{"id":71857,"date":"2026-06-05T09:00:00","date_gmt":"2026-06-05T16:00:00","guid":{"rendered":"https:\/\/www.ponoko.com\/blog\/?p=71857"},"modified":"2026-06-05T03:44:05","modified_gmt":"2026-06-05T10:44:05","slug":"nvidia-fei-fei-li-back-generalists-400m-round-to-scale-ai-robotics","status":"publish","type":"post","link":"https:\/\/www.ponoko.com\/blog\/ponoko\/nvidia-fei-fei-li-back-generalists-400m-round-to-scale-ai-robotics\/","title":{"rendered":"Nvidia, Fei-Fei Li Back Generalist\u2019s $400m Round To Scale AI Robotics"},"content":{"rendered":"<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/06\/1.jpg\" alt=\"\" class=\"wp-image-71859\" srcset=\"https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/06\/1.jpg 800w, https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/06\/1-300x169.jpg 300w, https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/06\/1-768x432.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">Major players like Nvidia and Fei-Fei Li are backing Generalist\u2019s $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 &#8220;physical&#8221; artificial general intelligence, focusing on scalable models and commercial applications.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.siliconrepublic.com\/start-ups\/nvidia-fei-fei-li-back-generalists-400m-round-to-scale-ai-robotics\" target=\"_blank\" rel=\"nofollow\">Read the full article here<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Top Stories This Week<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"#nvidia-robotics\">Nvidia, Fei-Fei Li Back Generalist\u2019s $400m Round To Scale AI Robotics<\/a><\/li>\n\n\n\n<li><a href=\"#robotic-legal\">Allegedly Trashing Airbnbs To Test Robots Puts Startup In Legal Trouble<\/a><\/li>\n\n\n\n<li><a href=\"#self-healing-circuits\">The World\u2019s First Fluid Circuit Board Just Raised $12M<\/a><\/li>\n\n\n\n<li><a href=\"#nuclear-3d\">5th-gen VELA Nuclear Reactor Fleet To Get 3D-printed Parts With New Deal<\/a><\/li>\n\n\n\n<li><a href=\"#robotics-us-china\">US Public Cheers Dancing Unitree Robots While Congress Looks To Ban Them<\/a><\/li>\n\n\n\n<li><a href=\"#robot-in-homes\">Is Silicon Valley Ready To Put Robots In People\u2019s Homes? Hello Robot Is.<\/a><\/li>\n\n\n\n<li><a href=\"#robots-ai-sustainability\">I Build Robots That Restore Ecosystems. Here\u2019s Why AI Is Being Used For The Opposite<\/a><\/li>\n\n\n\n<li><a href=\"#desalination-brine\">Researchers Develop Desalination With No Brine Production<\/a><\/li>\n\n\n\n<li><a href=\"#planar-vacuum\">Planar Vacuum Tubes Could Replace Transistors<\/a><\/li>\n\n\n\n<li><a href=\"#open-source-robotics\">Open Source Hardware For Robotics: Democratizing Robot Building<\/a><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Hardware Business News<\/h2>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 id=\"robotic-legal\" class=\"wp-block-heading\">Allegedly Trashing Airbnbs To Test Robots Puts Startup In Legal Trouble<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/06\/2.jpg\" alt=\"\" class=\"wp-image-71860\" srcset=\"https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/06\/2.jpg 800w, https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/06\/2-300x169.jpg 300w, https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/06\/2-768x432.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\">Image Source &#8211; Pixabay<\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">A San Francisco robotics startup is facing a $12,000 lawsuit after allegedly damaging an Airbnb property during robot prototype testing, raising questions about responsible deployment in real-world environments. While it&#8217;s common for robotics firms to use controlled labs for trials, venturing into private homes without explicit consent seems to me both unorthodox and risky. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/arstechnica.com\/ai\/2026\/06\/allegedly-trashing-airbnbs-to-test-robots-puts-startup-in-legal-trouble\/\" target=\"_blank\" rel=\"nofollow\">Read the full article here<\/a><\/p>\n\n\n<p>&nbsp;<\/p>\n\n\n<h3 id=\"self-healing-circuits\" class=\"wp-block-heading\">The World\u2019s First Fluid Circuit Board Just Raised $12M<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/06\/3.jpg\" alt=\"\" class=\"wp-image-71861\" srcset=\"https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/06\/3.jpg 800w, https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/06\/3-300x169.jpg 300w, https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/06\/3-768x432.