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	<title>OZ</title>
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	<link>https://ozamora.com</link>
	<description>Tech and AI through the lens of data, behavior, and cultural trends</description>
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		<title>The ONPE Project: A Case Study in the Most Disruptive Technological Shift of Our Lifetime</title>
		<link>https://ozamora.com/2026/05/the-onpe-project-a-case-study-in-the-most-disruptive-technological-shift-of-our-lifetime/</link>
					<comments>https://ozamora.com/2026/05/the-onpe-project-a-case-study-in-the-most-disruptive-technological-shift-of-our-lifetime/#respond</comments>
		
		<dc:creator><![CDATA[OZ]]></dc:creator>
		<pubDate>Mon, 25 May 2026 13:00:00 +0000</pubDate>
				<category><![CDATA[Technology]]></category>
		<category><![CDATA[Agentic Workflows]]></category>
		<category><![CDATA[AI Development]]></category>
		<category><![CDATA[Autonomous Code Generation]]></category>
		<category><![CDATA[Civic Technology]]></category>
		<category><![CDATA[election transparency]]></category>
		<category><![CDATA[First Round]]></category>
		<category><![CDATA[ONPE Project]]></category>
		<category><![CDATA[ONPE Scraper]]></category>
		<category><![CDATA[open data]]></category>
		<category><![CDATA[Peru 2026 election]]></category>
		<category><![CDATA[peruvoto2026]]></category>
		<guid isPermaLink="false">https://ozamora.com/?p=2669</guid>

					<description><![CDATA[The ONPE Project was developed to bring clarity to Peru’s 2026 Presidential Election First Round. Built in only two hours using AI native workflows, it demonstrates how transparency, open data and agentic development can transform civic technology.]]></description>
		
					<wfw:commentRss>https://ozamora.com/2026/05/the-onpe-project-a-case-study-in-the-most-disruptive-technological-shift-of-our-lifetime/feed/</wfw:commentRss>
			<slash:comments>0</slash:comments>
		
		
		<post-id xmlns="com-wordpress:feed-additions:1">2669</post-id>	</item>
		<item>
		<title>Stop Resetting to Zero: How Professionals Can Make AI Compound Their Expertise</title>
		<link>https://ozamora.com/2026/05/stop-resetting-to-zero-how-professionals-can-make-ai-compound-their-expertise/</link>
					<comments>https://ozamora.com/2026/05/stop-resetting-to-zero-how-professionals-can-make-ai-compound-their-expertise/#respond</comments>
		
		<dc:creator><![CDATA[OZ]]></dc:creator>
		<pubDate>Wed, 13 May 2026 13:00:00 +0000</pubDate>
				<category><![CDATA[Artificial Intelligence]]></category>
		<category><![CDATA[Technology]]></category>
		<category><![CDATA[Agents]]></category>
		<category><![CDATA[AI]]></category>
		<category><![CDATA[Appliances]]></category>
		<category><![CDATA[Automation]]></category>
		<category><![CDATA[Copilot]]></category>
		<category><![CDATA[DataFlow]]></category>
		<category><![CDATA[efficiency]]></category>
		<category><![CDATA[Grounding]]></category>
		<category><![CDATA[Inspection]]></category>
		<category><![CDATA[KnowledgeBase]]></category>
		<category><![CDATA[Microsoft]]></category>
		<category><![CDATA[onedrive]]></category>
		<category><![CDATA[Productivity]]></category>
		<category><![CDATA[Prompts]]></category>
		<category><![CDATA[SharePoint]]></category>
		<category><![CDATA[Workflow]]></category>
		<guid isPermaLink="false">https://ozamora.com/?p=2581</guid>

					<description><![CDATA[Professionals often struggle with AI that behaves like every request is the first time it has seen the problem. In this article, I share a real scenario from a conversation with a friend who performs appliance inspections and relies on AI to identify make, model, and year from photos. Despite correcting the AI and documenting the right information, the system never reuses his prior knowledge. This post explains why that happens, how grounding solves it, and how Copilot can turn AI into a continuously learning analyst. It also includes a consolidated prompt and a full agent instruction specification for those ready to operationalize a grounded workflow.]]></description>
		
					<wfw:commentRss>https://ozamora.com/2026/05/stop-resetting-to-zero-how-professionals-can-make-ai-compound-their-expertise/feed/</wfw:commentRss>
			<slash:comments>0</slash:comments>
		
