State encodings, not just the physical state, determine the collective synchronization outcomes of language-model agent populations, and the effect is model-family dependent.
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Same physical state, different collective dynamics: state encodings select synchronization outcomes in language-model agents
State encodings, not just the physical state, determine the collective synchronization outcomes of language-model agent populations, and the effect is model-family dependent.