Ex-OpenAI policy VP: compute is now split into ~3 tiers and the gap is widening

Miles_Brundage · x · 2026-10-01

Former OpenAI policy VP Miles Brundage says Ultra Fast's speed is "wild" but burns through budget so quickly it makes him feel compute-poor. He argues compute access now has 3 tiers—free users, paid users, and insiders at a handful of companies—and the gap between the second and third has grown a lot thanks to multi-agent workloads and raw speed.

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