		
		<post-id xmlns="com-wordpress:feed-additions:1">2581</post-id>	</item>
		<item>
		<title>peruvoto2026 — Data‑Driven Electoral Transparency (Snapshot: April 20, 2026)</title>
		<link>https://ozamora.com/2026/05/peruvoto2026-data-driven-electoral-transparency-snapshot-april-20-2026/</link>
					<comments>https://ozamora.com/2026/05/peruvoto2026-data-driven-electoral-transparency-snapshot-april-20-2026/#respond</comments>
		
		<dc:creator><![CDATA[OZ]]></dc:creator>
		<pubDate>Mon, 11 May 2026 13:00:00 +0000</pubDate>
				<category><![CDATA[Analytics]]></category>
		<category><![CDATA[PowerBI]]></category>
		<category><![CDATA[april 20 snapshot]]></category>
		<category><![CDATA[civic tech]]></category>
		<category><![CDATA[data audit]]></category>
		<category><![CDATA[data visualization]]></category>
		<category><![CDATA[election dashboards]]></category>
		<category><![CDATA[election transparency]]></category>
		<category><![CDATA[electoral analysis]]></category>
		<category><![CDATA[geospatial analysis]]></category>
		<category><![CDATA[mesa a mesa]]></category>
		<category><![CDATA[mesas 900k]]></category>
		<category><![CDATA[onpe data]]></category>
		<category><![CDATA[open data]]></category>
		<category><![CDATA[Peru elections 2026]]></category>
		<category><![CDATA[peru voting data]]></category>
		<category><![CDATA[peruvoto2026]]></category>
		<category><![CDATA[power bi]]></category>
		<category><![CDATA[public datasets]]></category>
		<category><![CDATA[reniec ubigeo]]></category>
		<category><![CDATA[spanish data tools]]></category>
		<guid isPermaLink="false">https://ozamora.com/?p=2586</guid>

					<description><![CDATA[peruvoto2026 is an open-data repository providing a verifiable April 20, 2026 snapshot of Peru’s first-round presidential election results. Built entirely in Spanish to align with the Peruvian audience, it includes ONPE-sourced datasets, RENIEC geographic references, and a complete Power BI report with five analytical panels. The project enables transparent, independent validation of votes, geographic patterns, special polling stations, and date-specific results. Readers who prefer English or another language can use the Translate button available in modern browsers, including Microsoft Edge.]]></description>
		
					<wfw:commentRss>https://ozamora.com/2026/05/peruvoto2026-data-driven-electoral-transparency-snapshot-april-20-2026/feed/</wfw:commentRss>
			<slash:comments>0</slash:comments>
		
		
		<post-id xmlns="com-wordpress:feed-additions:1">2586</post-id>	</item>
		<item>
		<title>When Housing Debates Get Lost in Labels</title>
		<link>https://ozamora.com/2026/05/when-housing-debates-get-lost-in-labels/</link>
					<comments>https://ozamora.com/2026/05/when-housing-debates-get-lost-in-labels/#respond</comments>
		
		<dc:creator><![CDATA[OZ]]></dc:creator>
		<pubDate>Fri, 08 May 2026 13:00:00 +0000</pubDate>
				<category><![CDATA[Social]]></category>
		<category><![CDATA[civic literacy]]></category>
		<category><![CDATA[communism definition]]></category>
		<category><![CDATA[community debates]]></category>
		<category><![CDATA[economic systems]]></category>
		<category><![CDATA[housing policy]]></category>
		<category><![CDATA[London housing policy]]></category>
		<category><![CDATA[market interventions]]></category>
		<category><![CDATA[misinformation]]></category>
		<category><![CDATA[political terminology]]></category>
		<category><![CDATA[progressive taxation]]></category>
		<category><![CDATA[public policy education]]></category>
		<category><![CDATA[real estate speculation]]></category>
		<category><![CDATA[Scandinavia housing models]]></category>
		<category><![CDATA[Singapore property tax]]></category>
		<category><![CDATA[social democracy]]></category>
		<category><![CDATA[socialism definition]]></category>
		<category><![CDATA[unoccupied property tax]]></category>
		<category><![CDATA[vacancy tax]]></category>
		<category><![CDATA[Vancouver vacancy tax]]></category>
		<category><![CDATA[Zohran Mamdani]]></category>
		<guid isPermaLink="false">https://ozamora.com/?p=2572</guid>

					<description><![CDATA[I came across a community thread the other day where a proposal to tax unoccupied real estate valued above five million dollars was labeled as communism. The debate quickly shifted from policy to inaccurate terminology. This happens often. People repeat political labels without understanding what they mean. A vacancy tax is a market tool used in cities like Vancouver, London, Melbourne, and Singapore. It is also consistent with social democratic models seen in Scandinavia. None of these places are communist. Using the right vocabulary helps create better conversations and a clearer understanding of how housing policy works.]]></description>
		
