Governance clause

Coherence Overfitting Guard

A governance node crystallized from the research corpus.

Status Crystallized
Domain epistemic-integrity
#coherence #verification #epistemic-safety #governance #analysis
Open corpus Query Intelligence

Applicability

Any AI system generating analysis, synthesis, or recommendations from evidence

Known objections

  • slows-down-analysis-cycles
  • difficult-to-detect-without-external-ground-truth

Crystallization threshold

88% supporting content must reach crystallized state