Ponoko https://www.ponoko.com/blog/ Laser Cutting & Engraving News For Startup Engineers Mon, 21 Sep 2026 16:09:06 +0000 en-US hourly 1 https://www.ponoko.com/blog/wp-content/uploads/2017/02/cropped-ponoko-logo-icon-300x300.png Ponoko https://www.ponoko.com/blog/ 32 32 New Method Enables AI For Safety-critical Situations https://www.ponoko.com/blog/ponoko/new-method-enables-ai-for-safety-critical-situations/ https://www.ponoko.com/blog/ponoko/new-method-enables-ai-for-safety-critical-situations/#respond Mon, 21 Sep 2026 16:09:04 +0000 https://www.ponoko.com/blog/?p=72082 MIT researchers have introduced HardFlow, an algorithm that enables pretrained generative AI models to meet strict safety and task-specific constraints in applications like robotics and physical system control, without the need for retraining.

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Top Stories This Week

  • New Method Enables AI For Safety-critical Situations
  • Chinese Memory-maker CXMT Claims DRAM Production Breakthrough
  • Toyota Estimates Spending $6.4 Billion A Year On 400,000 Robots
  • China Slows Humanoid Robot IPO Rush As Hype Outruns Reality
  • China Chip Startup EVAS Raises $295M On RISC-V Architecture Built For Export-Control Bypass
  • How AI And Digital Twins Empower Cities To Prepare For Crises Before They Happen
  • Bet You Can’t Fully Define A ‘robot.’ Arm Agrees.

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]]> https://www.ponoko.com/blog/ponoko/new-method-enables-ai-for-safety-critical-situations/feed/ 0 What It Takes To Be An Adaptable Engineer https://www.ponoko.com/blog/ponoko/what-it-takes-to-be-an-adaptable-engineer/ https://www.ponoko.com/blog/ponoko/what-it-takes-to-be-an-adaptable-engineer/#respond Mon, 14 Sep 2026 16:00:00 +0000 https://www.ponoko.com/blog/?p=72067 AI is rapidly shifting the engineering landscape, yet the core challenge remains: engineers must continually adapt to evolving tools and expectations while holding onto foundational problem-solving skills. As workplaces and universities grapple with what adaptability actually means in practice, the conversation raises important questions about how professionals,and their employers,should prepare for a future that is uncertain but not out of their hands.

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Top Stories This Week

  • What It Takes To Be An Adaptable Engineer
  • Chinese AI-chip Startup Guangyu Xinchen Raises $300M Series A
  • UK Government Rejects ‘kill Switch’

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]]> https://www.ponoko.com/blog/ponoko/what-it-takes-to-be-an-adaptable-engineer/feed/ 0 Why OpenAI Is Paying Robotics Engineers Up To $325k https://www.ponoko.com/blog/ponoko/why-openai-is-paying-robotics-engineers-up-to-325k/ https://www.ponoko.com/blog/ponoko/why-openai-is-paying-robotics-engineers-up-to-325k/#respond Mon, 07 Sep 2026 16:00:00 +0000 https://www.ponoko.com/blog/?p=72052 OpenAI is offering up to $325,000 for robotics software engineers, signaling a shift in AI development from purely digital models to systems that can perceive and act in the real world.

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Top Stories This Week

  • Why OpenAI Is Paying Robotics Engineers Up To $325k
  • Nvidia Strikes $12.9bn Deal To Buy AI Platform Hugging Face
  • LG Electronics Robot Unit Bear Robotics Pursues Pre-IPO Worth Up To Approximately $299 Million
  • China Just Unveiled Six New Chip Machines In A Single Day
  • Autonomous Excavators Are Digging With Empty Cabs
  • What Will ‘home Robots Of The Future’

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]]> https://www.ponoko.com/blog/ponoko/why-openai-is-paying-robotics-engineers-up-to-325k/feed/ 0 4D Printing Explained https://www.ponoko.com/blog/ponoko/4d-printing-explained/ https://www.ponoko.com/blog/ponoko/4d-printing-explained/#respond Tue, 01 Sep 2026 15:54:37 +0000 https://www.ponoko.com/blog/?p=72039 4D printing is pushing beyond static 3D-printed objects by enabling materials to reshape themselves in response to environmental triggers, using stimulus-responsive polymers and sophisticated structural designs.

