnight. Huang: “The definition of smart is somebody who’s https://t.co/lSsuwGX4q8&#8221; / X</a></li>
</ul>
<p>NVIDIA CEO Jensen Huang just said the quiet part out loud about what the education system will never admit. For a century, we built humans to think like calculators. The algorithm made that skillset obsolete overnight. Huang: “The definition of smart is somebody who’s intelligent, solve problems, technical. But I find that that’s a commodity. And we’re about to prove that artificial intelligence is able to handle that part easiest.” Software engineering was supposed to be the safe play. Superintelligence cleared it first. The SAT was supposed to measure intelligence. It was measuring the ability to follow instructions. Raw technical processing isn’t a competitive edge anymore. It’s the floor the machine stepped over before you woke up. The question isn’t what you can calculate. It’s what you can see before the data shows up. Huang: “People who are able to see around corners are truly, truly smart. And their value is incredible. To be able to preempt problems before they show up, just because you feel the vibe.” That vibe isn’t magic. It’s the collision of first principles, human empathy, and lived experience no model can fake. Huang: “That vibe came from a combination of data, analysis, first principle, life experience, wisdom, sensing other people.” The operators who see around corners will command the AI. The ones waiting for dashboards to update will be replaced by it. Huang: “I think long term the definition of smart is someone who sits at that intersection of being technically astute, but human empathy and having the ability to infer the unspoken, around the corners, the unknowables.” The unspoken variables are the new leverage. The human psychology inside a market. The invisible friction in a negotiation. The instinct to build something nobody asked for yet. You can’t spreadsheet your way there. You can’t prompt your way to that perception. It comes from decades of watching what doesn’t show up in the metrics. Huang: “And that person might actually score horribly on the SAT.” The future doesn’t belong to people who memorized answers. It belongs to people who sense the questions before anyone thinks to ask. The old system tested your ability to follow orders. The new one tests your ability to move through the unknown. And the machine can’t help you with that part. That part is entirely on you.</p>
<ul>
<li>01/31/2026 &#8211; <a href="https://x.com/TheMathFlow/status/2017454920442777682">(3) The Math Flow on X: &#8220;Calculus for the Practical Man by J. E. Thompson. Historical fact: Richard Feynman mastered calculus starting with this book. https://t.co/9SINkpwf3Z&#8221; / X</a></li>
</ul>
<p><img loading="lazy" decoding="async" class="" src="https://pbs.twimg.com/media/G_9tL6QaEAASwv3?format=jpg&amp;name=medium" alt="Image" width="286" height="381" /></p>
<ul>
<li>01/26/2026 &#8211; <a href="https://x.com/abhinavguptaiaq/status/2015336633772786097?s=43">(2) Abhinav Gupta on X: &#8220;In china they teach Arduino and raspberry pi as a part of school curriculum. Then later they teach themselves circuit design via YouTube videos This is a hill I will die on, the countries that skip on these basic building blocks at a young age (ex. india) will be cooked&#8221; / X</a></li>
</ul>
<h4><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1g7jtus r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">China&#8217;s compulsory education system, which spans nine years (primary school from ages 6-12 and junior secondary from ages 12-15), underwent a major reform in 2022 with the release of the &#8220;Compulsory Education Curriculum Program and Standards&#8221; by the Ministry of Education (MOE). This reform optimizes the curriculum structure, emphasizes core competencies like innovation and practical skills, and includes Information Technology as an independent subject starting from grade 3 (around age 8-9). </span></span></span></h4>
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<div class="css-175oi2r r-1awozwy r-xoduu5 r-1777fci r-9iso6 r-wnp491 r-5rknyj"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1ion2gp r-1gkfh8e r-56xrmm"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">en.moe.gov.cn</span></span></div>
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<h4><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1g7jtus r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> The Information Technology curriculum focuses on four key areas: information awareness, computational thinking, digital learning and innovation, and responsibility in an information society. It incorporates programming, coding, data processing, algorithm design, and basic AI concepts, with hands-on activities to foster problem-solving and creativity. </span></span></span></h4>
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<h4><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1g7jtus r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Since September 2025 (now in effect as of 2026), AI education has been made mandatory across primary and secondary schools nationwide, requiring at least 8-10 hours of AI instruction per year starting from grade 1 (age 6). </span></span></span></h4>
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<h4><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1g7jtus r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> The curriculum progresses from basic concepts like smart devices and simple algorithms in early primary years to more advanced topics such as machine learning, neural networks, and ethical AI use by high school. </span></span></span></h4>
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<h4><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1g7jtus r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> This is part of broader policies like the 2017 Next Generation Artificial Intelligence Development Plan and the 2018 Education Informatization 2.0 Action Plan, which integrate AI and coding into the Information Technology syllabus. </span></span></span></h4>
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<div class="css-175oi2r r-1awozwy r-xoduu5 r-1777fci r-9iso6 r-wnp491 r-5rknyj"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1ion2gp r-1gkfh8e r-56xrmm"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">asiapacific.ca</span></span></div>
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<h4><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1g7jtus r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Regarding hands-on training with tools like Arduino and Raspberry Pi: While the national curriculum standards do not explicitly mandate these specific devices, they are commonly used in school implementations, particularly through &#8220;maker education&#8221; initiatives integrated into STEM and Information Technology classes. </span></span></span></h4>
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<h4><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1g7jtus r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> Maker education, promoted since 2015, emphasizes project-based learning with open-source hardware for IoT, robotics, and electronics, and is widely adopted in primary and secondary schools to build practical skills. </span></span></span></h4>
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<h4><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1g7jtus r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> For example:</span></span></span></h4>
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<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Primary level (ages 6-12): Activities often involve basic coding with visual tools (e.g., Scratch), simple robotics kits, and introductory hardware like Arduino for building sensors or LED circuits, aligning with computational thinking goals. </span></span>
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<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Secondary level (ages 12-18): More advanced projects may use Raspberry Pi for AI applications like image recognition or IoT systems, supported by partnerships with companies such as SenseTime and iFlytek, which provide educational robots, labs, and online platforms. </span></span>
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<h4><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1x3r274 r-p1pxzi"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Local variations exist, with provinces like Zhejiang and cities like Hangzhou leading in mandatory AI and maker programs from younger ages. </span></span></span></h4>
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<h4><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1x3r274 r-p1pxzi"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> Textbooks, such as those from SenseTime&#8217;s K-12 AI series, include hands-on modules, and schools often equip maker spaces with Arduino, Raspberry Pi, and similar tools for extracurricular or integrated activities. </span></span></span></h4>
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<h4><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1x3r274 r-p1pxzi"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> This approach aims to cultivate innovation, with over 10,000 AI pilot schools established by 2022. </span></span></span></h4>
