Artificial Intelligence / AI 0564 · Atom · ~20 seconds
Contamination
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Benchmark contamination means the exam's text reached the training pile — public benchmarks circulate, piles are scraped from the same public, and a model retains statistical residue of what it read.
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A model that read the exam may hold its answers the way it holds any regularity — invisibly, with no citation.
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The learner did not cheat; the drawer leaked.