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Symmetry Breaking Is the Price of Finite Capacity

arXiv:2610.36138v1 Announce Type: new Abstract: If rotating a problem never changes its answer, one might expect its best model to be rotation-invariant; we show that this fails, predictably and by an exact amount, when capacity is limited. A symmetry groups a model's directions into blocks of equa…

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  1. 2026-10-28 04:00 · arXiv stat.ML
    Symmetry Breaking Is the Price of Finite Capacity

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