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\">Image Source &#8211; Itera<\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">Hardware teams frustrated by slow PCB prototyping cycles may want to watch Itera, which has just secured $12 million in seed funding and revealed a prototype of what it calls the world\u2019s first fluid circuit board. By using liquid metal alloys and electrowetting, Itera\u2019s technology promises to cut iteration times from weeks to under a minute. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/techfundingnews.com\/the-worlds-first-fluid-circuit-board-just-raised-12-million-it-rewires-itself-faster-than-your-coffee-gets-cold\/\" target=\"_blank\" rel=\"nofollow\">Read the full article here<\/a><\/p>\n\n\n<p>&nbsp;<\/p>\n\n\n<h3 id=\"nuclear-3d\" class=\"wp-block-heading\">5th-gen VELA Nuclear Reactor Fleet To Get 3D-printed Parts With New Deal<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/06\/4.jpg\" alt=\"\" class=\"wp-image-71862\" srcset=\"https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/06\/4.jpg 800w, https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/06\/4-300x169.jpg 300w, https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/06\/4-768x432.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\">Image Source &#8211; NX Atomics<\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">The integration of industrial 3D printing into nuclear reactor manufacturing shows a serious shift for the sector, as NX Atomics partners with Sciaky to produce parts for its VELA reactor using electron beam additive processes. While the approach borrows from established aerospace techniques, applying it to commercial nuclear platforms could help address longstanding cost and lead time challenges.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/interestingengineering.com\/energy\/us-small-modular-reactor-3d-printing-deal\" target=\"_blank\" rel=\"nofollow\">Read the full article here<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Hardware Engineering News<\/h2>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 id=\"robotics-us-china\" class=\"wp-block-heading\">US Public Cheers Dancing Unitree Robots While Congress Looks To Ban Them<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/05\/10-2.jpg\" alt=\"\" class=\"wp-image-71809\" srcset=\"https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/05\/10-2.jpg 800w, https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/05\/10-2-300x169.jpg 300w, https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/05\/10-2-768x432.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\">Image Source &#8211; Unitree<\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">It\u2019s not every day you see humanoid robots earning standing ovations on prime-time American TV, yet Unitree\u2019s G1 models did just that on America\u2019s Got Talent. While public enthusiasm for these Chinese-designed robots is clear, lawmakers are debating potential bans, showing the growing divide between technological curiosity and regulatory caution. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.scmp.com\/tech\/tech-trends\/article\/3355993\/brilliant-us-public-cheers-dancing-unitree-robots-while-congress-looks-ban-them\" target=\"_blank\" rel=\"nofollow\">Read the full article here<\/a><\/p>\n\n\n<p>&nbsp;<\/p>\n\n\n<h3 id=\"robot-in-homes\" class=\"wp-block-heading\">Is Silicon Valley Ready To Put Robots In People\u2019s Homes? Hello Robot Is.<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/06\/6.jpg\" alt=\"\" class=\"wp-image-71864\" srcset=\"https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/06\/6.jpg 800w, https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/06\/6-300x169.jpg 300w, https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/06\/6-768x432.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\">Image Source &#8211; Hello Robot<\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">It\u2019s not every day that a home assistance robot designed for real-world living makes it to market, yet Hello Robot\u2019s Stretch is quietly doing just that. Unlike maximalist projects chasing generalized humanoids, Stretch prioritizes safe, practical operation in homes, balancing autonomy with human oversight. At $30,000, it\u2019s not inexpensive, but the focus on accessibility, modularity, and robust hardware could be the right direction for robotics in homes.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/techcrunch.com\/2026\/06\/04\/is-silicon-valley-ready-to-put-robots-in-peoples-homes-hello-robot-is\/\" target=\"_blank\" rel=\"nofollow\">Read the full article here<\/a><\/p>\n\n\n<p>&nbsp;<\/p>\n\n\n<h3 id=\"robots-ai-sustainability\" class=\"wp-block-heading\">I Build Robots That Restore Ecosystems. Here\u2019s Why AI Is Being Used For The Opposite<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/06\/7.jpg\" alt=\"\" class=\"wp-image-71865\" srcset=\"https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/06\/7.jpg 800w, https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/06\/7-300x169.jpg 300w, https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/06\/7-768x432.