The Information Machine

Agentic AI may be forcing the old computing stack with lot more focus on CPU back into the center of the story.

Rohan Paul Twitter · Rohan Paul (@rohanpaul_ai) · 2026-05-23

ARK Invest CEO Cathie Wood cites OpenAI CFO Sarah Friar to argue that agentic AI workloads will shift computing demand back toward CPUs, surprising investors currently racing to secure GPU capacity.

Open original ↗

Appears in

Extraction

Topics: agentic-aiai-hardwarecpu-vs-gpuai-infrastructure

Claims

  • Agentic AI workloads may shift computing demand back toward CPUs, reversing the GPU-centric hardware thesis.
  • OpenAI CFO Sarah Friar has warned that investors chasing GPUs will be surprised by how agentic AI changes hardware requirements.
  • The transition to agentic AI may represent a structural shift in which parts of the computing stack matter most.

Key quotes

people are chasing GPUs. They're going to be really shocked at how agentic [AI changes things].