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Chi-Nguyen Tran

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#artificial intelligence Preprint Oct 2026

Cooperation Without Adaptation: LLM Agents in a Collective-Risk Dilemma

Language-model agents are increasingly deployed to act on behalf of people in settings where individual decisions shape shared outcomes. We examine whether five production models adapt their contributions to changing risks and partner behaviour, or instead follow a relatively fixed strategy. In a collective-risk dilemm...

Trung-Kiet Huynh, Dao-Sy Duy-Minh, Chi-Nguyen Tran et al. · 0 citations

Preprint Aug 2026

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races

The results show why multi-agent AI-race simulations need validity checks and trajectory-level analysis before their outputs are described as strategic, human-like, or safety-aware.

P. Pham, Duy Minh Dao Sy, Trung-Kiet Huynh et al. · 0 citations