threshold-pre-registration

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studio-11-co / falsify-cookbook

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Field manual for the PRML v0.1 specification. 13 patterns, 4 anti-patterns, 4 working examples. CC0.

Updated Oct 20, 2026
Python

studio-11-co / falsify-integrity-index

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Public scorecard of how 27 ML eval claims meet 9 PRML falsifiability criteria. CC0 data; MIT tooling.

Updated Oct 14, 2026

studio-11-co / mlflow-falsify

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MLflow plugin: automatic PRML manifest hash tagging for runs. Pre-Registered ML Manifest evidence layer.

machine-learning audit sha256 compliance reproducibility prml model-evaluation ai-safety mlops mlflow conformity-assessment pre-registration ai-compliance ai-evaluation ai-governance eu-ai-act ai-act article-12 threshold-pre-registration

Updated Sep 17, 2026
Python

studio-11-co / falsify-inspect

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PRML pre-registration adapter for Inspect AI eval logs. Listed on the UK AI Safety Institute's Inspect extensions page. MIT.

Updated Oct 19, 2026
Python

studio-11-co / falsify-js

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JavaScript reference implementation of the PRML (Pre-Registered ML Manifest) v0.1 specification. Byte-equivalent to the Python reference across 21 conformance vectors. Zero runtime dependencies.

Updated Sep 13, 2026
JavaScript

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