LLMs max out hardware: former xAI exec reports failing PSUs, tripping breakers

MParakhin · x · 2026-11-09

Former xAI exec MParakhin notes a new challenge: LLMs are so good at fully utilizing compute that hardware is being pushed beyond expected operating conditions — continuous CPU+GPU+memory power draw and cooling load is causing PSU failures and tripped circuit breakers.

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