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Add falsify to Evaluation and Monitoring#763

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sk8ordie84 wants to merge 1 commit into
EthicalML:masterfrom
sk8ordie84:add-falsify
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Add falsify to Evaluation and Monitoring#763
sk8ordie84 wants to merge 1 commit into
EthicalML:masterfrom
sk8ordie84:add-falsify

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Adding falsify under "Evaluation and Monitoring" — a single-file Python CLI that pre-registers ML accuracy claims with SHA-256 over canonical YAML. Lock the metric/threshold/dataset before the experiment runs; tampered specs exit 3 in CI.

Placed alphabetically between EvalScope and Evaluate. Happy to relocate or rephrase per maintainer preference.

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Closing in favor of #769 (more focused angle). Sorry for the noise.

@sk8ordie84 sk8ordie84 closed this May 19, 2026
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