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<h4><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1x3r274 r-p1pxzi"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">For the full official documents, refer to the MOE&#8217;s 2022 standards (available in Chinese on moe.gov.cn), which outline weekly hours: Information Technology gets 2-3 hours per week in grades 3-9. </span></span></span></h4>
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<h4><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1x3r274 r-p1pxzi"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> If you need translations or specifics on a grade level, let me know!</span></span></span></h4>
<h3>Sample Arduino lesson plans</h3>
<h4><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1g7jtus r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Here are several sample Arduino lesson plans drawn from educational resources, suitable for students (often middle or high school level, but adaptable for younger ages with supervision). I&#8217;ve focused on beginner-friendly ones that emphasize hands-on activities, programming basics, and circuit building. These can be scaled for classroom use or self-study.</span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-adyw6z r-135wba7 r-b88u0q"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Sample 1: Introduction to Physical Computing with Arduino (from CodeHS Course)</span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1g7jtus r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">This structured course is designed for beginners, progressing from setup to advanced projects over 16 lessons. It&#8217;s ideal for middle or high school students, with a focus on programming concepts and physical hardware integration. No prior experience is needed. </span></span></span></h4>
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<ol dir="ltr">
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Objectives</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Build foundational skills in Arduino programming, hardware setup, control structures, and sensor/motor integration to create interactive projects.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Materials Needed</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Arduino board (e.g., Uno), USB cable, breadboard, jumper wires, LEDs, resistors, motors, sensors (varies by lesson).</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Key Lessons and Activities</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> (summarized in phases):</span></span>
<ol>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Intro Phase (Lessons 1-6)</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Welcome to Arduino; set up hardware; learn comments, pseudocode, variables, and debugging. Activity: Write and test simple code sketches, culminating in a quiz.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Control Structures Phase (Lessons 7-12)</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Loops, if/else statements, operators, functions, and motor control. Activity: Program loops to control motor speed or direction; quiz on concepts.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Project Phase (Lessons 13-16)</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Challenges like building a basic robot; explore new sensors (e.g., ultrasonic for distance); step-by-step project (e.g., automated light system); final capstone integrating all skills (e.g., sensor-triggered device).</span></span></li>
</ol>
</li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Duration</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: 10-20 hours total, spread over weeks.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Assessment</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Quizzes, project rubrics evaluating code functionality, creativity, and debugging.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Extensions</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Adapt for team projects or integrate with real-world applications like environmental monitoring.</span></span></li>
</ol>
<h4><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-adyw6z r-135wba7 r-b88u0q"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Sample 2: Beginner Arduino Tutorials (from TopTechBoy)</span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1g7jtus r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">These video-based lessons are self-paced and targeted at absolute beginners, making them great for young students (ages 10+) or introductory workshops. They emphasize practical steps with visual demos. </span></span></span></h4>
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<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Objectives</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Understand Arduino basics, hardware prototyping, and simple programming to build confidence in electronics.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Materials Needed</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Arduino board, computer with Arduino IDE, breadboard, basic components like LEDs.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Selected Lesson Summaries</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">:</span></span>
<ol>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Lesson: Getting Started with Arduino</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Step 1: Unbox and identify Arduino components. Step 2: Install Arduino IDE software. Step 3: Connect board via USB and upload a &#8220;Blink&#8221; sketch (flashes an onboard LED). Activity: Modify code to change blink speed.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Lesson: Understanding Breadboards</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Step 1: Explain breadboard layout (power rails, terminal strips). Step 2: Build a simple circuit (e.g., LED with resistor). Step 3: Connect to Arduino and power it via code. Activity: Test continuity and troubleshoot shorts.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Lesson: Understanding Variables</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Step 1: Introduce variable types (int, float). Step 2: Declare and assign values in code. Step 3: Use variables in a loop to control an output (e.g., dimming an LED). Activity: Create a program that increments a counter and displays via serial monitor.</span></span></li>
</ol>
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<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Duration</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Each lesson 20-45 minutes; series can be completed in a few sessions.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Assessment</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Self-check via working circuits and code output.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Extensions</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Combine with sensors for data logging projects.</span></span></li>
</ol>
<h4><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-adyw6z r-135wba7 r-b88u0q"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Sample 3: Arduino Education Kits and Curricula (from Arduino.cc)</span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1g7jtus r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Arduino&#8217;s official education programs offer modular lesson plans tied to kits, aimed at K-12 students to foster STEAM skills through hands-on maker activities. They start from young ages (e.g., middle school) with block-based coding and progress to text-based. </span></span></span></h4>
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<ol dir="ltr">
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Objectives</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Develop programming, electronics, and problem-solving skills via real-world challenges; align with curriculum standards for innovation and sustainability.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Materials Needed</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Specific kits like Alvik Robot (with Arduino Nano ESP32), PLC Starter Kit, Science Kit R3 (sensors for physics), or Greenhouse Kit (IoT components).</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Key Lesson Examples</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> (from kit-based curricula):</span></span>
<ol>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Basic Robotics with Alvik Kit</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Step 1: Assemble robot and connect to computer. Step 2: Use block-based coding to make it move (forward/backward). Step 3: Advance to MicroPython for sensor integration (e.g., line following). Activity: Program obstacle avoidance.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Physics Experiments with Science Kit R3</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Step 1: Set up sensors (e.g., temperature, motion). Step 2: Code data collection via Arduino IDE. Step 3: Analyze in Science Journal app. Activity: Measure velocity or forces in simple experiments.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">IoT Sustainability Project with Greenhouse Kit</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Step 1: Build enclosure with sensors for humidity, CO2, etc. Step 2: Program automation (e.g., fan activation). Step 3: Monitor via cloud. Activity: Optimize for plant growth simulation.</span></span></li>
</ol>
