Source record

Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2607.11895.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

AgentSociety 2 is an integrated research environment that couples two LLM agent roles: AI social scientists orchestrating the full workflow (literature grounding, hypothesis generation, experiment design, execution, writing) and silicon participants producing behavioral responses in configurable social environments. Validated across seven studies spanning micro, meso, and macro social scales.

Dual-role design bridges the gap between research workflow and simulated society, turning hypotheses into auditable behaviors, environment rules, and measurements rather than decoupling them.

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