What Jensen Huang Said About GPUs In 2009 Sounds Almost Unbelievable Today— And Why Nvidia Is Coming For The CPU Too

Benzinga_recent_news06-07 23:01

During a 2009 conversation with interviewer Charlie Rose, Huang discussed the transition from CPU-centric architecture, primarily used for text and number processing, to a more GPU-focused approach ...

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Users now utilize computers for experiencing virtual worlds and sharing environments with friends, a shift made possible by the invention of the GPU.\n“At the core of it…is the battle for the soul of the PC,” said Huang.\nThe Nvidia CEO concluded that while both the CPU and GPU are important, the relevance is shifting towards the GPU, which he believes will play a crucial role in the future of computing.\nCut to June 2026, and Nvidia’s latest announcements suggest that Huang’s vision has evolved beyond GPUs alone.\nThe company’s new RTX Spark Superchip, unveiled at Computex, combines an Arm-based CPU co-designed with MediaTek and Nvidia’s Blackwell GPU architecture in a single platform. The chip could give Windows laptops a shot at MacBook-level battery life while using a shared memory pool that reduces data transfers between separate CPU and GPU components, potentially improving performance and lowering power consumption.\nIn May, Huang also unveiled what could open up a $200 billion opportunity for Nvidia with the launch of Vera, the company’s latest CPU platform targeting AI infrastructure. The move is notable because it places Nvidia directly into a segment traditionally dominated by CPU manufacturers.\nSeventeen years after arguing that the industry’s center of gravity was shifting toward GPUs, Huang is now expanding aggressively into CPUs as well, blurring the distinction between the two technologies that once sat on opposite sides of the industry’s debate.\nDuring Computex in Taiwan, Huang said, “Nvidia has really become an infrastructure company. Not just a GPU company, not just a systems company, but an infrastructure company to help you generate the maximum revenues, the maximum profit and to get there as soon as possible.”\nHe emphasized that Nvidia is shifting from selling individual chips to delivering full-stack AI systems that integrate compute, networking, software and data center infrastructure. He also framed “compute as revenue,” arguing that each AI-generated token represents real economic value.\nDisclaimer: This content was partially produced with the help of AI tools and was reviewed and published by Benzinga editors.\nImage via Shutterstock\nTo add Benzinga News as your preferred source on Google, click here.","kind":"highlight","is_publish_news":true,"is_publish_highlight":false,"is_publish_live":false,"is_publish_wemedia":null,"editions":null,"column":"","sentiment":"0","news_tag":"","news_rank":0,"isVideo":false,"video":null,"symbols":[],"gpt_button":0,"need_auth":false,"need_login_tip":false,"code":"91000000","status":"200"},"commentList":[],"isCommentEnd":true,"newsSizeData":{"likeSize":0,"commentSize":0,"repostSize":0,"favoriteSize":0,"likeStatus":false,"favoriteStatus":false},"APP":{"userAgent":"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)","isDev":false,"isTTM":true,"tenantId":"TBGLOBAL","deviceId":"web-server-community-laohu8-v3","version":"4.43.1","shortVersion":"4.43.1","platform":"web","vendor":"web","appName":"ttm","isIOS":false,"isAndroid":false,"isTiger":false,"isTHS":false,"isWeiXin":false,"isWeiXinMini":false,"isWeiBo":false,"isQQ":false,"isBaiduSwan":false,"isBaiduBox":false,"isDingTalk":false,"isToutiao":false,"isOnePlus":false,"isHuaWei":false,"isXiaomi":false,"isXiaomiWebView":false,"isOppo":false,"isVivo":false,"isSamsung":false,"isMobile":false},"href":"/m/news/2641417602","isCrawlerRequest":true}