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arXiv — cs.AI

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Beyond Surface Style: Aligning Multi-Turn User Simulators with Behavioral Consistency

arXiv:2609.28690v1 Announce Type: new Abstract: Faithful user simulation is fundamental to building, evaluating, and improving interactive AI at scale. However, plausible individual responses do not ensure that simulated users reproduce the intent evolution and outcomes observed…

arXiv — cs.AIBy: Geng Chen, Ruotong Pan, Zhirui Yang, Qiqi He, Jiawei Chen, Zhang Yunfei, Chongyuan Chen, Minxuan Lv, Zheng Yang, Win-Bin Huang, Xiangyu Wu, Wenwu OuSeptember 25, 2026 (Sep 25)
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  • arXiv:2609.28690v1 Announce Type: new Abstract: Faithful user simulation is fundamental to building, evaluating, and improving interactive AI at scale
  • However, plausible individual responses do not ensure that simulated users reproduce the intent evolution and outcomes observed…
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Beyond Surface Style: Aligning Multi-Turn User Simulators with Behavioral Consistency

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