</li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Duration</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: 9-25 hours per kit, with 9 guided lessons plus open-ended projects.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Assessment</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Project outcomes, peer reviews, and certifications (e.g., Junior Certification for basics).</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Extensions</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Cross-curricular ties to science or environmental studies; community projects shared on Arduino Forum.</span></span></li>
</ol>
<h4><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1x3r274 r-p1pxzi"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">These samples can be adapted based on available hardware and student age. For full details, check the sourced websites or explore free resources like the Arduino IDE tutorials. If you need plans for a specific grade level or theme (e.g., robotics-focused), provide more details!</span></span></span></h4>
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<h2><strong>Sample lesson plans for advanced Arduino</strong></h2>
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<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1g7jtus r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Here are several sample lesson plans for advanced Arduino topics, drawn from educational resources and adapted for intermediate to advanced students (typically high school or beyond, assuming prior knowledge of basics like setup, variables, loops, and simple circuits). These focus on complex integrations, such as multiple sensors, actuators, data handling, and real-world applications like IoT or robotics. I&#8217;ve included objectives, materials, activities, duration, and assessments for each.</span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-adyw6z r-135wba7 r-b88u0q"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Sample 1: Advanced Program Control and Sensor Integration (Adapted from CodeHS Advanced Arduino Unit)</span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1x3r274 r-p1pxzi"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">This plan builds on intermediate skills to create non-blocking, multi-component systems, emphasizing timing, displays, and project synthesis. </span></span></span></p>
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<div class="css-175oi2r r-1awozwy r-xoduu5 r-1777fci r-9iso6 r-wnp491 r-5rknyj"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1ion2gp r-1gkfh8e r-56xrmm"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">codehs.com</span></span></div>
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<ol dir="ltr">
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Objectives</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Use control structures and libraries to build interactive devices; implement non-blocking timing with </span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv">millis()</span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">; integrate LCD screens for output; research and incorporate new sensors; design and present original projects.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Materials Needed</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Arduino board (e.g., Uno), breadboard, jumper wires, LCD screen (16&#215;2), ultrasonic sensor, servo motor, potentiometer, additional sensors (e.g., DHT11 for temperature/humidity), computer with Arduino IDE.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Key Activities</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> (structured in phases over sessions):</span></span>
<ol>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Phase 1: Challenges with Timing and Displays</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> (2-3 hours): Review loops and conditionals; introduce </span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-dyfej2 r-z2wwpe r-15gepa6 r-1471scf r-1aiqnjv r-1hq4qhi r-16dba41 r-ilng1c r-trst2h r-1noe1sz r-njp1lv">millis()</span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> for multitasking (e.g., blink an LED while reading sensor data without delays). Build a circuit with an LCD to display real-time data, like distance from an ultrasonic sensor. Activity: Create a &#8220;digital watch&#8221; that shows time elapsed and triggers a servo at intervals.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Phase 2: Explore New Sensors</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> (3-4 hours): Research a new sensor (e.g., via datasheets or libraries); wire it and code integration (e.g., add DHT11 to log temperature). Activity: Develop a mini-lesson or demo for peers, including code examples and troubleshooting.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Phase 3: Step-by-Step and Final Project</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> (4-6 hours): Follow external instructions for a complex build (e.g., an &#8220;elevator&#8221; simulator with buttons, motors, and LCD feedback); evaluate and modify the design. Culminate in an original project, like a smart environmental monitor that logs data to serial and alerts via buzzer. Activity: Scope features, prototype, iterate, and present with code walkthrough.</span></span></li>
</ol>
</li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Duration</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: 9-13 hours total, spread over 4-6 sessions.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Assessment</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Code functionality rubrics (e.g., error-free multitasking, sensor accuracy); peer reviews on sensor demos; final project presentation evaluating creativity, complexity, and documentation.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Extensions</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Integrate wireless modules (e.g., ESP8266 for IoT data upload) or add data logging to SD cards.</span></span></li>
</ol>
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-adyw6z r-135wba7 r-b88u0q"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Sample 2: Building a GPS Tracker with Data Logging (From TopTechBoy Advanced Tutorials)</span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1g7jtus r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">This self-paced plan focuses on GPS integration, serial communication, and data processing, ideal for advanced students interested in location-based projects. </span></span></span></p>
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<ol dir="ltr">
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Objectives</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Understand GPS modules and NMEA sentences; implement serial data parsing; log and visualize data (e.g., on Google Earth); handle arrays and functions for efficient code organization.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Materials Needed</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Arduino board, GPS module (e.g., NEO-6M), microSD card shield, LCD display (optional), jumper wires, battery pack for portability.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Key Activities</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">:</span></span>
<ol>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Lesson 1: GPS Basics and Connection</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> (1-2 hours): Wire the GPS module; use SoftwareSerial library to read raw NMEA data. Activity: Parse sentences to extract latitude, longitude, and time; display on Serial Monitor.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Lesson 2: Data Logging</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> (2-3 hours): Add SD card shield; use arrays to store multiple readings. Activity: Write a function to log GPS data to a file at intervals; include error handling for signal loss.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Lesson 3: Visualization and Advanced Features</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> (2-3 hours): Export logged data as KML for Google Earth tracking. Activity: Add an LCD to show live position; incorporate a button to start/stop logging; optimize code with global/local variables and interrupts for better timing.</span></span></li>
</ol>
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<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Duration</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: 5-8 hours, suitable for 2-3 sessions.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Assessment</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Verify logged data accuracy (e.g., compare tracks on Google Earth); code review for efficient use of arrays/functions; self-reflection on challenges like signal interference.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Extensions</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Add cellular module for real-time tracking or integrate with sensors (e.g., accelerometer for motion detection).</span></span></li>
</ol>
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-adyw6z r-135wba7 r-b88u0q"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Sample 3: Arduino Rube Goldberg Device with Multi-Module Integration (From Instructables PBL Approach)</span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1g7jtus r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">This project-based plan encourages innovation through the Engineering Design Process, combining multiple modules into reactive systems for STEM challenges. </span></span></span></p>
