Runtime governance defines how state is produced, how confidence is interpreted, how calibration is bounded, and how provenance remains visible.
Signals · outcomes · notes · practices · events
Source · freshness · confidence · assumptions
Readiness · trajectory · transition · uncertainty
Review · limitations · non-diagnostic interpretation
Every state should be traceable to signal sources, timing, and calibration context.
Confidence must describe evidence maturity, not clinical certainty.
Recalibration should be evidence-linked and explainable.
When evidence is sparse, the runtime should say so clearly.
Clinically sensitive outputs require human review and governance posture.
Runtime state must remain bounded as infrastructure support.