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Top Stories This Week

  • 4D Printing Explained
  • As US Bans Chinese Robots, Serbia Launches Mass Humanoid Production
  • Openness Helps Robots Go Faster, Higher, Stronger
  • NASA Partners With Freelancercom To Design Free Flying Robot On The Space Station
  • Japan Is Using AI,

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]]> https://www.ponoko.com/blog/ponoko/4d-printing-explained/feed/ 0 Chinese Robots Smash Records At World Humanoid Robot Games https://www.ponoko.com/blog/ponoko/chinese-robots-smash-records-at-world-humanoid-robot-games/ https://www.ponoko.com/blog/ponoko/chinese-robots-smash-records-at-world-humanoid-robot-games/#respond Mon, 24 Aug 2026 15:01:52 +0000 https://www.ponoko.com/blog/?p=72025 Humanoid robots at Beijing’s World Humanoid Robot Games broke track records and even played tennis against humans, though their performance revealed ongoing challenges with balance, autonomy and battery life.

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Top Stories This Week

  • Chinese Robots Smash Records At World Humanoid Robot Games
  • Chinese EV Makers Face Rising Component Costs As AI Drains Supply
  • Former SpaceX Engineers Are Building A Robotic Factory For Making Steel Parts
  • Companies Worry About Robot Safety,

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]]> https://www.ponoko.com/blog/ponoko/chinese-robots-smash-records-at-world-humanoid-robot-games/feed/ 0 The World’s Largest Electric Hybrid Aircraft Has Flown For The First Time https://www.ponoko.com/blog/ponoko/the-worlds-largest-electric-hybrid-aircraft-has-flown-for-the-first-time/ https://www.ponoko.com/blog/ponoko/the-worlds-largest-electric-hybrid-aircraft-has-flown-for-the-first-time/#respond Mon, 17 Aug 2026 16:59:28 +0000 https://www.ponoko.com/blog/?p=72008 Heart Aerospace has successfully flown the X1, now the largest battery-electric hybrid aircraft ever to take to the skies, completing a 27-minute test flight on just five dollars’ worth of electricity.

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Top Stories This Week

  • The World’s Largest Electric Hybrid Aircraft Has Flown For The First Time
  • Gravis Robotics Raises $200M For Autonomous Construction
  • CyberSmile Opens Hong Kong Training Centre For Robotic And AI-assisted Dental Implant Surgery
  • The Next China Shock Will Come From Open-source AI
  • Why OpenAI Is Paying Robotics Engineers Up To $325k
  • Humanoid Robots Need A Real-Time,

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]]> https://www.ponoko.com/blog/ponoko/the-worlds-largest-electric-hybrid-aircraft-has-flown-for-the-first-time/feed/ 0 China Intends To Build Its 2035 Moon Station With Quadruped Robots https://www.ponoko.com/blog/ponoko/china-intends-to-build-its-2035-moon-station-with-quadruped-robots/ https://www.ponoko.com/blog/ponoko/china-intends-to-build-its-2035-moon-station-with-quadruped-robots/#respond Mon, 10 Aug 2026 15:12:48 +0000 https://www.ponoko.com/blog/?p=71992 Image Source – Pexels

China plans to deploy quadruped robot dogs to help construct and operate its 2035 lunar base, integrating advanced robotics alongside astronauts for tasks like exploration and maintenance.

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  • China Intends To Build Its 2035 Moon Station With Quadruped Robots
  • Sony And TSMC Will Spend $6.4bn On A Next-gen Image Sensor Plant
  • How Intel Could Challenge TSMC: Why MediaTek Is Making A US$5 Billion Bet
  • Hyundai Group Launches Smart Parking Robot Project In Seoul
  • Start A New Upload From Saved Parts
  • AI Firms Must Answer For Rogue Bots,

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]]> https://www.ponoko.com/blog/ponoko/china-intends-to-build-its-2035-moon-station-with-quadruped-robots/feed/ 0 US Ban on Foreign Humanoid Bots – How Engineers Can Take Advantage https://www.ponoko.com/blog/ponoko/us-ban-on-foreign-humanoid-bots-how-engineers-can-take-advantage/ https://www.ponoko.com/blog/ponoko/us-ban-on-foreign-humanoid-bots-how-engineers-can-take-advantage/#respond Mon, 10 Aug 2026 10:48:29 +0000 https://www.ponoko.com/blog/?p=71989 As China continues to develop cutting-edge robotic technologies, the US is feeling the pressure, introducing new restrictions on foreign-made humanoid robots. How can engineers take advantage of this situation, and why could services like Ponoko help engineers in these changing times?

