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The Phronesis Index (Φ)

Catching inconsistency in multi-agent AI, fast.

A spectral heuristic that detects global inconsistencies in distributed AI systems at O(N·logN) instead of O(N³) — validated to 50,000 agents, with open code and data. Submitted to Nature Machine Intelligence.

Preprint · 2026 · Nature Machine Intelligence

https://doi.org/10.21203/rs.3.rs-8830176/v1