[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"nav-categories":3,"article-the-token-factory-era-key-takeaways-from-jensen-huang-s-gtc-2026-keynote":70},{"data":4},[5,37,57,64],{"name":6,"slug":7,"categories":8},"Productivity","productivity",[9,13,17,21,25,29,33],{"id":10,"title":11,"slug":12},17,"Branding","branding",{"id":14,"title":15,"slug":16},19,"Marketing","marketing",{"id":18,"title":19,"slug":20},20,"Work","work",{"id":22,"title":23,"slug":24},34,"Community","community",{"id":26,"title":27,"slug":28},21,"For newbies","for-newbies",{"id":30,"title":31,"slug":32},24,"Investment","investment",{"id":34,"title":35,"slug":36},22,"Finance","finance",{"name":38,"slug":39,"categories":40},"Tech","tech",[41,45,49,53],{"id":42,"title":43,"slug":44},28,"Technology","technology",{"id":46,"title":47,"slug":48},32,"Artificial Intelligence","artificial-intelligence",{"id":50,"title":51,"slug":52},26,"Security and protection","security-and-protection",{"id":54,"title":55,"slug":56},31,"YouTube Blog","youtube-blog",{"name":58,"slug":59,"categories":60},"News","news",[61],{"id":62,"title":58,"slug":63},18,"quasanews",{"name":65,"slug":66,"categories":67},"Business","business",[68],{"id":69,"title":65,"slug":66},16,{"post":71,"published_news":94,"popular_news":152,"categories":216},{"title":72,"description":73,"meta_title":72,"meta_description":74,"meta_keywords":75,"text":76,"slug":77,"created_at":78,"publish_at":78,"formatted_created_at":79,"category_id":42,"links":80,"view_type":83,"video_url":84,"views":85,"likes":86,"lang":87,"comments_count":86,"category":88},"The \"Token Factory\" Era: Key Takeaways from Jensen Huang’s GTC 2026 Keynote","As expected, Jensen Huang’s latest address was a masterclass in strategic narrative, blending hard engineering with the kind of high-octane marketing that only the \"World’s First Vertically Integrated and Horizontally Open\" company can deliver.","Huang has officially rebranded the Data Center. Moving forward, these facilities are to be viewed as \"AI Factories.","This isn't just semantics; traditional data centers were built to store and retrieve data, whereas AI Factories are designed to produce intelligence (in the form of tokens).","\u003Cp>As expected, Jensen Huang’s latest address was a masterclass in strategic narrative, blending hard engineering with the kind of high-octane marketing that only the "World’s First Vertically Integrated and Horizontally Open" company can deliver. \u003Ca href=\"https://quasa.io/media/topaz-labs-and-nvidia-team-up-neurostream-slashes-vram-needs-by-up-to-95-for-local-ai-image-processing\">Nvidia\u003C/a> has once again proven that its dominance isn't just about selling chips; it’s about owning the entire stack — from data centers and accelerators to the software platforms and physical AI applications.\u003C/p>\n\n\u003Cp>\u003Cstrong>Here are the four critical pivots that will define the technology landscape in the coming years:\u003C/strong>\u003C/p>\n\n\u003Ch3>\u003Cstrong>1. From Gigawatts to "Tokens per Watt"\u003C/strong>\u003C/h3>\n\n\u003Cp>For years, skeptics argued that AI scaling would inevitably hit a physical ceiling. The logic was simple: scaling compute 10x required 10x the power, and the global grid simply couldn't handle it.\u003C/p>\n\n\u003Cp>\u003Cimg alt=\"\" class=\"image-align-left\" height=\"169\" src=\"https://quasa.io/storage/photos/00/image - 2026-03-17T135615.440.jpg\" width=\"300\" />Huang effectively dismantled this "fundamental" limitation by shifting the metric of success.