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01 ·Large Language Models·★ MEMBER·PAPER·10 min read Scaling Skepticism — A Genealogy of the "Just Make It Bigger" Critique A fair accounting of the case against "more parameters, more data" — data exhaustion, the reasoning wall, and the world-model dispute. The evidence for scaling gets the same scrutiny as the evidence against it, and every claim comes with the observation that would settle it.