Researcher predicts a 1B model could one day beat Opus 5.5

CatAstro_Piyush · x · 2026-11-08

RT of @TheAhmadOsman's take: today's LLMs are full of noisy data, trained with brute-force computation at every layer — "throwing stuff at the wall and seeing what sticks." Remove the inefficiencies and there's a clear path for Local AI to win, possibly with a 1B model beating Opus 5.5. A macro prediction about headroom in training efficiency, without technical specifics.

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