physics.soc-ph · 2026-06-30 · No. 39
Physics and Society, 2026-06-30.
1 new papers in physics.soc-ph. Titles, authors,
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01 — The papers
1 entries-
01
Collective cooperation without individual fidelity in LLM agents
Henrique Ferraz de Arruda, Carlos Gracia Lázaro, Alberto Aleta, Yamir Moreno
physics.soc-ph · cs.AI
Large language models (LLMs) are increasingly used as agents in simulations of social systems, yet it remains unclear when their behavior can be interpreted as a faithful proxy for human decision-making. Here we test LLM agents against a direct empirical benchmark: a large-scale networked Prisoner's Dilemma experiment with human participants. Using the same interaction protocol, payoff structure, and network topologies, we compare nine...
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