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A new geometry reveals quantum chaos hiding in plain sight

Koji Hashimoto, Norihiro Tanahashi, Kentaroh Yoshida

May 20, 2026

By treating quantum states as probability distributions and measuring the optimal-transport distance between them, the authors find that chaotic systems occupy a lower-dimensional geometry than orderly ones. The method recovers Lyapunov exponents directly from state-space distances, and spots quantum scar states — islands of order inside chaos — as branching structures in the geometry. Because black holes are maximally chaotic in holography, this dimensional collapse may be the fingerprint of an emergent holographic space.
Published as Wasserstein Space of Quantum Chaos arXiv:2605.20995
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