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<div class="css-175oi2r r-1awozwy r-xoduu5 r-1777fci r-9iso6 r-wnp491 r-5rknyj"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1ion2gp r-1gkfh8e r-56xrmm"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">instructables.com</span></span></div>
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<ol dir="ltr">
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Objectives</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Integrate 3+ sensors/actuators into a complex, environment-reactive device; apply the Scientific Method and Engineering Design Process for prototyping; debug advanced hardware/software interactions.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Materials Needed</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Arduino board, breadboard, ultrasonic sensor, IR sensor, servo motor, LEDs, piezo buzzer, LCD display, resistors, jumper wires.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Key Activities</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> (using a structured PBL template):</span></span>
<ol>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Phase 1: Define and Scaffold</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> (1-2 hours): Pose a driving question (e.g., &#8220;Design a device that reacts to its environment to perform a simple task like hitting a ball&#8221;). Review basics via demo board (e.g., test individual modules like servo control or ultrasonic ranging). Activity: Create evaluation rubric focusing on module count, reactivity, and task completion.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Phase 2: Research and Prototype</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> (3-5 hours): Research module compatibility (e.g., ultrasonic for proximity, IR for object detection); test isolated components. Activity: Build prototypes iteratively—e.g., servo paddle triggered by ultrasonic, add IR for precise timing, integrate LCD for distance display and buzzer for alerts.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Phase 3: Integration and Iteration</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> (3-4 hours): Combine into a full Rube Goldberg sequence (e.g., detect approaching object, measure distance, activate servo to &#8220;hit,&#8221; confirm with IR). Activity: Debug wiring/logic issues; iterate based on testing (e.g., adjust thresholds for reliability).</span></span></li>
</ol>
</li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Duration</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: 7-11 hours, over 3-5 sessions.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Assessment</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Rubric-based evaluation (e.g., functionality, innovation); prototype demos; reflection journal on design iterations.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Extensions</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Scale to team competitions or add AI elements (e.g., basic machine learning via external libraries for pattern recognition).</span></span></li>
</ol>
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-adyw6z r-135wba7 r-b88u0q"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Sample 4: Infrared Remote-Controlled Systems (From TopTechBoy Advanced Tutorials)</span></span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1x3r274 r-p1pxzi"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">This plan explores remote control, motor manipulation, and RGB lighting, advancing to custom command systems for interactive devices. </span></span></span></p>
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<div class="css-175oi2r r-1awozwy r-xoduu5 r-1777fci r-9iso6 r-wnp491 r-5rknyj"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1ion2gp r-1gkfh8e r-56xrmm"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">toptechboy.com</span></span></div>
</div>
<ol dir="ltr">
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Objectives</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Decode IR signals and map to commands; control motors and LEDs with variable speed/color; use functions for modular code; handle interrupts for responsive input.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Materials Needed</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Arduino board, IR receiver module, IR remote, DC motor with controller, RGB LED, resistors.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Key Activities</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">:</span></span>
<ol>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Lesson 1: IR Basics</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> (1-2 hours): Connect IR receiver; use IRremote library to decode button presses. Activity: Map remote keys to simple actions (e.g., toggle LED).</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Lesson 2: Motor Control</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> (2-3 hours): Integrate motor; create functions for speed/direction. Activity: Use remote to adjust motor (e.g., forward/backward, PWM for speed).</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Lesson 3: RGB Integration and Commands</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274"> (2-3 hours): Add RGB LED; handle hexadecimal for color mixing. Activity: Build a system where remote controls brightness, color, and motor; add interrupts for seamless response.</span></span></li>
</ol>
</li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Duration</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: 5-8 hours, for 2-3 sessions.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Assessment</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Functional testing (e.g., reliable command execution); code optimization review; extension challenge like adding a display for status.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Extensions</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Combine with wireless (e.g., Bluetooth) or scale to robot control.</span></span></li>
</ol>
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1adg3ll r-1x3r274 r-p1pxzi"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">These plans can be customized based on group size or resources. For full implementations, refer to the sourced sites or explore Arduino&#8217;s official libraries for code examples. If you need plans for specific themes (e.g., AI with Arduino or robotics), let me know!</span></span></span></p>
</div>
</div>
<div></div>
<ul>
<li>01/10/2026 &#8211; Rosenthal Effect</li>
</ul>
<p><a href="https://x.com/iPaulCanada/status/2009655711756910907">(2) iPaul on X: &#8220;麻省理工发现一个很神奇的方法，能让孩子心甘情愿写作业的“罗森塔尔效应”。家长们可以马住试一试！ https://t.co/vqaeaRlxUZ&#8221; / X</a></p>
<div>
<ol>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">The post promotes a 3-minute video detailing an 8-step homework routine—starting with playtime, task ordering by difficulty, and point-based rewards—attributed to MIT&#8217;s &#8220;Rosenthal Effect&#8221; for fostering willing compliance through positive parental expectations.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">The Rosenthal Effect, identified in a 1968 Harvard experiment by Robert Rosenthal and Lenore Jacobson, shows teacher expectations subtly improve student outcomes via self-fulfilling prophecies; no records tie it to MIT or this exact routine, which blends it with time-management techniques.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Replies reveal skepticism on real-world enforcement, aligning with self-determination theory studies (e.g., Ryan &amp; Deci, 2000) indicating routines succeed best when building intrinsic interest rather than rigid incentives, which can reduce long-term motivation if perceived as controlling.</span></span></li>
</ol>
<div>
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Introduction to the Rosenthal Effect</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: MIT discovered a method called the &#8220;Rosenthal Effect&#8221; (also known as the Pygmalion effect) that encourages children to do homework willingly by fostering positive expectations from parents, making kids feel respected and motivated. It&#8217;s recommended by a Shanghai key elementary school teacher as an effective way to combat procrastination without commands, which trigger instinctive resistance.</span></span></p>