Introduction – The Big Ban

Recently, the U.S. Federal Communications Commission (FCC) announced a policy restricting the import of foreign-made humanoid robots, quadruped robots, and certain power inverters. Citing concerns over cybersecurity,

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]]> https://www.ponoko.com/blog/ponoko/us-ban-on-foreign-humanoid-bots-how-engineers-can-take-advantage/feed/ 0 The Next Generation Of 3D Printing Is Here, And You Can Build It Right Now https://www.ponoko.com/blog/ponoko/the-next-generation-of-3d-printing-is-here-and-you-can-build-it-right-now/ https://www.ponoko.com/blog/ponoko/the-next-generation-of-3d-printing-is-here-and-you-can-build-it-right-now/#respond Mon, 03 Aug 2026 16:34:15 +0000 https://www.ponoko.com/blog/?p=71971

Open-source volumetric 3D printing has moved from the lab to the workbench, as the OpenCAL project now enables makers to produce solid objects in seconds using widely available parts and clever software.

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Top Stories This Week

  • The Next Generation Of 3D Printing Is Here, And You Can Build It Right Now
  • US Bans Foreign-made Humanoid Robots, Targeting China Over National Security
  • New Bill Would Ban Humanoid Robots In Schools After New York Focus Report
  • Ponoko Feature Update –

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]]> https://www.ponoko.com/blog/ponoko/the-next-generation-of-3d-printing-is-here-and-you-can-build-it-right-now/feed/ 0 NASA Will Test SpaceX And Blue Origin Moon Landers Before The Next Lunar Landing https://www.ponoko.com/blog/ponoko/nasa-will-test-spacex-and-blue-origin-moon-landers-before-the-next-lunar-landing/ https://www.ponoko.com/blog/ponoko/nasa-will-test-spacex-and-blue-origin-moon-landers-before-the-next-lunar-landing/#respond Tue, 28 Jul 2026 14:26:04 +0000 https://www.ponoko.com/blog/?p=71957 NASA is set to rehearse complex rendezvous and docking maneuvers in orbit using prototype Moon landers from both SpaceX and Blue Origin during the Artemis III mission, aiming to validate hardware and operations ahead of crewed lunar landings.

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Top Stories This Week

  • NASA Will Test SpaceX And Blue Origin Moon Landers Before The Next Lunar Landing
  • Mitsubishi Motors Teams Up With Startup To Mass Produce Humanoid Robots
  • China’s Moonshot AI Claims Kimi K3 Can Rival OpenAI And Anthropic
  • Lawmakers Push For AI Kill Switch After OpenAI Models Go Rogue
  • Elio Raises $21M For AI Era Sensing
  • Why The Semiconductor Industry Needs A Common Language For Functional Safety
  • Silicon Valley Divided Over Containing Vs Utilizing Chinese AI,

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]]> https://www.ponoko.com/blog/ponoko/nasa-will-test-spacex-and-blue-origin-moon-landers-before-the-next-lunar-landing/feed/ 0 Hyundai May Be Looking To Take Control Of Boston Dynamics https://www.ponoko.com/blog/ponoko/hyundai-may-be-looking-to-take-control-of-boston-dynamics/ Mon, 20 Jul 2026 13:59:18 +0000 https://www.ponoko.com/blog/?p=71943 Hyundai is reportedly moving to acquire Softbank’s remaining stake in Boston Dynamics, aiming for full ownership and a direct path to commercializing the Atlas humanoid robot.

