Socio-Foundation: A Model for Generalizable Individual Behavior Simulation via Hierarchical Capability Distillation.

arXiv:2610.08967v1 Announce Type: new Abstract: Simulating individual behavior requires large language models (LLMs) to preserve persona traits while adapting to dynamic social contexts. However, general-purpose LLMs often flatten distinct personas, while task