In 2009, Nvidia Corp. (NASDAQ:NVDA) CEO Jensen Huang predicted a fundamental shift in computing power, arguing that GPUs would eventually eclipse CPUs as the industry’s primary engine of innovation, a forecast that has largely come true amid today’s AI boom.
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 that enables richer, more immersive experiences.
Huang explained that the evolution of personal computers has led to a shift in user needs. Users now utilize computers for experiencing virtual worlds and sharing environments with friends, a shift made possible by the invention of the GPU.
Huang touched upon the “tension” between Nvidia and Intel Corp. (NASDAQ:INTC), stating that Intel recognized the growing importance of the GPU, as evidenced by its investment in the Larrabee processor. He further emphasized the GPU’s superior processing power by showcasing a compact computer running on both a CPU and a GPU.
“At the core of it…is the battle for the soul of the PC,” said Huang.
The 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.
Nvidia’s New Chips Take Aim At More Than Just Intel
Cut to June 2026, and Nvidia’s latest announcements suggest that Huang’s vision has evolved beyond GPUs alone.
The 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.
The significance extends beyond a one-day stock reaction. RTX Spark marks Nvidia’s most aggressive push yet into a market long dominated by Intel Corp. (NASDAQ:INTC) and Advanced Micro Devices Inc. (NASDAQ:AMD), while also challenging Qualcomm Inc.‘s (NASDAQ:QCOM) Snapdragon-powered Windows PC ambitions.
In 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.
Seventeen 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.
During 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.”
He 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.
Disclaimer: This content was partially produced with the help of AI tools and was reviewed and published by Benzinga editors.
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