PN — The maintenance reproducibility guarantee rests on fixed seed=42 and…

The maintenance reproducibility guarantee rests on fixed seed=42 and temperature=0.0 with critical pinned dependencies (scikit-learn, numpy, codecarbon, pydantic); puma validate-baseline —strict (tolerance 0.001) is the regression gate, and reproducibility-affecting changes require a MINOR/MAJOR SemVer bump.

Source: PUMA project documentation · Traceability: corpus unit ANXHN-050 · Confidence: verified-at-primary-source