DCS MLOps
Benchmark & Model Operations
Govern model versions, benchmark provenance, holdouts, calibration, novelty/drift, adversarial coverage and release controls.
DCS Internal
Model Registry
DCS internalBenchmark manifestBF-BENCH-2026.08Hashed / immutable
Institution holdoutsEnabledLeakage controlled
Attack classes9 mappedEdits, synthetic, spoof, legacy, drift…
Model releaseShadow onlyNo adverse authority
Accuracy thresholds are release gates only after corpus inspection. The prototype intentionally does not invent production accuracy claims.