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\">Image Source &#8211; Pixabay<\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">Robotics has made enormous strides, yet the rapid evolution of lethal autonomous drones and AI-driven weapons raises pressing concerns. While restoration robots offer measurable benefits to ecosystems, the hardware driving modern warfare is becoming cheaper and more accessible, shifting capabilities from states to individuals. From an engineering perspective, I can see that the path forward will demand careful regulation if we want these powerful tools to serve society rather than undermine it.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.inc.com\/tom-chi\/i-build-robots-that-restore-ecosystems-heres-why-ai-is-being-used-for-the-opposite\/91347996\" target=\"_blank\" rel=\"nofollow\">Read the full article here<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Hardware R&amp;D News<\/h2>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 id=\"desalination-brine\" class=\"wp-block-heading\">Researchers Develop Desalination With No Brine Production<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/06\/8.jpg\" alt=\"\" class=\"wp-image-71866\" srcset=\"https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/06\/8.jpg 800w, https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/06\/8-300x169.jpg 300w, https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/06\/8-768x432.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\">Image Source &#8211; Pixabay<\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">A new desalination method, developed by University of Rochester researchers, has shown promise in producing fresh water without generating brine. By combining solar-absorbing \u201cblack metal\u201d panels and clever salt management, their system addresses both energy use and environmental risks. As data centers continue to increase water demand, solutions like this could prove valuable, especially if paired with renewable energy sources.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.electropages.com\/blog\/2026\/06\/researchers-develop-desalination-no-brine-production\" target=\"_blank\" rel=\"nofollow\">Read the full article here<\/a><\/p>\n\n\n<p>&nbsp;<\/p>\n\n\n<h3 id=\"planar-vacuum\" class=\"wp-block-heading\">Planar Vacuum Tubes Could Replace Transistors<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/06\/9.jpg\" alt=\"\" class=\"wp-image-71867\" srcset=\"https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/06\/9.jpg 800w, https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/06\/9-300x169.jpg 300w, https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/06\/9-768x432.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\">Image Source &#8211; The Component Club<\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">The idea that vacuum tubes could return as competitors to silicon transistors might surprise many, yet recent research into planar vacuum devices offers some intriguing possibilities. By leveraging silicon-compatible fabrication and shifting control to electron injection rather than flow, the new cathode-modulated vacuum\/air-channel tubes demonstrate functional amplification and logic at room temperature. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.thecomponentclub.com\/news\/2026-06-03-planar-vacuum-tubes-could-replace-transistors\" target=\"_blank\" rel=\"nofollow\">Read the full article here<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Open-Source Hardware News<\/h2>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 id=\"open-source-robotics\" class=\"wp-block-heading\">Open Source Hardware For Robotics: Democratizing Robot Building<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/06\/10.jpg\" alt=\"\" class=\"wp-image-71868\" srcset=\"https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/06\/10.jpg 800w, https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/06\/10-300x169.jpg 300w, https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/06\/10-768x432.