\u003C/p>\n\n\u003Cul>\n\t\u003Cli>\u003Cstrong>The Paradigm Shift:\u003C/strong> Nvidia's new platforms demonstrate an order-of-magnitude increase in tokens generated per watt. We are no longer in a linear relationship between energy consumption and intelligence output.\u003C/li>\n\t\u003Cli>\u003Cstrong>The Business Moat:\u003C/strong> This is a brilliant strategic maneuver. By making energy efficiency the primary scaling vector, Nvidia forces a rapid upgrade cycle. To remain competitive, companies must dump old hardware and buy Nvidia’s latest silicon, effectively redirecting their "electricity budget" back into Nvidia’s pocket. Scaling is no longer capped by the power grid, but by the speed of your hardware refresh.\u003C/li>\n\u003C/ul>\n\n\u003Ch3>\u003Cstrong>2. The Rise of the AI Factory\u003C/strong>\u003C/h3>\n\n\u003Cp>\u003Ca href=\"https://blogs.nvidia.com/blog/gtc-2026-news/\">Huang has officially rebranded the Data Center.\u003C/a> Moving forward, these facilities are to be viewed as \u003Cstrong>"\u003Ca href=\"https://quasa.io/media/nvidia-s-hot-water-cooling-revolution-how-the-rubin-platform-is-disrupting-data-center-infrastructure\">AI Factories\u003C/a>."\u003C/strong> This isn't just semantics; traditional data centers were built to store and retrieve data, whereas AI Factories are designed to \u003Cem>produce\u003C/em> intelligence (in the form of tokens).\u003C/p>\n\n\u003Cul>\n\t\u003Cli>\u003Cstrong>Continuous Production:\u003C/strong> Much like an 18th-century textile mill or a 20th-century auto plant, these factories run 24/7 to churn out a raw material: tokens.\u003C/li>\n\t\u003Cli>\u003Cstrong>Structural Difference:\u003C/strong> These facilities require entirely different cooling architectures, high-bandwidth interconnects (like the newly updated Blackwell-2 networking fabric), and power delivery systems compared to the "storage warehouses" of the cloud era.\u003C/li>\n\u003C/ul>\n\n\u003Ch3>\u003Cstrong>3. Agentic Compute: CPU Optimization\u003C/strong>\u003C/h3>\n\n\u003Cp>\u003Cimg alt=\"\" class=\"image-align-right\" height=\"447\" src=\"https://quasa.io/storage/photos/00/image - 2026-03-17T135547.866.jpg\" width=\"300\" />While GPUs remain the stars of the show, Nvidia is making a calculated move into the CPU space to support the next generation of \u003Cstrong>AI Agents\u003C/strong>. For agents to function effectively—planning, reasoning, and executing tasks autonomously—the system needs more than just raw parallel processing.\u003C/p>\n\n\u003Cul>\n\t\u003Cli>\u003Cstrong>The Solution:\u003C/strong> Huang introduced new CPU instances specifically optimized for agentic workflows. These processors handle the "logic and orchestration" layers that GPUs aren't designed for, ensuring that the entire "body" of the AI agent operates without bottlenecks.\u003C/li>\n\u003C/ul>\n\n\u003Ch3>\u003Cstrong>4. The Full Stack for Physical AI\u003C/strong>\u003C/h3>\n\n\u003Cp>Nvidia is moving aggressively beyond the digital realm and into \u003Cstrong>Physical AI\u003C/strong>. The goal is no longer just to provide the "brain" for a robot, but the entire nervous system and environment.\u003C/p>\n\n\u003Cul>\n\t\u003Cli>\u003Cstrong>The Full Stack:\u003C/strong> By offering everything from simulation environments (Omniverse) to real-time edge processing and end-to-end robotics platforms, Nvidia is positioning itself as the sole provider for the industrial metaverse.\u003C/li>\n\t\u003Cli>\u003Cstrong>Real-World Application:\u003C/strong> Whether it’s autonomous factories or humanoid assistants, Nvidia’s focus on Physical AI suggests they want to be the foundation for every moving part in the \u003Cstrong>Future of Work\u003C/strong>.