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			<slash:comments>0</slash:comments>
		
		
		<post-id xmlns="com-wordpress:feed-additions:1">2572</post-id>	</item>
		<item>
		<title>How to Use AI to Determine Whether a Car Purchase Makes Financial Sense</title>
		<link>https://ozamora.com/2026/05/how-to-use-ai-to-determine-whether-a-car-purchase-makes-financial-sense/</link>
					<comments>https://ozamora.com/2026/05/how-to-use-ai-to-determine-whether-a-car-purchase-makes-financial-sense/#respond</comments>
		
		<dc:creator><![CDATA[OZ]]></dc:creator>
		<pubDate>Thu, 07 May 2026 13:00:00 +0000</pubDate>
				<category><![CDATA[Cars]]></category>
		<category><![CDATA[Education]]></category>
		<category><![CDATA[Finance]]></category>
		<category><![CDATA[AI tools]]></category>
		<category><![CDATA[APR analysis]]></category>
		<category><![CDATA[auto financing]]></category>
		<category><![CDATA[BMW X5 M]]></category>
		<category><![CDATA[budgeting]]></category>
		<category><![CDATA[car affordability]]></category>
		<category><![CDATA[car buying guide]]></category>
		<category><![CDATA[car loans]]></category>
		<category><![CDATA[car payments]]></category>
		<category><![CDATA[credit score]]></category>
		<category><![CDATA[credit sentiment]]></category>
		<category><![CDATA[depreciation]]></category>
		<category><![CDATA[down payment strategy]]></category>
		<category><![CDATA[financial literacy]]></category>
		<category><![CDATA[financial planning]]></category>
		<category><![CDATA[interest rates]]></category>
		<category><![CDATA[loan calculators]]></category>
		<category><![CDATA[luxury cars]]></category>
		<category><![CDATA[negative equity]]></category>
		<category><![CDATA[personal finance tips]]></category>
		<category><![CDATA[total cost of ownership]]></category>
		<category><![CDATA[used cars]]></category>
		<category><![CDATA[warranty costs]]></category>
		<guid isPermaLink="false">https://ozamora.com/?p=2563</guid>

					<description><![CDATA[Most buyers only look at the monthly payment, but that hides the true cost of financing a depreciating asset. This guide shows how to use AI to evaluate any car purchase using depreciation, interest, warranty status, and income-based affordability rules. Includes a ready-to-use AI prompt and a real example with a 2022 BMW X5 M.]]></description>
		
					<wfw:commentRss>https://ozamora.com/2026/05/how-to-use-ai-to-determine-whether-a-car-purchase-makes-financial-sense/feed/</wfw:commentRss>
			<slash:comments>0</slash:comments>
		
		
		<post-id xmlns="com-wordpress:feed-additions:1">2563</post-id>	</item>
		<item>
		<title>How Fraud Narratives Were Manufactured in the 2026 Peruvian Election: The Digital Architecture Behind the Attack on Electoral Legitimacy</title>
		<link>https://ozamora.com/2026/05/how-fraud-narratives-were-manufactured-in-the-2026-peruvian-election-the-digital-architecture-behind-the-attack-on-electoral-legitimacy/</link>
					<comments>https://ozamora.com/2026/05/how-fraud-narratives-were-manufactured-in-the-2026-peruvian-election-the-digital-architecture-behind-the-attack-on-electoral-legitimacy/#respond</comments>
		
		<dc:creator><![CDATA[OZ]]></dc:creator>
		<pubDate>Wed, 06 May 2026 13:00:00 +0000</pubDate>
				<category><![CDATA[Miscellaneous]]></category>
		<category><![CDATA[Psychology]]></category>
		<category><![CDATA[Social]]></category>
		<category><![CDATA[bots]]></category>
		<category><![CDATA[democracy]]></category>
		<category><![CDATA[digital manipulation]]></category>
		<category><![CDATA[disinformation]]></category>
		<category><![CDATA[electoral fraud]]></category>
		<category><![CDATA[JNE]]></category>
		<category><![CDATA[misinformation]]></category>
		<category><![CDATA[ONPE]]></category>
		<category><![CDATA[Peru 2026 elections]]></category>
		<category><![CDATA[Rafael López Aliaga]]></category>
		<category><![CDATA[social media]]></category>
		<guid isPermaLink="false">https://ozamora.com/?p=2552</guid>

					<description><![CDATA[Peru’s 2026 election exposed a sophisticated “fraud architecture” designed to delegitimize results through digital manipulation, institutional pressure, and algorithmic amplification. From bots and trolls to political validation, the narrative weaponized minor irregularities and technical myths to erode trust in ONPE and JNE. This post dissects how coordinated disinformation turned social media outrage into real‑world mobilization, revealing the anatomy of a modern electoral attack.]]></description>
		
