Early OpenAI employee says 'winning' AGI is outdated — 99% of future compute will run locally
GregCook2011 · x · 2026-09-13
Early(ish) OpenAI employee Andrew Mayne argues the 'which lab wins AGI' framing is obsolete: no lab will secretly build AGI and run away with the economy.
- Even the best model needs Nvidia for chips, local government approval for data centers, power, and customers — the deployment surface grows as AI capabilities grow.
- Every ChatGPT or Claude mobile app runs on Apple or Android; ecosystem dependencies are everywhere.
- He predicts 99% of future compute will run on local models, calling it an insane amount of alpha.
- Top talent is largely 'post-money,' reshaping the competitive landscape.
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