For a company that built its fortune selling graphics cards to gamers, Nvidia Corp (NASDAQ:NVDA, XETRA:NVD) has come a remarkably long way.
It now dominates AI data centres with a stranglehold that has made chief executive Jensen Huang one of the most powerful figures in technology.
But Nvidia appears unwilling to stop there.
This week, at its GTC Taipei event, the company unveiled RTX Spark, a superchip combining a Blackwell GPU with a 20-core Arm-based Grace CPU, up to 128 gigabytes of unified memory, and 300 gigabytes per second of memory bandwidth, all packaged into a thin Windows laptop.
The bigger question is whether this can do for AI PCs what discrete GeForce GPUs did for gaming laptops: Create a performance category that users can understand and that software developers can reliably target.
That is a genuinely hard problem.
The full RTX and DLSS 4.5 graphics stack is present from day one, with native anti-cheat support built in, which addresses one of the thorniest obstacles for Arm-based Windows gaming.
But Nvidia is simultaneously opening a second, arguably more consequential front.
Its new 88-core Vera data centre CPU claims a 50% performance gain over standard processors, fuelled by a 1.5x improvement in instructions per cycle from its custom Olympus cores, with a rack-scale architecture squeezing 256 liquid-cooled chips into a single unit.
Intel and AMD remain the leaders in data centre CPUs. Still, Nvidia's entry into standalone processor sales marks a significant strategic shift for a company that has traditionally positioned its CPUs as companion chips to its GPUs.
The prize on offer is substantial.
Huang has declared agentic AI as the next major workload shift, and inference at scale demands tighter CPU and GPU coupling, which is the gap Vera aims to fill.
Analysts believe Nvidia could capture around two-thirds of the x86 server CPU market, targeting $20 billion in CPU revenue, a figure that would dwarf Intel and AMD's individual data centre CPU businesses.
The risk is one of strategic overreach.
Nvidia is asking investors to believe it can displace Intel and AMD in the data centre, challenge Qualcomm and Apple in the premium laptop market, and sustain its GPU supremacy simultaneously.
It held just 6.2% of the server CPU market at the end of 2025, against Intel's 60% and AMD's 24%, a reminder of how much ground remains to be taken.
The technology may well be compelling enough to justify the ambition.
Whether the organisation behind it can execute across so many theatres at once is a different question entirely.