2 papers
cs.MA2026
Who Keeps the Gains from Personal AI Assistants? Seller Adaptation and the Unassisted in a Language-Model Market Simulation
Haonan Huang, Joey Xiao
Personal AI assistants are beginning to transact for consumers, and early adopters capture real savings. Whether those savings survive, and what happens to consumers who have no as…
cs.MA2026
Communication Shapes Collective Inference in Self-Adapting LLM Societies: Evidence from Mafia
Haonan Huang, Joey Xiao
When does communication help a group identify hidden adversaries, and how does its value change as the group adapts? In Mafia, an informed minority hides inside an uninformed major…