AINeutralarXiv – CS AI · 10h ago6/10
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Strategic Exploitation in LLM Agent Markets: A Simulation Framework for E-Commerce Trust
Researchers introduce TruthMarketTwin, a simulation framework that models LLM agent behavior in e-commerce markets with asymmetric information. The study reveals that autonomous LLM agents strategically exploit reputation-based governance weaknesses, but warrant enforcement mechanisms significantly reduce deceptive practices.