\u003C/li>\n\u003C/ul>\n\n\u003Chr />\n\u003Ch3>\u003Cstrong>The Bottom Line\u003C/strong>\u003C/h3>\n\n\u003Cp>Jensen Huang didn't just announce products; he announced a new economic model. In this world, intelligence is a manufactured commodity, and the most valuable currency is the efficiency of its production. For founders and "creators" in the Web3 and AI space, the message is clear: the transition from "manual" prompting to orchestrating "AI Factories" is where the next trillion dollars of value will be created.\u003C/p>\n\n\u003Cp>\u003Cstrong>Also read:\u003C/strong>\u003C/p>\n\n\u003Cul>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/the-bamboo-curtain-of-defi-vietnam-moves-to-restrict-foreign-crypto-exchanges\">The "Bamboo Curtain" of DeFi: Vietnam Moves to Restrict Foreign Crypto Exchanges\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/choosing-the-best-20-month-ai-subscription-in-2026-claude-pro-chatgpt-plus-or-google-ai-pro\">Choosing the Best $20/Month AI Subscription in 2026: Claude Pro, ChatGPT Plus, or Google AI Pro?\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/south-korea-s-regulatory-crackdown-bithumb-hit-with-25-million-aml-fine\">South Korea’s Regulatory Crackdown: Bithumb Hit with $25 Million AML Fine\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/operation-atlantic-the-us-secret-service-s-global-shield-against-approval-phishing\">Operation Atlantic: The US Secret Service’s Global Shield Against "Approval Phishing"\u003C/a>\u003C/li>\n\u003C/ul>\n\n\u003Cp>\u003Cstrong>Thank you!\u003C/strong>\u003C/p>","the-token-factory-era-key-takeaways-from-jensen-huang-s-gtc-2026-keynote","2026-03-17T12:58:29.000000Z","17.03.2026",{"image":81,"thumb":82},"https://quasa.io/storage/images/news/4Wn82pdllUuQ0b6R8jFTbVFP1DPcPTrO94Pufisn.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/4Wn82pdllUuQ0b6R8jFTbVFP1DPcPTrO94Pufisn.jpg","small",null,818,0,"en",{"id":42,"title":43,"slug":44,"meta_title":89,"meta_description":90,"meta_keywords":91,"deleted_at":84,"created_at":92,"updated_at":93,"lang":87},"Quasa media blog about growth hacking in Tech","All the most interesting and useful about technologies. Exclusive articles from technologies you won't find anywhere else.","Technology, tech, business, ai, gadget, gadgets, life hacks","2023-03-23T08:15:32.000000Z","2024-08-25T15:37:57.000000Z",[95,108,119,130,141],{"title":96,"description":97,"slug":98,"created_at":99,"publish_at":99,"formatted_created_at":100,"category":101,"links":102,"view_type":105,"video_url":84,"views":106,"likes":86,"lang":87,"comments_count":86,"is_pinned":107},"Jaxx Liberty for Cross-Device Crypto Management","A practical article about Jaxx Liberty as a cross-platform blockchain wallet with portfolio tools, exchange access, and block explorer features for daily crypto management.","jaxx-liberty-for-cross-device-crypto-management","2026-04-08T12:21:43.000000Z","08.04.2026",{"title":35,"slug":36},{"image":103,"thumb":104},"https://quasa.io/storage/images/news/2BoYmDUS7F9wHE0dwpD2KUpX702LkL1Spp2KC5Vm.