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Research-to-production AI model release control plane connecting post-training experiments, baseline/candidate evaluation, regression analysis, safety/correctness checks, CI release gates, production telemetry, and evidence-linked SHIP · INVESTIGATE · HOLD decisions.
Beta ML evidence library for Python and TypeScript: model and dataset references, evaluation receipts, release guards and saved-workflow investigation.