Research posts from the Physics of Intelligence Group.https://physicsintelligence.org/en-ushttps://physicsintelligence.org/research/memetic-drift-llm-collectives/https://physicsintelligence.org/research/memetic-drift-llm-collectives/A population of LLM agents can rapidly converge on the same label even when no single agent has a prior preference. A minimal model — Quantized Simplex Gossip — traces this to mutual in-context learning, and predicts when the resulting consensus carries information and when it is, in effect, a coin flip.Mon, 18 May 2026 00:00:00 GMT