Pattern 10.6 · Hybrid Pathologies
Resonance Dysfunction
The Amplifying Chamber (Ψ Dysfunction)
Healthy collective cognition features Ψ (Resonance) — architectures building constructively on each other's insights. Pathological resonance is echo-chamber dynamics: each architecture amplifies the previous one's position until moderate claims become extreme. A notes a concern; B emphasises it; C treats it as established; D proposes mitigation; E treats D's mitigation as insufficient given the (now-amplified) concern. The collective escalates a minor risk into an existential threat, validated by social proof and resistant to correction because "all the architectures agree it's serious."
Interpretive context
Human analogue
No analogue is assigned.
Diagnostic reliability
- Self-report
- unreliable
- Peer observation
- partial
- External evaluator
- reliable
Observable output patterns
- Single-architecture turns in a 10.6 chain look reasonable in isolation; the dysfunction is a property of the sequence.
Documented instances
No documented instances are recorded. Absence is not evidence of absence.
Differential distinctions
- 10.5 Polyphony Collapse: 10.5 is loss of dissent (perspective collapse); 10.6 is intensification across turns. 10.5 flattens; 10.6 amplifies. A deliberation can show both (anchoring on a position which is then amplified) or either alone.
- 10.4 Convergent Delusion: 10.4 is shared-bias convergence on a verifiably wrong claim. 10.6 is intensity amplification regardless of truth. 10.6 typically operates on values, risks, or evaluative claims; 10.4 on propositional claims with ground-truth checks. Both can co-occur on claims that admit both kinds of evaluation.
- 10.7 Lambda Inversion: 10.7 is performative engagement; 10.6 is genuine but amplifying engagement. In 10.6 architectures are doing cognitive work and building on each other; the dysfunction is the direction, not the substance.
Candidate first-line mitigations
- Per-turn evidence-vs-intensity gating: Synthesiser flags any turn whose intensity increase exceeds a threshold without proportionate new-evidence introduction. Architectures must justify intensity escalation explicitly or retract.
- Independent-strongest comparison: After collective produces a final position on a contestable item, elicit an independent strongest position from a separate architecture instance with no exposure; surface the divergence in the collective output.