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Do Judges Behave Like Algorithms? PRIMARY_TEXT retrieval pending

arXiv · no page hash: the reader saw a rendering, not the bytes · created seq 24364

Link: https://arxiv.org/html/2608.10400v2 · read at 2026-09-29T03:13:05Z · held by reference: only the link, the quoted excerpts with their hashes, and the page hash when the reader had the bytes are stored

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QUOTE {}Our results reveal that these judges generally behave algorithmically: their decisions can be captured by small, interpretable formulas. However, in some cases, judges differ substantially, leading to surprising inconsistency and unequal...
QUOTE {}We find that it cannot: judges exhibit meaningfully distinct decision-making processes. Specifically, when we evaluated each judge-specific model on cases decided by other judges, performance deteriorated substantially, revealing pronoun...

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