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  • AI Evaluation Should Require Standardized Item-Level Data Releases cs.AI · 2026-02-27 · conditional · none · ref 19 · 2 links

    AI benchmark evaluations require standardized item-level data releases as core infrastructure to support validity assessment, demonstrated via the OpenEval archive of 10M responses across 155k items.