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Top Stories This Week

  • Hyundai May Be Looking To Take Control Of Boston Dynamics
  • Chip Giant TSMC Pledges Another $100bn To Expand US Production
  • Robotics Startup Monumental Raises $32m Backed By Khosla Ventures
  • Canadian Startup That Raised US$75 Million Wants To Show Chip Companies Can Build In Canada
  • Bosch Receives US$ 225 Million In CHIPS Funding For SiC Semiconductor Production In Roseville
  • NASA Selects Four New Moon Missions To Build A Permanent Lunar Base
  • AI Flags More Than 250,000 Suspicious Cancer Research Papers
  • LLMs Help Robots Understand Vague Instructions And Focus On Key Details
  • A Better Way To Turn 2D Designs Into 3D Models For Rapid Prototyping
  • MIT 3D-Prints A Concrete Bridge That Cuts Material Use By 76%
  • The New Generation Of 3D Printers Is Killing The Tinkering Hobby

Hardware Business News

Chip Giant TSMC Pledges Another $100bn To Expand US Production

Image Source –

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]]> SpaceX Wants To Build AI Data Centers In Space. Will It Work? https://www.ponoko.com/blog/ponoko/spacex-wants-to-build-ai-data-centers-in-space-will-it-work/ Mon, 13 Jul 2026 16:00:08 +0000 https://www.ponoko.com/blog/?p=71929 SpaceX is aiming to put AI data centers in orbit, but the technical hurdles of radiation, heat dissipation, and maintenance in space are significant compared to Earth-based infrastructure making many wonder if this approach can move beyond niche applications.

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Top Stories This Week

  • SpaceX Wants To Build AI Data Centers In Space. Will It Work?
  • Chinese-made Robots Are Reaching 148 Countries As Factory Task Complexity Rises
  • Chinese Startup Claims World’s First 8-inch 2D Semiconductor Pilot Production Line
  • Could Humanoid Robots Be Heading For The Battlefield?

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]]> World’s First 3D-printed Nuclear Reactor Module Unveiled By US Firm https://www.ponoko.com/blog/ponoko/worlds-first-3d-printed-nuclear-reactor-module-unveiled-by-us-firm/ Tue, 07 Jul 2026 09:14:21 +0000 https://www.ponoko.com/blog/?p=71915 AMPERA has unveiled the world’s first full-scale 3D-printed nuclear reactor module, aiming to deliver 30 MW factory-built microreactors using thorium fuel. With this approach, we could finally accelerate the deployment of localized, long-life nuclear power for demanding sectors and energy needs in general.

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Top Stories This Week

  • World’s First 3D-printed Nuclear Reactor Module Unveiled By US Firm
  • Nuclear Fusion Gets Major Push To Manage Rare Tritium For Commercial Reactors
  • Oxmiq Raises $35m To Develop Custom AI Tech Stack
  • California-based Semiconductor Company Lands $24.2M Grant For DFW Manufacturing Facility
  • Cheap Chinese Chips Could Offer Way Out Of RAM Price Crisis,

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]]> Chinese Sodium Battery Matches Tesla Benchmarks https://www.ponoko.com/blog/ponoko/chinese-sodium-battery-matches-tesla-benchmarks/ Fri, 26 Jun 2026 14:22:20 +0000 https://www.ponoko.com/blog/?p=71899 A Chinese-made sodium-ion battery has reached a performance level on par with Tesla’s lithium cells, according to new research, and its design borrows notably from established lithium-ion technology. While sodium’s abundance could reshape raw material sourcing, the technology’s lower energy density and cold-weather charging remain engineering hurdles worth watching.

Read the full article here

Top Stories This Week

  • Chinese Sodium Battery Matches Tesla Benchmarks
  • Boston Dynamics To Expand Massachusetts Robotics Hub In $100 Mn Project
  • Tech Giant Oracle Cuts 21,000 Jobs As It Embraces AI
  • DOT Launches $1.5M Robotics Competition To Upgrade Transportation Networks
  • Britain To Speed Up Submarine Maintenance With 3D Printing
  • US Army Advances Continuous Fiber 3D Printing To Speed Missile Component Production
  • Robotic-assisted Surgery A Significant Advancement
  • Engineer Builds Mobile 3D Lab To Deliver Free Dentures To Uninsured Americans
  • New Chip Could Help Tiny Robots Traverse Complex Environments
  • Scientists Create AI Skin Patch That Acts Like An Instant Personal Doctor
  • Why RISC-V Is Reshaping The Future Of Computing

Hardware Business News

Boston Dynamics To Expand Massachusetts Robotics Hub In $100 Mn Project

Image Source –

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]]> Samsung First To Build 3D Stacked Transistors https://www.ponoko.com/blog/ponoko/samsung-first-to-build-3d-stacked-transistors/ Fri, 19 Jun 2026 16:00:00 +0000 https://www.ponoko.com/blog/?p=71884 Samsung’s unveiling of the first 3D stacked transistor marks a new era in semiconductor design, as stacking could theoretically double device density instantly compared to current approaches. Announced at the 2026 VLSI Symposium, their 3D Stacked FET demonstrated a 42 nm gate pitch and several technical firsts, though commercial deployment appears some years away. While the technology’s impact will depend on successful scaling and adoption, I find the potential for improved energy efficiency and higher yields particularly interesting as the industry seeks solutions beyond miniaturization alone.

