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Elizabeth Pavlova

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#artificial intelligence Preprint Sep 2026

Flag Game: A Toy Model for Mechanistic Swarm Interpretability

A statistical mechanical theory for larger populations is developed and verified that it matches the empirical phase diagram, a first step toward mechanistic swarm interpretability, a science of how the properties of individual agents and their communication give rise to emergent collective behavior.

Elizabeth Pavlova, Hidenori Tanaka · 3 citations

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