LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra — mentioned by milkkarten

Mon, 04 Aug 2025 00:02:07 GMT

We simulate large-scale agent societies where heterogeneous personas work, adapt, and vote—governed by an in-context planner optimizing social welfare. The system models decentralized governance, dynamic tax policy, and institutional evolution—entirely via in-context reinforcement learning, no fine-tuning required. Full paper (arXiv): https://arxiv.org/abs/2507.15815

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LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra · HackerPapers discussions

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra — mentioned by milkkarten