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docs: add leakage audit checklist - #176

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cschanhniem merged 1 commit into
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leakage-audit-checklist
Jul 6, 2026
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cschanhniem merged 1 commit into
mainfrom
leakage-audit-checklist

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Summary

Adds a leakage audit checklist for benchmarks, scorers, datasets, evidence certificates, and selection rules.

Why

The fastest way for a dry-lab foundry to fool itself is hidden leakage: duplicate, family, label, time, source, selection, metric, review, novelty, or generated-artifact leakage. This checklist makes the evaluation boundary explicit.

Scope

Documentation only. No code, data, candidates, workflows, or model behavior changed.

Review focus

Please review whether the checklist covers the most likely leakage paths without overfitting to one benchmark design.

@cschanhniem
cschanhniem merged commit 336f906 into main Jul 6, 2026
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