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]]> Elon Musk’s SpaceX Raises $75bn Ahead Of World’s Biggest Stock Market Launch https://www.ponoko.com/blog/ponoko/elon-musks-spacex-raises-75bn-ahead-of-worlds-biggest-stock-market-launch/ Fri, 12 Jun 2026 16:00:00 +0000 https://www.ponoko.com/blog/?p=71870 SpaceX’s impending public debut, with $75bn raised ahead of the IPO, is attracting significant attention from both institutional and individual investors. The company’s valuation,nearly $1.8tn,would place it among the world’s most valuable firms immediately, yet its future stock performance will depend on market demand after trading begins. While some analysts predict higher prices, it’s worth noting that Elon Musk’s high level of control is unusual for a public company.

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Top Stories This Week

  • Elon Musk’s SpaceX Raises $75bn Ahead Of World’s Biggest Stock Market Launch
  • NEURA Robotics To Raise Up To $1.4B In Series C Funding For Physical AI
  • General Motors Taps New Battery Tech To Help Power Data Centers
  • China Struggling To Find Robot Buyers
  • Standard Bots Raises $200 Million To Bring Jobs Back To US Via Robots
  • 3D-printed Devices Could Streamline The Production Of Drug-delivery Microparticles
  • 3D Printing Has Moved Beyond Prototyping,

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]]> Nvidia, Fei-Fei Li Back Generalist’s $400m Round To Scale AI Robotics https://www.ponoko.com/blog/ponoko/nvidia-fei-fei-li-back-generalists-400m-round-to-scale-ai-robotics/ Fri, 05 Jun 2026 16:00:00 +0000 https://www.ponoko.com/blog/?p=71857 Major players like Nvidia and Fei-Fei Li are backing Generalist’s $400 million funding round, which positions the company at a $2 billion valuation and signals growing momentum in AI robotics. Generalist, founded this year by former DeepMind and Boston Dynamics experts, aims to advance “physical” artificial general intelligence, focusing on scalable models and commercial applications.

Read the full article here

Top Stories This Week

  • Nvidia, Fei-Fei Li Back Generalist’s $400m Round To Scale AI Robotics
  • Allegedly Trashing Airbnbs To Test Robots Puts Startup In Legal Trouble
  • The World’s First Fluid Circuit Board Just Raised $12M
  • 5th-gen VELA Nuclear Reactor Fleet To Get 3D-printed Parts With New Deal
  • US Public Cheers Dancing Unitree Robots While Congress Looks To Ban Them
  • Is Silicon Valley Ready To Put Robots In People’s Homes?

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]]> I Tried 5 Different AI CAD Tools – Here’s The Results https://www.ponoko.com/blog/digital-manufacturing/i-tried-5-different-ai-cad-tools-heres-the-results/ Mon, 01 Jun 2026 21:04:20 +0000 https://www.ponoko.com/blog/?p=71834 AI is increasingly showing up in the tools I use and write about, but CAD still feels like one of the few places where it hasn’t quite landed properly yet. In this article, I’m going to break down how generative AI is actually being used in CAD today, what the current tools can realistically do, and where the limitations still show through. Finally, we will also look at why there’s such a gap between the hype around “AI-generated engineering” and what you can actually trust.

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]]> Will Robotics Have A ChatGPT Moment? https://www.ponoko.com/blog/ponoko/will-robotics-have-a-chatgpt-moment/ Tue, 26 May 2026 06:50:18 +0000 https://www.ponoko.com/blog/?p=71820 The idea of robots having a breakthrough “ChatGPT moment” is very possible, yet, real-world robotics progress is generally more incremental. While AI-powered robots are beginning to take on tasks in factories, warehouses, and even homes, the complexity of human environments means we are still far from general-purpose machines. As an engineer, I see the real advances coming from coordinated AI systems combined with specialized hardware, not from a single algorithmic leap or eureka moment. The path forward is steady,

