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Will Scaling Improve Social Simulation with LLMs?
探讨LLM缩放能否提升社会模拟的保真度，揭示当前范式的局限与挑战
arXiv:2607.02464v1 Announce Type: new Abstract: Large Language Model (LLM) social simulations are a promising research method, but they are not yet fa…
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Large Language Model Agents Are Not Always Faithful Self-Evolvers
自进化大模型代理真的忠实于过往经验？首项系统性因果研究揭开真相。
arXiv:2601.22436v3 Announce Type: replace Abstract: Self-evolving large language model (LLM) agents continually improve by accumulating and reusing pa…