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\">Image Source &#8211; Pixabay<\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">Open-source hardware is quietly reshaping robotics, inviting a broader community to build sophisticated machines once reserved for well-funded labs. Platforms like Arduino, Raspberry Pi, and TurtleBot have made advanced components and designs accessible, allowing students, startups, and hobbyists to experiment and innovate with limited resources. As AI integration deepens, open hardware\u2019s role as a foundation for accessible robotics seems likely to grow, fostering collaboration and continued progress across the industry.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/roboticsandautomationnews.com\/2026\/06\/01\/open-source-hardware-for-robotics-democratizing-robot-building\/102089\/\" target=\"_blank\" rel=\"nofollow\">Read the full article here<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p class=\"wp-block-paragraph\">Major players like Nvidia and Fei-Fei Li are backing Generalist\u2019s $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 &#8220;physical&#8221; artificial general intelligence, focusing on scalable models and commercial applications.<\/p>\n<p class=\"wp-block-paragraph\">Read the full article here<\/p>\n<p>Top Stories This Week<\/p>\n<ul class=\"wp-block-list\">\n<li>Nvidia, Fei-Fei Li Back Generalist\u2019s $400m Round To Scale AI Robotics<\/li>\n<li>Allegedly Trashing Airbnbs To Test Robots Puts Startup In Legal Trouble<\/li>\n<li>The World\u2019s First Fluid Circuit Board Just Raised $12M<\/li>\n<li>5th-gen VELA Nuclear Reactor Fleet To Get 3D-printed Parts With New Deal<\/li>\n<li>US Public Cheers Dancing Unitree Robots While Congress Looks To Ban Them<\/li>\n<li>Is Silicon Valley Ready To Put Robots In People\u2019s Homes?<\/li>\n<\/ul>\n","protected":false},"author":71,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5915,2],"tags":[10056,10018,10054,7685,10029,10019,10050,10042,10049,10047,10024,10039,10043,10055,10046,10027,10034,10035,10023,10020,10045,10038,10037,10044,10026,10040,10048,10021,10052,10051,10033,10032,10041,10028,10025,10022,10031,10053,10030,10036],"class_list":["post-71857","post","type-post","status-publish","format-standard","hentry","category-engineering-weekly","category-ponoko","tag-accessible-robotics-platforms","tag-ai-cad-tools","tag-ai-integration-in-open-hardware","tag-ai-robotics","tag-ai-driven-weapons","tag-ai-generated-engineering","tag-arduino-for-robotics","tag-autonomous-restoration-robots","tag-black-metal-solar-panels-desalination","tag-cathode-modulated-vacuum-tubes","tag-commercial-ai-robotics-applications","tag-commercial-nuclear-platforms","tag-data-center-water-solutions","tag-democratizing-robot-building","tag-desalination-without-brine","tag-electron-beam-additive-manufacturing","tag-electrowetting-technology","tag-fluid-circuit-board","tag-generalist-ai-funding","tag-generative-ai-in-cad","tag-hello-robot-stretch","tag-home-assistance-robot","tag-industrial-3d-printing-in-nuclear-reactors","tag-lethal-autonomous-drones","tag-liquid-metal-pcb-prototyping","tag-modular-robotics-hardware","tag-open-source-robotics-hardware","tag-physical-artificial-general-intelligence","tag-planar-vacuum-tubes","tag-raspberry-pi-robotics-projects","tag-responsible-robotics-deployment","tag-robot-prototype-testing","tag-robotics-ecosystem-restoration","tag-robotics-regulation-us-china","tag-robotics-startup-legal-issues","tag-scalable-ai-models","tag-silicon-compatible-vacuum-devices","tag-turtlebot-open-hardware","tag-unitree-humanoid-robots","tag-vela-nuclear-reactor-3d-printed-parts"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Nvidia, Fei-Fei Li Back Generalist\u2019s $400m Round To Scale AI Robotics<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.ponoko.com\/blog\/ponoko\/nvidia-fei-fei-li-back-generalists-400m-round-to-scale-ai-robotics\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Nvidia, Fei-Fei Li Back Generalist\u2019s $400m Round To Scale AI Robotics\" \/>\n<meta property=\"og:description\" content=\"Major players like Nvidia and Fei-Fei Li are backing Generalist\u2019s $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 &#8220;physical&#8221; 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\u2019s $400m Round To Scale AI Robotics  Allegedly Trashing Airbnbs To Test Robots Puts Startup In Legal Trouble  The World\u2019s 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\u2019s Homes?\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.ponoko.com\/blog\/ponoko\/nvidia-fei-fei-li-back-generalists-400m-round-to-scale-ai-robotics\/\" \/>\n<meta property=\"og:site_name\" content=\"Ponoko\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/pages\/Ponoko\/34020780272\" \/>\n<meta property=\"article:published_time\" content=\"2026-06-05T16:00:00+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.ponoko.com\/blog\/wp-content\/uploads\/2026\/06\/1.jpg\" 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