Pre-Registered Certification Dossier Generator for ML Real-Time Controllers

A validation harness for ML-based real-time controllers (e.g., plasma control) where teams pre-register acceptance criteria before testing, then auto-generate a regulator-ready evidence pack: seeded runs with tolerance bands, per-artifact integrity manifests, and replayable verdicts.