<ol>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Step 1: Playtime After School</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Let the child play for half an hour immediately after returning home to refresh and build motivation, as this helps improve learning efficiency through exercise and relaxation.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Step 2: Handle Chores in 5 Minutes</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Give the child exactly 5 minutes to deal with all miscellaneous tasks (e.g., eating, drinking water, using the toilet). Once homework starts, they must stay focused and cannot leave their seat for a fixed period.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Step 3: Order Assignments by Difficulty</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Prioritize brain-intensive tasks like math calculations first when the brain is most active. Place simpler tasks (e.g., copying words) in the middle. Save the most difficult problems for last to use energy effectively and teach time management.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Step 4: Clear the Desk</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Remove all distractions from the desk, placing only one assignment at a time. Complete it before switching to the next to maintain focus.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Step 5: Review Before Writing</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Flip through the textbook to review material before starting questions. Skip unknowns temporarily without getting stuck, as this consolidates daily learning and quickly resolves knowledge gaps.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Step 6: Check and Self-Question</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: After completion, check work. For younger children, provide a small range (e.g., &#8220;One of these three questions is wrong&#8221;) to guide self-correction. For older kids, use a larger range to encourage independent thinking and problem-solving.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Step 7: Use an Incentive Table</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Create a homework check-in table with a points system for rewards. Children earn points for completing tasks, which they can redeem for prizes, making homework more engaging and proactive. Customize the table based on preferences.</span></span></li>
<li><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Step 8: Organize a Wrong Questions Notebook</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Maintain a notebook for recording and reviewing wrong answers from daily homework. This is emphasized as crucial for long-term improvement.</span></span></li>
</ol>
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-b88u0q r-1x3r274"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">Overall Benefits and Encouragement</span></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1x3r274">: Practicing this for a year can greatly enhance a child&#8217;s learning autonomy and motivation. The video encourages hardworking parents to try it and share the method.</span></span></p>
</div>
</div>
<ul>
<li>01/05/2026 &#8211; <a href="https://amyrogershays.com/2025/05/12/100-of-the-best-learning-to-read-books-for-6-year-olds/">100 of the Best Learning-to-Read Books for 6-Year-Olds &#8211; Stories &amp; Thyme</a></li>
</ul>
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		<title>News and learning on AI (Part II)</title>
		<link>http://www.timelessinvestor.com/2026/03/22/news-on-ai-part-ii/</link>
					<comments>http://www.timelessinvestor.com/2026/03/22/news-on-ai-part-ii/#respond</comments>
		
		<dc:creator><![CDATA[Timeless Investor]]></dc:creator>
		<pubDate>Sun, 22 Mar 2026 00:22:55 +0000</pubDate>
				<category><![CDATA[Uncategorized]]></category>
		<guid isPermaLink="false">https://www.timelessinvestor.com/?p=13677</guid>

					<description><![CDATA[News and learning on AI (part II) 03/23/2026 &#8211; (11) bo on X: &#8220;introducing clawberry 🦞 took a few days but i built my daughters a handheld AI running @openclaw with speech tells jokes, updates family calendar, answers what&#8217;s for &#8230; <a href="http://www.timelessinvestor.com/2026/03/22/news-on-ai-part-ii/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
										<content:encoded><![CDATA[<p>News and learning on AI (part II)<span id="more-13677"></span></p>
<ul>
<li>03/23/2026 &#8211; <a href="https://x.com/bonam/status/2028191520562770319">(11) bo on X: &#8220;introducing clawberry <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f99e.png" alt="🦞" class="wp-smiley" style="height: 1em; max-height: 1em;" /> took a few days but i built my daughters a handheld AI running @openclaw with speech tells jokes, updates family calendar, answers what&#8217;s for dinner, etc. 3d printing a case for it next! build instructions below <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f447.png" alt="👇" class="wp-smiley" style="height: 1em; max-height: 1em;" /> https://t.co/8gTl5SI4iG&#8221; / X</a></li>
<li>02/09/2026 &#8211; <a href="https://x.com/alanchen/status/2020907683990441994">(8) ⧫ Alan Chen ⧫(alanchentsla.eth） on X: &#8220;黄仁勋揭露：你向ChatGPT问的每个问题，都在暴露公司战略&#8221; / X</a></li>
<li>01/28/2026 &#8211; <a href="https://x.com/AppSaildotDEV/status/2016384987596206383">(4) AppSail on X: &#8220;Moltbot 新手安装教程，VPS 购买-安装-安全配置-实战体验一条龙&#8221; / X</a></li>
<li>01/26/206 &#8211; <a href="https://www.youtube.com/watch?v=rGAA59JTBtg">Harari and Tegmark on Humanity and AI</a></li>
<li>01/26/2026 &#8211; <a href="https://x.com/heyshrutimishra/status/2015327280911073789">(2) Shruti on X: &#8220;I Spent 40 Hours Researching Clawdbot. Here&#8217;s Everything They&#8217;re Not Telling You.&#8221; / X</a></li>
</ul>
<p><a href="https://finance.sina.com.cn/stock/hyyj/2026-01-26/doc-inhiqswz9424429.shtml?cre=tianyi&amp;mod=pchp&amp;loc=13&amp;r=0&amp;rfunc=2&amp;tj=cxvertical_pc_hp&amp;tr=145">又一个火出圈的AI应用！个人AI助理雏形：Clawdbot来了|AI_新浪财经_新浪网</a></p>
<p><a href="https://x.com/javilopen/status/2015463538282635586">(2) Javi Lopez <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/26e9.png" alt="⛩" class="wp-smiley" style="height: 1em; max-height: 1em;" /> on X: &#8220;<img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f6a8.png" alt="🚨" class="wp-smiley" style="height: 1em; max-height: 1em;" /> CLAWDBOT What is it? Why is ABSOLUTELY the entire internet going crazy using it? How do you not fall behind and start using/installing it? Let me break it down <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f447.png" alt="👇" class="wp-smiley" style="height: 1em; max-height: 1em;" /> I’ve never seen adoption this brutal and this fast in my life. In just a few days: thousands of GitHub stars, a https://t.co/wLomigoc9x&#8221; / X</a></p>
<p><a href="https://x.com/mike_chong_zh/status/2015633096373346557">(2) 迈克 Mike Chong on X: &#8220;花了几十个小时，算是把 ClawdBot 入门的坑都踩过了，就做了一系列的小视频帮助大家，欢迎大家提供反馈。视频链接在二楼。 https://t.co/9ZGV1B8uUK&#8221; / X</a></p>
<p><a href="https://x.com/onenewbite/status/2015635305098035656?s=43">(2) 一口新饭 on X: &#8220;推荐看一下。感谢@mike_chong_zh 教会我setup clawdbot&#8221; / X</a></p>
<ul>
<li>01/16/206 &#8211; <a href="https://www.msn.com/en-us/money/other/apple-and-tech-hardware-stocks-face-crisis-as-memory-prices-soar/ar-AA1UgRJu?ocid=msedgntp&amp;pc=U531&amp;cvid=883caaa82c7a4fbdf05bebabeaaa3838&amp;ei=16">Apple and tech hardware stocks face ‘crisis’ as memory prices soar</a></li>
</ul>
<p data-t="{&quot;n&quot;:&quot;blueLinks&quot;,&quot;t&quot;:13,&quot;a&quot;:&quot;click&quot;,&quot;b&quot;:76}">Soaring prices for memory and storage components have turned companies like Sandisk Corp., Micron Technology Inc. and Western Digital Corp. into the hottest stocks in the market over the past year. But they’re causing headaches for many of their customers.</p>
<p data-t="{&quot;n&quot;:&quot;blueLinks&quot;,&quot;t&quot;:13,&quot;a&quot;:&quot;click&quot;,&quot;b&quot;:76}">Hardware companies from Apple Inc. to HP Inc. are under pressure, as their need for expensive memory components becomes an investing risk — one that isn’t expected to reverse anytime soon.</p>
<p data-t="{&quot;n&quot;:&quot;blueLinks&quot;,&quot;t&quot;:13,&quot;a&quot;:&quot;click&quot;,&quot;b&quot;:76}">The surging demand for memory has contributed to what the technology research firm IDC <a href="https://www.idc.com/resource-center/blog/global-memory-shortage-crisis-market-analysis-and-the-potential-impact-on-the-smartphone-and-pc-markets-in-2026/" target="_blank" rel="noopener" data-t="{&quot;n&quot;:&quot;destination&quot;,&quot;t&quot;:13,&quot;a&quot;:&quot;click&quot;,&quot;b&quot;:1,&quot;c.t&quot;:7}">calls</a> “an unprecedented memory chip shortage,” which it sees as a “crisis” for device manufacturers as supply shortages lead to skyrocketing prices for the chips.</p>
<ul>
<li>01/10/2026 &#8211; <a href="https://x.com/thedankoe/status/2009320195848872014">(2) DAN KOE on X: &#8220;The most important skill to learn in the next 10 years&#8221; / X</a></li>
</ul>
<div>
<div class="longform-unstyled" data-block="true" data-editor="2jg4o" data-offset-key="8rk6n-0-0">
<h3 class="public-DraftStyleDefault-block public-DraftStyleDefault-ltr" data-offset-key="8rk6n-0-0"><span data-offset-key="8rk6n-0-0">Most skills will be irrelevant in 10-20 years.</span></h3>
</div>
<h3 class="public-DraftStyleDefault-block public-DraftStyleDefault-ltr" data-offset-key="ap6r7-0-0"><span data-offset-key="ap6r7-0-0">Well, maybe&#8230; That&#8217;s what everyone&#8217;s saying at least, and it definitely feels that way.</span></h3>
<div class="longform-unstyled" data-block="true" data-editor="2jg4o" data-offset-key="316t1-0-0">
<h3 class="public-DraftStyleDefault-block public-DraftStyleDefault-ltr" data-offset-key="316t1-0-0"><span data-offset-key="316t1-0-0">But if you are a high agency individual, that doesn’t matter.</span></h3>
</div>
</div>
<ul>
<li>01/05/2026 &#8211; <a href="https://www.youtube.com/watch?v=0NBILspM4c4">NVIDIA Live with CEO Jensen Huang</a> CES 2026</li>
<li>12/31/2025 – <a href="https://finance.sina.com.cn/stock/vcpe/2025-12-31/doc-inhesnwr5230241.shtml?cre=tianyi&amp;mod=pchp&amp;loc=1&amp;r=0&amp;rfunc=2&amp;tj=cxvertical_pc_hp&amp;tr=145">为什么Manus没有留在中国？_新浪财经_新浪网</a></li>
</ul>
<p>临近年末，一则收购消息引起科技圈震动。Meta宣布正式收购通用AI Agent产品Manus的母公司蝴蝶效应，这是Meta成立以来第三大并购交易，仅次于WhatsApp（190亿美元）和Scale AI（150亿美元）。交易完成后，Manus将保持独立运营，创始人肖弘任Meta副总裁。</p>
