physics.soc-ph · 2026-08-10 · No. 80
Physics and Society, 2026-08-10.
1 new papers in physics.soc-ph. Titles, authors,
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01 — The papers
1 entries-
01
Same physical state, different collective dynamics: state encodings select synchronization outcomes in language-model agents
Takahiro Ezaki, Naoto Imura, Katsuhiro Nishinari
physics.soc-ph · cs.AI · cs.CY
Language-model agents act on state encodings of their environment, yet these are treated as interchangeable interfaces. Using pretrained language models, we designed a circular-synchronization experiment applying a state-encoding intervention while holding the physical system fixed: each agent sees only a summary of its neighbours' relative phases and chooses to advance, stay or retard. Encoding that state as low-order circular moments rather...
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