					<wfw:commentRss>https://ozamora.com/2026/05/how-fraud-narratives-were-manufactured-in-the-2026-peruvian-election-the-digital-architecture-behind-the-attack-on-electoral-legitimacy/feed/</wfw:commentRss>
			<slash:comments>0</slash:comments>
		
		
		<post-id xmlns="com-wordpress:feed-additions:1">2552</post-id>	</item>
		<item>
		<title>She’s Always Been Someone Who Defies Limits: Celebrating Gio — USATF Certified Running Coach</title>
		<link>https://ozamora.com/2026/05/shes-always-been-someone-who-defies-limits-celebrating-gio-usatf-certified-running-coach/</link>
					<comments>https://ozamora.com/2026/05/shes-always-been-someone-who-defies-limits-celebrating-gio-usatf-certified-running-coach/#respond</comments>
		
		<dc:creator><![CDATA[OZ]]></dc:creator>
		<pubDate>Tue, 05 May 2026 13:00:00 +0000</pubDate>
				<category><![CDATA[Running]]></category>
		<category><![CDATA[Sports]]></category>
		<category><![CDATA[7 World Marathon Majors]]></category>
		<category><![CDATA[Baptist Health Run Club]]></category>
		<category><![CDATA[Beginner Runners]]></category>
		<category><![CDATA[Fitness Coaching]]></category>
		<category><![CDATA[Gio Zamora]]></category>
		<category><![CDATA[Giovanna Valdivia]]></category>
		<category><![CDATA[Marathon Training]]></category>
		<category><![CDATA[Pacer]]></category>
		<category><![CDATA[Run Coaching Services]]></category>
		<category><![CDATA[Running Coach]]></category>
		<category><![CDATA[Running Community]]></category>
		<category><![CDATA[Running Journey]]></category>
		<category><![CDATA[Running Motivation]]></category>
		<category><![CDATA[South Florida Runners]]></category>
		<category><![CDATA[USATF Certified Coach]]></category>
		<category><![CDATA[Weston Florida]]></category>
		<category><![CDATA[Weston Run Club]]></category>
		<category><![CDATA[Women Who Run]]></category>
		<guid isPermaLink="false">https://ozamora.com/?p=2557</guid>

					<description><![CDATA[Gio’s journey began with three impossible miles and grew into a life of discipline, purpose, and transformation. Today she is a USATF Certified Running Coach, a pacer, and a mentor to runners of all levels. From completing the 7 World Marathon Majors to leading weekly community runs in Weston, FL, her mission is to help others discover the confidence she built mile by mile.]]></description>
		
					<wfw:commentRss>https://ozamora.com/2026/05/shes-always-been-someone-who-defies-limits-celebrating-gio-usatf-certified-running-coach/feed/</wfw:commentRss>
			<slash:comments>0</slash:comments>
		
		
		<post-id xmlns="com-wordpress:feed-additions:1">2557</post-id>	</item>
		<item>
		<title>AI Skepticism vs AI Reality (Part II): It’s Not a Bubble — It’s the Largest Infrastructure Upside Since the Cloud</title>
		<link>https://ozamora.com/2026/05/ai-skepticism-vs-ai-reality-part-ii-its-not-a-bubble-its-the-largest-infrastructure-upside-since-the-cloud/</link>
					<comments>https://ozamora.com/2026/05/ai-skepticism-vs-ai-reality-part-ii-its-not-a-bubble-its-the-largest-infrastructure-upside-since-the-cloud/#respond</comments>
		
		<dc:creator><![CDATA[OZ]]></dc:creator>
		<pubDate>Mon, 04 May 2026 13:00:00 +0000</pubDate>
				<category><![CDATA[Artificial Intelligence]]></category>
		<category><![CDATA[Technology]]></category>
		<category><![CDATA[AI adoption]]></category>
		<category><![CDATA[AI CapEx]]></category>
		<category><![CDATA[AI demand]]></category>
		<category><![CDATA[AI economics]]></category>
		<category><![CDATA[AI infrastructure]]></category>
		<category><![CDATA[AI market analysis]]></category>
		<category><![CDATA[AI reality]]></category>
		<category><![CDATA[AI skeptics]]></category>
		<category><![CDATA[Azure growth]]></category>
		<category><![CDATA[Cloud]]></category>
		<category><![CDATA[cloud computing]]></category>
		<category><![CDATA[Enterprise AI]]></category>
		<category><![CDATA[Microsoft earnings]]></category>
		<guid isPermaLink="false">https://ozamora.com/?p=2548</guid>