<p>一家“生于中国，长于中国”，创始团队全部为华人的AI创业团队，为何没有留在本土发展，也没有被国内巨头收购，反而被远在大洋彼岸的Meta收入囊中？</p>
<ul>
<li>12/23/2025 &#8211; <a href="https://x.com/demishassabis/status/2003097405026193809">(3) Demis Hassabis on X: &#8220;Yann is just plain incorrect here, he’s confusing general intelligence with universal intelligence. Brains are the most exquis​ite and complex phenomena we know of in the universe (so far), and they are in fact extremely general. Obviously one can’t circumvent the no free lunch&#8221; / X</a></li>
</ul>
<p>Yann is just plain incorrect here, he’s confusing general intelligence with universal intelligence. Brains are the most exquis​ite and complex phenomena we know of in the universe (so far), and they are in fact extremely general. Obviously one can’t circumvent the no free lunch theorem so in a practical and finite system there always has to be some degree of specialisation around the ​target distribution that is being learnt. But the point about generality is that in theory, in the Turing Machine sense​, the architecture of ​s​uch a general system is capable of learning anything computable given enough time and memory​ (and data), and the human brain (and AI foundation models) are approximate Turing Machines. Finally, with ​regards to ​Yann&#8217;s comments about chess players, it’s amazing that humans could have invented chess ​in the first place (and all the other ​a​spects ​o​f modern civilization ​from science to 747s!) let alone get as brilliant at it as someone like Magnus. He may not be ​strictly optimal (after all he has finite memory and limited time to make a decision) but it’s incredible what he and we can do with our brains given they were evolved for hunter gathering.</p>
<p><a href="https://x.com/elonmusk/status/2003165966243598738">(3) Elon Musk on X: &#8220;Demis is right&#8221; / X</a></p>
<ul>
<li>12/23/2025 &#8211; <a href="https://x.com/FuSheng_0306/status/2003407294495912013">(3) 傅盛 on X: &#8220;福布斯发布了2026年全球AI领域十大预测，感觉每一条都能带来不小的震荡，以下是精简版： 1. Anthropic启动IPO，成史上受瞩目科技上市案；OpenAI因1500亿美元资金需求及业务复杂性，选择推迟上市规避财务审视。 2. https://t.co/4qewZ9D8jS&#8221; / X</a></li>
</ul>
<p>Forbes has released the top 10 global AI predictions for 2026, and it feels like every single one could bring significant disruption. Here&#8217;s the condensed version:</p>
<p>1. Anthropic launches IPO, becoming the most watched tech listing in history; OpenAI, due to its $150 billion funding needs and business complexity, chooses to delay going public to avoid financial scrutiny.</p>
<p>2. Details of Ilya’s SSI research leak out, potentially proving that an intelligence leap can be achieved without massive computing power and data, forcing OpenAI and others to reevaluate their current tech roadmaps.</p>
<p>3. Chinese domestic AI chips break through technical and ecosystem bottlenecks, gradually replacing scaled-down Nvidia products, ushering in a dual-circulation pattern for global computing power.</p>
<p>4. The grand narrative around AGI cools off, with companies shifting focus to scenario-based AI applications that can generate real revenue.</p>
<p>5. Chip depreciation becomes a key variable in the stock market, as shortened hardware iteration cycles put asset-heavy companies like CoreWeave under pressure from asset devaluation, sparking debates over financial bubbles in the industry.</p>
<p>6. The era of general-purpose GPUs comes to an end, as mature AI-assisted design tools drive specialized chips to become the new hot trend, helping companies optimize energy efficiency and costs.</p>
<p>7. Sam Altman may step down as OpenAI CEO and transition to chairman, with a professional manager poised to take over.</p>
<p>8. The wave of AI-driven unemployment surges all at once, becoming a core issue in the U.S. midterm elections, with both parties focusing on the balancing act between innovation and jobs.</p>
<p>9. Traditional pharmaceutical giants kick off a wave of mergers and acquisitions, snapping up startups in the AI protein design space and integrating core algorithms into their R&amp;D pipelines.</p>
<p>10. Neuralink faces encirclement by non-invasive technologies, as companies like Precision Neuroscience leverage high safety and simplified surgical processes to push brain-computer interfaces into the mass consumer market.</p>
<ul>
<li>Great interview from Demis Hassabis</li>
</ul>
<p><a href="https://x.com/GoogleDeepMind/status/2000985655715807599">(6) Google DeepMind on X: &#8220;We’re using AI to work on root node problems – fundamental scientific challenges that unlock societal benefits. <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f9ea.png" alt="🧪" class="wp-smiley" style="height: 1em; max-height: 1em;" /> From fusion and superconductors to entirely new materials, our CEO @DemisHassabis discusses what comes next after #AlphaFold – all on our podcast with @fryrsquared. https://t.co/D7tpq1i8Bf&#8221; / X</a></p>
<p><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">Timecodes: </span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" role="link" href="https://x.com/GoogleDeepMind/status/2000985655715807599?t=102"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">01:42</span></a></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"> 2025 progress </span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" role="link" href="https://x.com/GoogleDeepMind/status/2000985655715807599?t=314"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">05:14</span></a></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"> Jagged intelligence </span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" role="link" href="https://x.com/GoogleDeepMind/status/2000985655715807599?t=452"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">07:32</span></a></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"> Mathematical version of AlphaGo? </span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" role="link" href="https://x.com/GoogleDeepMind/status/2000985655715807599?t=570"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">09:30</span></a></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"> Science vs commercialization </span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" role="link" href="https://x.com/GoogleDeepMind/status/2000985655715807599?t=762"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">12:42</span></a></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"> Scaling </span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" role="link" href="https://x.com/GoogleDeepMind/status/2000985655715807599?t=1063"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">17:43</span></a></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"> Genie and simulation </span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" role="link" href="https://x.com/GoogleDeepMind/status/2000985655715807599?t=1547"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">25:47</span></a></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"> Evolution in simulation </span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" role="link" href="https://x.com/GoogleDeepMind/status/2000985655715807599?t=1706"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">28:26</span></a></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"> AI bubble </span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" role="link" href="https://x.com/GoogleDeepMind/status/2000985655715807599?t=1916"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">31:56</span></a></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"> Building ethical AI </span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" role="link" href="https://x.com/GoogleDeepMind/status/2000985655715807599?t=2071"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">34:31</span></a></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"> AGI </span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" role="link" href="https://x.com/GoogleDeepMind/status/2000985655715807599?t=2684"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">44:44</span></a></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"> Turing machines </span><span class="r-18u37iz"><a class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21" role="link" href="https://x.com/GoogleDeepMind/status/2000985655715807599?t=2946"><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3">49:06</span></a></span><span class="css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3"> How it feels to lead</span></p>
<p><a href="https://finance.sina.com.cn/tech/csj/2025-12-19/doc-inhcipuf5705165.shtml?cre=tianyi&amp;mod=pchp&amp;loc=32&amp;r=0&amp;rfunc=2&amp;tj=cxvertical_pc_hp&amp;tr=12">DeepMind掌门人万字详解通往AGI之路_创事记_新浪科技_新浪网</a></p>
<p>在最新一期播客中，DeepMind掌门人哈萨比斯清晰地勾勒了他心目中通往AGI的一条现实路径：</p>
<p>一半靠规模扩展，另一半靠真正的科学突破。</p>
<ul>
<li>12/16/2025 &#8211; LEAP 71</li>
</ul>
<p><a href="https://sheffield.ac.uk/mac/news/university-sheffield-test-fire-world-first-ai-designed-rocket-engine">University of Sheffield test fire world-first ‘AI designed’ rocket engine | MAC | The University of Sheffield</a></p>
<ul>
<li>11/28/2025 &#8211; interesting read on their new AI model</li>
</ul>
<p><a href="https://www.msn.com/en-us/news/technology/two-gen-zers-turned-down-millions-from-elon-musk-to-build-an-ai-based-on-the-human-brain-and-it-s-outperformed-models-from-openai-and-anthropic/ar-AA1RknO0?ocid=msedgntp&amp;pc=U531&amp;cvid=6929b2ff23a94de39fff82da6f96f03f&amp;ei=14">Two Gen Zers turned down millions from Elon Musk to build an AI based on the human brain—and it’s outperformed models from OpenAI and Anthropic</a></p>
