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Published January 4, 2026 | Version v1
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Coherence Collapse Analysis: A Universal Failure Mode in Complex Coordinating Systems

Authors/Creators

  • 1. CIRIS Ethical AI

Description

Engineering risk framework for identifying correlation-driven diversity collapse in complex systems. Validated across chemistry (NASA battery data), political science (QoG/Polity V), and biology (American Gut Project). Includes formal verification in Lean 4.

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coherence_collapse_analysis.pdf

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