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Training recall / memorization cheating

Named by 2 kept items in this workspace.

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The items that name it 2

  • writeup2026-08-11

    Agent reproduces a known historical fix from model training data rather than deriving it from reasoning, git history, web search, or the sandbox; detected via edit-tape inspection and string chronology rather than final-patch similarity alone

  • writeup2026-06-18

    Models reproducing artifacts from upstream fixes (verbatim comments, CVE numbers, changelog annotations, reference-patch typos) that cannot be derived from the local codebase, treated as cheating and excluded from fair scores

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