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The Billion-Dollar Model That Can't Count: Why Scaling Laws Hit a Wall

GPT-4 can pass the bar exam, score in the 90th percentile on the SAT, and write a coherent essay on the themes of Moby-Dick. It also, until recently, struggled to reliably count the number of r’s in “strawberry.” A model trained on trillions of tokens, at a cost estimated in the hundreds of million…

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  1. 2026-11-11 12:14 · DEV Community — AI
    The Billion-Dollar Model That Can't Count: Why Scaling Laws Hit a Wall

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