GTC 2026 Keynote: Jensen's Big Numbers — $1T Demand, 40M× Compute, Agentic AI Era

The Big Numbers

• $1 trillion in demand through 2027 — up from $500B just one year ago. Jensen said he's "certain computing demand will be much higher than that"
• Computing demand up 1 million times in 2 years — 10,000x increase in per-task compute × ~100x more usage
• $150 billion in AI startup investment — the largest venture investment wave in human history, with individual rounds hitting billions
• 40 million times more compute in 10 years — from DGX-1 to Vera Rubin
• Token generation: 2M → 700M per second — 350x increase in a one-gigawatt factory over two years

The Paradigm Shifts

• "The inference inflection has arrived" — AI now has to think, reason, and do; inference is the dominant workload
• Computing shifted from retrieval to generation — this single shift changes how computers are architected
• "Moore's law has run out of steam" — accelerated computing with continuous algorithmic optimization is the only path forward
• Every SaaS company will become an AaaS company — "agentic as a service," manufacturing and consuming tokens instead of just storing files
• "Tokens per watt" is the new CEO metric — every data center is power-constrained
• Token budgets as employee compensation — Jensen predicts annual token budgets will become a standard recruiting tool, amplifying engineers 10x

Notable Moments

A Disney Research Olaf robot walked onstage, trained using NVIDIA's Newton physics simulator and Isaac Lab on a Jetson compute module. Jensen teased future Disneyland AI characters. 110 robots were on display at the GTC show floor.

30,000 attendees from 190 countries. 17 press releases and three major blog posts dropped in a single day.