					<description><![CDATA[AI skepticism is collapsing under the weight of real data. Microsoft’s latest quarterly results show that AI demand is accelerating, capacity is filling faster than it can be built, and AI revenue is already material at scale. This is not a speculative bubble. It is the largest infrastructure expansion since the cloud and the early signs point to a long cycle of growth that skeptics failed to see. The upside is structural and only beginning.]]></description>
		
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		<post-id xmlns="com-wordpress:feed-additions:1">2548</post-id>	</item>
		<item>
		<title>When Files Shrunk: A Personal Journey Through the Early Days of Compression</title>
		<link>https://ozamora.com/2026/05/when-files-shrunk-a-personal-journey-through-the-early-days-of-compression/</link>
					<comments>https://ozamora.com/2026/05/when-files-shrunk-a-personal-journey-through-the-early-days-of-compression/#respond</comments>
		
		<dc:creator><![CDATA[OZ]]></dc:creator>
		<pubDate>Fri, 01 May 2026 13:00:00 +0000</pubDate>
				<category><![CDATA[Storage]]></category>
		<category><![CDATA[Technology]]></category>
		<category><![CDATA[1980s computing]]></category>
		<category><![CDATA[ARC]]></category>
		<category><![CDATA[compression]]></category>
		<category><![CDATA[DOS]]></category>
		<category><![CDATA[file storage]]></category>
		<category><![CDATA[Phil Katz]]></category>
		<category><![CDATA[PKARC]]></category>
		<category><![CDATA[PKZIP]]></category>
		<category><![CDATA[software history]]></category>
		<category><![CDATA[ZIP format]]></category>
		<guid isPermaLink="false">https://ozamora.com/?p=2543</guid>

					<description><![CDATA[In the late 80s, I discovered PKARC — a lightning‑fast tool that made files shrink before my eyes. It was the era of floppies and dial‑up modems, when compression wasn’t a luxury but a necessity. That memory led me to revisit the lineage of file compression: from SQ and LU on early CP/M systems, to ARC’s breakthrough in 1985, to Phil Katz’s PKARC and the birth of PKZIP in 1989. ZIP became the universal standard, surviving decades of technological change. This story traces how those early tools shaped the way we still store and share data today.]]></description>
		
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		<post-id xmlns="com-wordpress:feed-additions:1">2543</post-id>	</item>
		<item>
		<title>If Every Claim Were True: The Hypothetical Machinery Behind Peru’s 2026 Election Narratives</title>
		<link>https://ozamora.com/2026/04/if-every-claim-were-true-the-hypothetical-machinery-behind-perus-2026-election-narratives/</link>
					<comments>https://ozamora.com/2026/04/if-every-claim-were-true-the-hypothetical-machinery-behind-perus-2026-election-narratives/#respond</comments>
		
		<dc:creator><![CDATA[OZ]]></dc:creator>
		<pubDate>Thu, 30 Apr 2026 13:00:00 +0000</pubDate>
				<category><![CDATA[Miscellaneous]]></category>
		<category><![CDATA[Social]]></category>
		<category><![CDATA[democratic stability]]></category>
		<category><![CDATA[disinformation]]></category>
		<category><![CDATA[election fraud]]></category>
		<category><![CDATA[fantastical claims]]></category>
		<category><![CDATA[intelligence operations]]></category>
		<category><![CDATA[narrative architecture]]></category>
		<category><![CDATA[ONPE]]></category>
		<category><![CDATA[Peru 2026 election]]></category>
		<category><![CDATA[Peru politics]]></category>
		<category><![CDATA[political analysis]]></category>
		<category><![CDATA[Political Narratives]]></category>
		<category><![CDATA[power dynamics]]></category>
		<category><![CDATA[psychological warfare]]></category>
		<category><![CDATA[Rafael López Aliaga]]></category>
		<category><![CDATA[rhetorical paradox]]></category>
		<guid isPermaLink="false">https://ozamora.com/?p=2539</guid>

					<description><![CDATA[If every claim about Peru’s 2026 election fraud were true, the country would be facing an operation of near‑mythical sophistication — a network so disciplined, intelligent, and coordinated that it would resemble a state‑level intelligence agency. This post explores what such power would look like: the strategic minds, cyber operators, legal tacticians, and psychological architects supposedly orchestrating the narrative. And it asks the rhetorical question at the heart of the paradox — if a group truly had this level of brilliance and control, wouldn’t they be capable of running the country itself?]]></description>
		
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		<post-id xmlns="com-wordpress:feed-additions:1">2539</post-id>	</item>
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