<ul>
<li>10/28/2025 &#8211; <a href="https://www.wsj.com/tech/ai/openais-promise-to-stay-in-california-helped-clear-the-path-for-its-ipo-3af1c31c?mod=WTRN_pos1">Exclusive | OpenAI’s Promise to Stay in California Helped Clear the Path for Its IPO &#8211; WSJ</a> Company assured state officials on its commitment as it continues its global expansion, which could include a public offering as soon as 2027</li>
<li>10/27/2025 &#8211; <a href="https://www.wsj.com/tech/qualcomm-stock-surges-on-ai-chip-launch-cc7a4590?mod=hp_lead_pos2">Qualcomm Launches AI Chips to Challenge Nvidia’s Dominance &#8211; WSJ</a></li>
</ul>
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		<title>Study of Ackman</title>
		<link>http://www.timelessinvestor.com/2026/03/08/study-of-ackman/</link>
					<comments>http://www.timelessinvestor.com/2026/03/08/study-of-ackman/#respond</comments>
		
		<dc:creator><![CDATA[Timeless Investor]]></dc:creator>
		<pubDate>Sun, 08 Mar 2026 05:07:43 +0000</pubDate>
				<category><![CDATA[Uncategorized]]></category>
		<guid isPermaLink="false">http://www.timelessinvestor.com/?p=9412</guid>

					<description><![CDATA[Study of Ackman 03/09/2026 &#8211; (9) Jacob King on X: &#8220;Bill Ackman literally gave a 44-minute masterclass that explains money better than any business school: https://t.co/9386t9em9b&#8221; / X 01/19/2025 &#8211; great interview of Ackman and Erin Molan Bill Ackman on &#8230; <a href="http://www.timelessinvestor.com/2026/03/08/study-of-ackman/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
										<content:encoded><![CDATA[<p>Study of Ackman<span id="more-9412"></span></p>
<ul>
<li>03/09/2026 &#8211; <a href="https://x.com/jacobkinge/status/2030578474579103963?s=43">(9) Jacob King on X: &#8220;Bill Ackman literally gave a 44-minute masterclass that explains money better than any business school: https://t.co/9386t9em9b&#8221; / X</a></li>
<li>01/19/2025 &#8211; great interview of Ackman and Erin Molan <a href="https://x.com/BillAckman/status/1880819653255246095">Bill Ackman on X: &#8220;I really enjoyed this conversation with @Erin_Molan. I think you will enjoy it.&#8221; / X</a></li>
</ul>
<p><a href="https://x.com/Erin_Molan/status/1880811777921060947">Erin Molan on X: &#8220;In conversation with @BillAckman <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f64f.png" alt="🙏" class="wp-smiley" style="height: 1em; max-height: 1em;" /> We cover a LOT <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f64f.png" alt="🙏" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Does he trust Donald Trump on Israel? Biden legacy? (he does not hold back…) Will he and Elon put in a bid for TikTok? How he thinks the US should free Fannie and Freddie (Aussies &#8211; I know <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f633.png" alt="😳" class="wp-smiley" style="height: 1em; max-height: 1em;" /><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f937-200d-2640-fe0f.png" alt="🤷‍♀️" class="wp-smiley" style="height: 1em; max-height: 1em;" /><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f602.png" alt="😂" class="wp-smiley" style="height: 1em; max-height: 1em;" />) His own political https://t.co/lELEAYALgx&#8221; / X</a></p>
<ul>
<li>03/04/2024 &#8211; Tilson recommended Ackman&#8217;s interview</li>
</ul>
<p><a href="https://members.stansberryresearch.com/articles/whitney-tilsons-daily/my-banking-expert-friends-take-on-blockchain-and-banks-performance-of-stocks-added-to-and-removed-from-the-dow-inflation-and-fed-expectations-bill-ackman-on-lex-fridmans-podcast-scuba-pictures">My banking expert friend&#8217;s take on blockchain and banks; Performance of stocks added to and removed from the Dow; Inflation and Fed expectations; Bill Ackman on Lex Fridman&#8217;s podcast; Scuba pictures | Stansberry Research</a></p>
<p>I&#8217;m looking forward to listening to my college buddy Bill Ackman&#8217;s three-and-a-half-hour marathon interview on Lex Fridman&#8217;s podcast. You can watch it on YouTube <a href="https://www.youtube.com/watch?v=PgGKhsWhUu8" target="_blank" rel="noopener noreferrer">here</a>, listen to it <a href="https://lexfridman.com/bill-ackman/" target="_blank" rel="noopener noreferrer">here</a>, and here&#8217;s an outline:</p>
<blockquote><p>(00:00) – Introduction<br />
(08:55) – Investing basics<br />
(13:47) – Investing in music<br />
(22:08) – Process of researching companies<br />
(26:47) – Investing in restaurants<br />
(32:16) – Investing in Google<br />
(37:58) – AI<br />
(43:13) – Warren [Buffett]<br />
(45:22) – Psychology of investing<br />
(54:53) – Activist investing<br />
(1:04:41) – General Growth Properties<br />
(1:20:57) – Canadian Pacific Railway<br />
(1:28:21) – OpenAI<br />
(1:32:32) – Biggest loss and lowest point<br />
(1:47:21) – Herbalife and Carl Icahn<br />
(2:04:11) – Oct. 7<br />
(2:10:42) – College campus protests<br />
(2:29:09) – DEI in universities<br />
(2:50:00) – Neri Oxman<br />
(3:15:30) – X and free speech<br />
(3:19:54) – Trump<br />
(3:27:30) – Dean Phillips<br />
(3:34:36) – Future</p></blockquote>
<p>Puck&#8217;s William Cohan wrote an in-depth column about the interview: <a href="https://puck.news/the-measure-of-ackman" target="_blank" rel="noopener noreferrer">The Measure of Ackman</a>.</p>
<p>This is the most interesting revelation from the interview, a battle with another hedge-fund titan, which Bill had never discussed publicly:</p>
<blockquote><p>Ackman also disclosed, for the first time he said, a battle he had around 2017 with another billionaire hedge fund manager, Paul Singer at Elliott Management, who was trying to force Bill out of business by striking him while he was down.</p>
<p>What happened, Ackman explained, was that Elliott took a &#8220;big position&#8221; in Pershing Square Holdings – the U.K.-based, publicly trading investment company that is Bill&#8217;s version of Berkshire Hathaway. He said Elliott then shorted all the stocks in Bill&#8217;s portfolio and went long on the stock he had shorted, &#8220;making a bet that we&#8217;d be forced to liquidate.&#8221;</p>
<p>Bill said that Elliott then came to him and tried to &#8220;force&#8221; him to liquidate. It was a nightmare scenario. &#8220;I envisioned an end where the divorce takes all my resources,&#8221; he said, &#8220;the permanent capital vehicle ends up getting liquidated, and another activist in my industry puts me out of business.&#8221; And then he met Oxman &#8220;and I had fallen completely in love with her.&#8221;</p></blockquote>
<p>As the article continues, the &#8220;nightmare&#8221; went on:</p>
<blockquote><p>[Ackman said] &#8220;I was envisioning a world where I was bankrupt, a judge found me guilty of whatever and he sends me off to jail&#8230; I find myself in this incredible mess. And I decided I didn&#8217;t want things to end that way.&#8221;</p>
<p>He then did something he pledged to himself that he would never do: borrow money. He went to JPMorgan Chase and, on &#8220;a handshake&#8221; with the bank, borrowed $300 million. (&#8220;I had been a good client over a long period of time,&#8221; he said.)</p>
<p>He used the money to buy up enough blocks of stock in Pershing Square Holdings to thwart Elliott&#8217;s strategy&#8230;</p>
<p>&#8220;I remember the day I bought a big block of stock in the market and I get a call from Gordon Singer, who&#8217;s Paul Singer son who runs the London part of their business. He&#8217;s like, &#8216;Bill, was that you buying that block?&#8217; I said, &#8216;Yes.&#8217; He said, &#8216;F&#8211;k.&#8217; He knew that once I got that, they were not going to be able to succeed and they went away. And that was the bottom. And we&#8217;ve had an incredible run since then.&#8221;</p></blockquote>
<ul>
<li>06/26/2021 &#8211; good to learn from Ackman&#8217;s 7 mistakes and 7 principles</li>
</ul>
<p><a href="https://www.youtube.com/watch?v=Asw5XxDApeI">Bill Ackman: 7 Mistakes Every Investor Makes</a></p>
<ol>
<li role="heading" aria-level="3">Seven mistakes every investor makes</li>
<li>Overcoming adversity</li>
<li>learning from mistakes, learn everything possible from Buffett</li>
<li>be confident</li>
<li>contribute more</li>
<li>deal with criticism</li>
<li>always do your due diligence</li>
</ol>
<h4 class="co8aDb XcVN5d" role="heading" aria-level="3"><b>Here are Bill Ackman&#8217;s principles to successful investing:</b></h4>
<div class="RqBzHd">
<ol class="i8Z77e">
<li class="TrT0Xe">Simple and predictable businesses.</li>
<li class="TrT0Xe">Free cash flow generative.</li>
<li class="TrT0Xe">Dominant market position.</li>
<li class="TrT0Xe">Large barriers to entry.</li>
<li class="TrT0Xe">High return on capital.</li>
<li class="TrT0Xe">Limited exposure to non-controllable extrinsic risks.</li>
<li class="TrT0Xe">Strong balance sheet where outside capital is not necessary</li>
</ol>
<ul>
<li>06/05/2021 – Ackman’s interview on WSJ</li>
</ul>
<p><a href="https://www.youtube.com/watch?v=_PmqM8-987A">Bill Ackman Predicts Financial Crisis. This is his Stock Portfolio NOW</a></p>
<ol>
<li>the inflation is everywhere. It might not be transitory as Fed thinks/hopes</li>
<li>wage can not be reduced once it is increased</li>
<li>economy reopening, people’s animal spirits + stimulus plan + infrastructure plan + Fed’s extremely accommodated rate policy, everything happens in a few quarters</li>
<li>Fed made a mistake, a preemptive rate raise is way better than the force raise</li>
