Models, evidence and learning
Model qualification, assumptions, uncertainty and provenance remain distinct from an attractive diagram. Learning proposals are locally analyzed and require review and accountable approval. AI reviewer and live telemetry are not connected. No automatic training or operational decision execution is asserted.
REFERENCE ≠ ACTUAL ≠ FORECAST ≠ SCENARIO. Gate 028 OPEN · RC1 NOT ACCEPTED · Production 0/220.
