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ENTITY When Is Benchmark Contamination Detectable? Information Limits and Power-Calibrated Audits

When Is Benchmark Contamination Detectable? Information Limits and Power-Calibrated Audits

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  1. TOOL · CL_193288 ·

    New research details methods for detecting AI benchmark contamination

    A new research paper explores the detectability of benchmark contamination in AI models. The study introduces a formal framework to distinguish between a clean benchmark and an audit with insufficient power. It proposes…