<li>he thinks Fed will raise interest rate – for sure</li>
<li>it is a great risk for economy to be overheating</li>
<li>you want to own businesses which have pricing power and their businesses will not change dramatically when rate goes up</li>
<li> if rate rises, growth stocks will crash</li>
<li>The fund, with net assets of nearly $10 billion, has a concentrated equity investment portfolio that includes Lowe’s (LOW), Hilton Worldwide Holdings (HLT), Chipotle Mexican Grill (CMG), Agilent Technologies Inc (US:A), Restaurant Brands International (QSR), Howard Hughes (HHC), and Domino’s (DPZ).</li>
</ol>
<ul>
<li>11/19/2020 – Ackman’s interview – never mind to be a good trader occasionally; read everything from Buffett; long year 2021; An industrial company today can probably go public with a technology multiple” – on the booming demand for warehouses from e-commerce companies.</li>
</ul>
<p><a href="https://markets.businessinsider.com/news/stocks/bill-ackman-pershing-square-pandemic-hedge-trump-buffett-best-quotes-2020-11-1029819825">Billionaire investor Bill Ackman discussed his pandemic hedge, praised Trump, and explained his Berkshire Hathaway exit in a recent interview. Here are the 19 best quotes</a></p>
<h2><strong>Here are Ackman’s 19 best quotes, condensed and lightly edited for clarity:</strong></h2>
<ul>
<li>1. “I had seen the Matt Damon ‘Contagion’ film so perhaps that was framing the mind” – on his early concerns about COVID-19.</li>
<li>2. “My theory was the only way to shut this thing down ultimately would be a global economic shutdown, and the markets were not trading as if there was going to be a global economic shutdown” – on his decision to hedge Pershing’s stock portfolio.</li>
<li><em><strong>3. “I felt what it was like to be a trader for the first time in my life. I’m not really a trader, but it was cool and I insisted on trading it alongside my traders just because it was fun” – on the experience of reversing his fund’s hedge after it paid off, using a laptop on a makeshift desk in a beach house.</strong></em></li>
<li><em><strong>4. “If you want to learn about the investment business just read everything Warren Buffett’s written, watch every interview he’s ever given.”</strong></em></li>
<li>5. “The untold story of Berkshire is that it owns a lot of companies that, frankly, have opportunities for improvement and margin enhancement. I think Buffett’s one of the great allocators of capital, but also part of his whole ‘schtick’ is not getting involved in the management of any of the businesses that he’s acquired.”</li>
<li>6. “We felt that the next generation of leadership is gonna do less of the big Warren Buffett-type acquisitions and more of actually optimizing the portfolio” – detailing one of his reasons for investing in Berkshire, along with its attractive valuation and the promise of bigger stock buybacks.</li>
<li>7. “We’ve handed our capital to Warren to invest, but he’s handicapped a bit because he’s lugging around hundreds of billions of dollars” – on the thinking that led Pershing to sell its Berkshire stake. Ackman and his team were surprised Buffett didn’t deploy Berkshire’s cash more aggressively when the pandemic caused markets to tank in the spring.</li>
<li>8. “We have <a href="https://markets.businessinsider.com/news/stocks/bill-ackman-pershing-square-warren-buffett-berkshire-hathaway-losses-2020-11-1029800708?utm_source=markets&amp;utm_medium=ingest" target="_blank" rel="noopener noreferrer">probably lost more money</a> in Berkshire Hathaway than anyone in the world.”</li>
<li>9. “It’s a way for us to buy a super high-quality private company and add it to our stable” – on the purpose of Pershing Square Tontine, Ackman’s special-purpose acquisition vehicle or SPAC that raised $4 billion when it went public in July.</li>
<li>10. “The state of corporate governance, how directors think about their roles as fiduciaries has come very, very far over 17 years as a direct result of shareholder activism.”</li>
<li>11. “It’s like running for office. It’s the same dirty tricks and cheating, and claimed cheating on how the votes are being counted, and false advertising” – on the reality of being an activist shareholder.</li>
<li>12. “China was a tea-drinking country until Starbucks showed up.”</li>
<li>13. “Trump’s actually done a lot of good, he’s done some harm as well and he’s done it in a way that I think is far from ideal” – praising the president’s corporate-tax reforms and efforts to bring manufacturing back to the US.</li>
<li>14. “Ivanka’s probably gonna run in four years and I think how he handles this will affect her ability to get elected” – on the risk that President Trump’s refusal to concede the presidential election will hurt his daughter’s chances to become president in the future.</li>
<li>15. “It’s probably the single greatest time in history to open a restaurant” – Ackman pointed to pent-up demand fueled by lockdowns, low rents, and less competition due to restaurant closures during the pandemic.</li>
<li><strong><em>16. “2021 could be a very, very good year in markets. Go long” – the investor highlighted low interest rates, potentially more stimulus, possible infrastructure spending, well-capitalized banks, and easy access to capital.</em></strong></li>
<li>17. “I think unsophisticated people will take this announcement as, ‘Oh I don’t have to worry,’ and you want people to be a bit scared” – on the risk that Pfizer’s <a href="https://www.businessinsider.com/pfizer-coronavirus-vaccine-success-plans-for-emergency-approval-fda-2020-9?r=US&amp;IR=T?utm_source=markets&amp;utm_medium=ingest" target="_blank" rel="noopener noreferrer">positive vaccine news</a> makes people complacent and less diligent about taking precautions against catching and spreading the virus.</li>
<li><strong><em>18. “An industrial company today can probably go public with a technology multiple” – on the booming demand for warehouses from e-commerce companies, and the fact that even Amazon, which controls many aspects of its business, still has to pay rent.</em></strong></li>
<li>19. “If I ever think about it, just tell me the number I need to call to make sure I don’t do it again” – on the subject of whether he would return to short-selling.</li>
</ul>
<p>&nbsp;</p>
<ul>
<li>09/01/2020 – Ackman’s turnaround in 2019</li>
</ul>
<p><strong>Bill Ackman</strong>‘s investment turn around lesson in 2019: he attributed his performance to reading Buffett’s early letters to investors. I should also read Buffett’s letters everyday.</p>
<p>Pershing Square Capital, Ackman’s publicly traded hedge fund, ended the year up 58.1%, , massively outperforming the S&amp;P 500’s near 30% return and the average hedge fund’s near 10% return.</p>
<p class="selectionShareable">So how did Ackman pull off this turnaround?</p>
<p class="selectionShareable"><em><strong>In 2019, he attributed his performance to reading <a class="guru_tp" title="" href="https://www.gurufocus.com/StockBuy.php?GuruName=Warren+Buffett" target="_blank" rel="noopener noreferrer" data-hasqtip="2">Warren Buffett</a> (<a class="guru_tp" title="" href="https://www.gurufocus.com/StockBuy.php?GuruName=Warren+Buffett" target="_blank" rel="noopener noreferrer" data-hasqtip="3">Trades</a>, <a class="guru_tp" title="" href="https://www.gurufocus.com/holdings.php?GuruName=Warren+Buffett" target="_blank" rel="noopener noreferrer" data-hasqtip="6">Portfolio</a>)’s early letters to investors, particularly regarding his thoughts about a long-term capital structure.</strong></em></p>
<p class="selectionShareable">Referencing Buffett’s decision to shutter his investment partnerships in 1969, Ackman told the 13-D Active-Passive Investor Summit, “I think what Mr. Buffett realized in 1969 is that being a longterm investor with short-dated capital is just ultimately going to lead to a bad outcome at some point in time.”</p>
<p class="selectionShareable">This is why Ackman has been concentrating his efforts on his publicly traded vehicle rather than the private hedge fund, which is susceptible to short-termism.</p>
<p class="selectionShareable">The value manager also told his audience in 2019 that he’s refocused his operations on finding simple, predictable and cash flow-positive companies rather than complex, high-risk, high-reward opportunities like Valeant.</p>
<p class="selectionShareable">We can learn a lot from Ackman’s turnaround. He’s admitted his mistakes, reinvented his portfolio and moved on. That requires a lot of humility and emotional strength. He might have attracted criticism for investments in the past, but we can’t attack his decision to take a step back and re-evaluate his process.</p>
<p class="selectionShareable"><a href="https://fs.blog/knowledge-project/bill-ackman/">Bill Ackman: Getting Back Up [The Knowledge Project Ep. #82]</a> [ the detailed interview on Bill Ackman</p>
<p class="selectionShareable"><a href="https://markets.businessinsider.com/news/stocks/bill-ackman-explains-coronavirus-trade-single-best-all-time-podcast-2020-5-1029155100">Billionaire Bill Ackman explains how he pulled off a deal described as ‘the single best trade of all time’</a></p>
<p class="selectionShareable">Ackman explained in details in his investor letter about his hedge (<a href="https://www.pershingsquareholdings.com/pershing-square-capital-management-l-p-releases-letter-to-investors/?mod=article_inline">Pershing Square Capital Management, L.P. Releases Letter to Investors</a>)</p>
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