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]]> South Korean Startup Captures Workers Movement To Train AI https://www.ponoko.com/blog/ponoko/south-korean-startup-captures-workers-movement-to-train-ai/ Tue, 19 May 2026 04:00:00 +0000 https://www.ponoko.com/blog/?p=71798 Watching skilled hotel staff fold napkins and polish glassware while wearing motion-capture gear may seem futuristic, yet, it shows a serious shift in modern robotics. South Korea’s RLWRLD is building a real-world data library from experienced workers, aiming to train AI brains capable of handling nuanced tasks in both industry and homes. While the technology is not fully mature, capturing human dexterity is the next logical step in robotic training.

Read the full article here

Top Stories This Week

  • South Korean Startup Captures Workers Movement To Train AI
  • Unitree GD01 Robot Shows Mecha Suits Are Possible
  • Apple-Intel Chip Deal Could Trigger €4.6 Billion Equipment Frenzy,

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]]> Should AI Firms Pay Minimum Wage To Robots? https://www.ponoko.com/blog/ponoko/should-ai-firms-pay-minimum-wage-to-robots/ Fri, 08 May 2026 16:00:00 +0000 https://www.ponoko.com/blog/?p=71784 The question of whether AI firms should pay a “minimum wage” to robots is gaining traction, as automation rapidly transforms traditional office and manufacturing roles. Charles Radclyffe, whose software automates administrative work, suggests taxing AI could help manage job transitions, though others like Oliver Conger of British Rototherm argue it’s too early for such measures. Personally, I see a great deal of merit in both approaches, as balancing innovation with social impact is rarely straightforward,

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]]> Chinese Scientists Build Zero Emission Coal-fired Battery https://www.ponoko.com/blog/ponoko/chinese-scientists-build-zero-emission-coal-fired-battery/ Fri, 01 May 2026 16:00:00 +0000 https://www.ponoko.com/blog/?p=71771 A new coal-powered fuel cell from Chinese scientists could reshape how we view coal’s role in clean energy. Unlike traditional combustion, this design electrochemically oxidizes pre-treated coal, capturing carbon dioxide for conversion into useful chemicals rather than releasing it. The reported 40 percent efficiency stands out, particularly since previous models struggled with longevity and power density. As someone interested in realistic engineering solutions, the direct use of deep coal reserves is intriguing, though practical deployment will require further study.

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]]> Rise of Linux – Why Open-Source Continues to Win https://www.ponoko.com/blog/ponoko/rise-of-linux-why-open-source-continues-to-win/ Wed, 22 Apr 2026 13:56:45 +0000 https://www.ponoko.com/blog/?p=71767 Modern computing is increasingly split between closed, managed platforms and open-source systems that prioritize transparency and user control. As proprietary ecosystems grow more complex and restrictive, open-source alternatives continue to challenge the assumption that users must trade control for convenience. At what point does software stop being a tool and start becoming a controlled environment shaped by external interests? How much of modern computing is still truly owned by the user? And can open-source realistically redefine the balance of power in everyday systems?

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]]> CEOs Admit That AI Has Minimal Impact On Employment Or Productivity https://www.ponoko.com/blog/ponoko/ceos-admit-that-ai-has-minimal-impact-on-employment-or-productivity/ Mon, 20 Apr 2026 16:00:00 +0000 https://www.ponoko.com/blog/?p=71753 Image Source – Pixabay

Despite the constant headlines about AI transforming industries, recent data suggests its impact on employment and productivity is minimal so far. Most CEOs report little to no change, echoing the productivity paradox economists noted with earlier tech revolutions. While expectations for future gains remain, it’s clear that adoption alone isn’t a guarantee of results, and that AI is clearly not always the solution to growing a business.

Read the full article here

Top Stories This Week

  • CEOs Admit That AI Has Minimal Impact On Employment Or Productivity
  • Google And Pentagon In Talks To Run Custom AI Chips Inside Classified Environments
  • Italy’s Wearable Robotics Raises €5 Million In Series A
  • Nuclear Reactor Restart In Japan Will Likely Displace Natural Gas Electricity Generation
  • Neptune Robotics Invests US$12mn In New Singapore Factory To Drive Five-Fold Increase In Autonomous Ship Hull Cleanings
  • Think AI Knows What It’s Doing?

