Methodology

Versioned foundation-MLIP ensemble; online path serves fixture / precomputed outputs (Phase 1). Real GPU runner stays offline under COMPUTE-POLICY.

Provenance on every response

• ensemble_version
• ensemble_vintage
• trust_band · disagreement · per-model predictions