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ResearchSeptember 25, 2026

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…

Geng Chen, Ruotong Pan, Zhirui Yang, Qiqi He, Jiawei Chen, Zhang Yunfei, Chongyuan Chen, Minxuan Lv, Zheng Yang, Win-Bin Huang, Xiangyu Wu, Wenwu Ou·arXiv — cs.AI
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  • 01.arXiv:2609.28690v1 Announce Type: new Abstract: Faithful user simulation is fundamental to building, evaluating, and improving interactive AI at scale
  • 02.However, plausible individual responses do not ensure that simulated users reproduce the intent evolution and outcomes observed…

This material is provided as an extended analytical summary.

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