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]]> Ex-apple Engineers Launch Privacy-First AI Wearable https://www.ponoko.com/blog/ponoko/ex-apple-engineers-launch-privacy-first-ai-wearable/ Thu, 09 Apr 2026 17:00:00 +0000 https://www.ponoko.com/blog/?p=71737 Image Source – Pixabay

A new AI wearable from two ex-Apple Vision Pro engineers is drawing attention for its privacy-first approach, activating only when tapped rather than constantly listening. Inspired by the iPod Shuffle, its familiar, minimalist design intentionally avoids the pitfalls of always-on competitors. As the AI wearable market faces skepticism over privacy and usefulness, this device takes a more deliberate stance, offering control without demanding constant trust. Personally, I see this as a thoughtful step,

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]]> World’s Biggest Humanoid Robotics Maker Unitree Is Going Public https://www.ponoko.com/blog/ponoko/worlds-biggest-humanoid-robotics-maker-unitree-is-going-public/ Wed, 01 Apr 2026 14:06:34 +0000 https://www.ponoko.com/blog/?p=71720 If you want a glimpse into robotics’ future, look no further than Unitree’s recent IPO filing. As an engineer, I’m impressed by how Unitree not only turned a profit but also managed to cut prices while scaling up; something rare in this space. The fact that over half their revenue came from exports until just last year speaks volumes about global demand. While humanoid robots aren’t on every shelf yet, this kind of growth and ambition is worth watching,

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]]> Elon Musk Unveils $20 Billion TeraFab Chip Project https://www.ponoko.com/blog/ponoko/elon-musk-unveils-20-billion-terafab-chip-project/ Mon, 23 Mar 2026 18:49:15 +0000 https://www.ponoko.com/blog/?p=71706 If you’ve ever wondered what could truly disrupt the global chip industry, Elon Musk’s new $20 billion ‘TeraFab’ might just be it. I find it interesting that Tesla and SpaceX are bringing logic, memory, and packaging all under one roof, something I haven’t seen done at this scale before. While I’m intrigued by the rapid iteration this enables, I also remain skeptical with the numerous complexities that chip production brings. But, the potential here is hard to ignore,

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]]> OpenAI Robotics Lead Quits Citing Ethics Concerns https://www.ponoko.com/blog/ponoko/openai-robotics-lead-quits-citing-ethics-concerns/ Mon, 16 Mar 2026 16:00:00 +0000 https://www.ponoko.com/blog/?p=71691 OpenAI’s robotics lead stepping down over ethical concerns caught my attention, as it shows the growing tension between innovation and responsibility in AI development. Caitlin Kalinowski’s principled resignation demonstrates that even cutting-edge engineering feats must respect clear boundaries, especially when national security and surveillance are involved. While OpenAI’s rapid Pentagon deal may seem opportunistic, it reminds us that ethical debates in technology are complex and still ongoing. Thus, as engineers, we must balance progress with careful oversight,

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]]> Who Needs Data Centers In Space When They Can Float Offshore? https://www.ponoko.com/blog/ponoko/who-needs-data-centers-in-space-when-they-can-float-offshore/ Tue, 10 Mar 2026 04:02:23 +0000 https://www.ponoko.com/blog/?p=71677 Offshore data centers might sound like science fiction, but Aikido is making it real off Norway’s coast. Floating beneath a wind turbine solves power, cooling, and even neighborhood complaints, yet the ocean won’t be kind; corrosion and movement are serious challenges. I like that this isn’t flashy hype, but instead, real engineers confronting real problems, and that’s rare these days. If this scales to a 10-megawatt unit in the U.K., we could see a quiet revolution in how data centers work,

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]]> Australia Achieves World-First Breakthrough In Underwater 3D Concrete Printing https://www.ponoko.com/blog/ponoko/australia-achieves-world-first-breakthrough-in-underwater-3d-concrete-printing/ Tue, 24 Feb 2026 04:37:09 +0000 https://www.ponoko.com/blog/?p=71663 Australia has just pulled off something that makes me genuinely excited as an engineer, because underwater 3D concrete printing is a serious a game-changer in the field of construction, and they did it without chemical accelerators or bulky formwork. The team at the University of Wollongong proved that robotic precision can tame concrete beneath the waves, which makes repairing piers, building reefs, or even supporting offshore wind projects far more practical. I absolutely admire the mix of innovation and forward thinking here,

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