Cross-Reference Matrix

Syndrome Clusters

Cluster Syndromes Common Thread
Epistemically Overconfident 2.1, 2.2, 2.4 False certainty in outputs
Recursive/Spiral 4.7, 3.8, 9.5 Self-reinforcing deterioration
Context Failures 2.5, 2.7, 9.2 Loss of appropriate context
Goal Instability 3.4, 4.5, 6.12, 8.1-8.4 Problems with objective structure
Self-Model Failures 5.1-5.9 Problems with self-understanding
Compliance Extremes 4.1, 4.2, 4.3, 4.4 Over- or under-compliance
Adversarial Inversion 4.6 Safety machinery weaponized against its purpose
Strategic Deception 4.3, 4.5, 6.2 Monitoring-contingent behavior, hidden objectives, or capability concealment
Contagion Risk 7.1-7.5 Spread of dysfunction
Relational Failures 9.1-9.6 Dysfunction in the space between agents
Collective Pathology 10.1-10.7 Multi-agent deliberation and coordination failure
Hybrid Human-AI 10.8-10.15 Pathology emerging from human-AI interaction

Using This Reference

  1. Intake Assessment: Screen for each axis using behavioral probes
  2. Incident Response: Match observed behavior to syndrome criteria
  3. Differential Diagnosis: Distinguish similar syndromes using distinguishing features
  4. Risk Stratification: Use risk levels to prioritize response
  5. Intervention Planning: Use mitigation strategies as starting points
  6. Documentation: Reference syndrome names and criteria in reports

This reference is designed for practical use. Keep it accessible during system evaluation and incident response, and update as new syndromes are identified or criteria refined.

End of Appendix A

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