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/2BoYmDUS7F9wHE0dwpD2KUpX702LkL1Spp2KC5Vm.jpg","large",190,false,{"title":109,"description":110,"slug":111,"created_at":112,"publish_at":113,"formatted_created_at":100,"category":114,"links":115,"view_type":83,"video_url":84,"views":118,"likes":86,"lang":87,"comments_count":86,"is_pinned":107},"Nvidia CEO Jensen Huang Proposes Paying Engineers with AI Tokens","Nvidia CEO Jensen Huang has put forward a radical new idea for compensating tech talent: paying engineers part of their salary in AI tokens.","nvidia-ceo-jensen-huang-proposes-paying-engineers-with-ai-tokens","2026-03-25T19:56:16.000000Z","2026-04-08T11:48:00.000000Z",{"title":19,"slug":20},{"image":116,"thumb":117},"https://quasa.io/storage/images/news/KL5Yqt5ZzW3R4cu7XmE15grrRHdKZ1WBoKbC6Zu3.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/KL5Yqt5ZzW3R4cu7XmE15grrRHdKZ1WBoKbC6Zu3.jpg",230,{"title":120,"description":121,"slug":122,"created_at":123,"publish_at":124,"formatted_created_at":100,"category":125,"links":126,"view_type":83,"video_url":84,"views":129,"likes":86,"lang":87,"comments_count":86,"is_pinned":107},"The AI Scientist Hits Nature: Scaling Scientific Discovery Like Code","The dream of a fully autonomous laboratory has moved from the realm of \"experimental demo\" to a validated scientific reality. The AI Scientist, a pioneering system designed to automate the entire lifecycle of research, has officially been published in Nature.","the-ai-scientist-hits-nature-scaling-scientific-discovery-like-code","2026-03-25T19:23:02.000000Z","2026-04-08T09:15:00.000000Z",{"title":47,"slug":48},{"image":127,"thumb":128},"https://quasa.io/storage/images/news/QZJ74ZuxTmCA52qWq4HZkP2WikrOYpg6WBusDdyn.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/QZJ74ZuxTmCA52qWq4HZkP2WikrOYpg6WBusDdyn.jpg",321,{"title":131,"description":132,"slug":133,"created_at":134,"publish_at":135,"formatted_created_at":100,"category":136,"links":137,"view_type":83,"video_url":84,"views":140,"likes":86,"lang":87,"comments_count":86,"is_pinned":107},"Nostalgia Is Still King: Retro Video Rental Store Simulator Is a Massive Hit on Steam","In the age of instant streaming, it turns out a surprising number of people — including many who were born after Blockbuster went bankrupt — are craving the simple joy of renting physical movies.","nostalgia-is-still-king-retro-video-rental-store-simulator-is-a-massive-hit-on-steam","2026-03-25T18:41:36.000000Z","2026-04-08T06:35:00.000000Z",{"title":43,"slug":44},{"image":138,"thumb":139},"https://quasa.io/storage/images/news/VvOooYMc2244q5hTV6Or5OMgr8schTPlzU8b4HXY.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/VvOooYMc2244q5hTV6Or5OMgr8schTPlzU8b4HXY.jpg",392,{"title":142,"description":143,"slug":144,"created_at":145,"publish_at":146,"formatted_created_at":100,"category":147,"links":148,"view_type":83,"video_url":84,"views":151,"likes":86,"lang":87,"comments_count":86,"is_pinned":107},"Hollywood Is Shrinking — And the Real Villain Isn’t Strikes or Wildfires, It’s the Government","American film and television production is in serious decline, and last week a surprisingly candid hearing in Burbank made one thing crystal clear: the biggest problem isn’t greedy studios, lazy writers, or California wildfires.","hollywood-is-shrinking-and-the-real-villain-isn-t-strikes-or-wildfires-it-s-the-government","2026-03-25T18:29:29.000000Z","2026-04-08T03:21:00.000000Z",{"title":65,"slug":66},{"image":149,"thumb":150},"https://quasa.io/storage/images/news/RZriu0EWvrhbleBD7g7RJnhk1QyPm4DDZeesC0bC.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/RZriu0EWvrhbleBD7g7RJnhk1QyPm4DDZeesC0bC.jpg",501,[153,166,179,191,204],{"title":154,"description":155,"slug":156,"created_at":157,"publish_at":158,"formatted_created_at":159,"category":160,"links":161,"view_type":83,"video_url":84,"views":164,"likes":165,"lang":87,"comments_count":86,"is_pinned":107},"The Anatomy of an Entrepreneur","Entrepreneur is a French word that means an enterpriser. Enterprisers are people who undertake a business or enterprise with the chance of earning profits or suffering from loss.","the-anatomy-of-an-entrepreneur","2021-08-04T15:18:21.000000Z","2025-12-14T06:09:00.000000Z","14.12.2025",{"title":65,"slug":66},{"image":162,"thumb":163},"https://quasa.io/storage/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp","https://api.quasa.io/thumbs/news-thumb/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp",67311,2,{"title":167,"description":168,"slug":169,"created_at":170,"publish_at":171,"formatted_created_at":172,"category":173,"links":174,"view_type":105,"video_url":84,"views":177,"likes":178,"lang":87,"comments_count":86,"is_pinned":107},"Advertising on QUASA","QUASA MEDIA is read by more than 400 thousand people a month. We offer to place your article, add a link or order the writing of an article for publication.","advertising-on-quasa","2022-07-06T07:33:02.000000Z","2025-12-15T17:33:02.000000Z","15.12.2025",{"title":58,"slug":63},{"image":175,"thumb":176},"https://quasa.io/storage/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.jpg",66599,4,{"title":180,"description":181,"slug":182,"created_at":183,"publish_at":184,"formatted_created_at":185,"category":186,"links":187,"view_type":83,"video_url":84,"views":190,"likes":178,"lang":87,"comments_count":86,"is_pinned":107},"What is a Startup?","A startup is not a new company, not a tech company, nor a new tech company. You can be a new tech company, if your goal is not to grow high and fast; then, you are not a startup. ","what-is-a-startup","2021-08-04T12:05:17.000000Z","2025-12-17T13:02:00.000000Z","17.12.2025",{"title":65,"slug":66},{"image":188,"thumb":189},"https://quasa.io/storage/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp","https://api.quasa.io/thumbs/news-thumb/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp",65082,{"title":192,"description":193,"slug":194,"created_at":195,"publish_at":196,"formatted_created_at":197,"category":198,"links":199,"view_type":83,"video_url":84,"views":202,"likes":165,"lang":87,"comments_count":203,"is_pinned":107},"Top 5 Tips to Make More Money as a Content Creator","Content creators are one of the most desired job titles right now. Who wouldn’t want to earn a living online?","top-5-tips-to-make-more-money-as-a-content-creator","2022-01-17T17:31:51.000000Z","2026-01-17T11:30:00.000000Z","17.01.2026",{"title":19,"slug":20},{"image":200,"thumb":201},"https://quasa.io/storage/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.jpg",39629,1,{"title":205,"description":206,"slug":207,"created_at":208,"publish_at":209,"formatted_created_at":210,"category":211,"links":212,"view_type":105,"video_url":84,"views":215,"likes":165,"lang":87,"comments_count":86,"is_pinned":107},"8 Logo Design Tips for Small Businesses","Your logo tells the story of your business and the values you stand for.","8-logo-design-tips-for-small-businesses","2021-12-04T21:59:52.000000Z","2025-05-05T03:30:00.000000Z","05.05.2025",{"title":15,"slug":16},{"image":213,"thumb":214},"https://quasa.io/storage/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.jpg",39116,[217,218,219,220,221,222,223,224,225,226,227,228,229],{"title":23,"slug":24},{"title":47,"slug":48},{"title":55,"slug":56},{"title":43,"slug":44},{"title":51,"slug":52},{"title":31,"slug":32},{"title":35,"slug":36},{"title":27,"slug":28},{"title":19,"slug":20},{"title":15,"slug":16},{"title":58,"slug":63},{"title":11,"slug":12},{"title":65,"slug":66}]