Author

Xiaoqin Wu

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Preprint Aug 2026

When History Lies: Evaluating and Improving Tool Use under Misleading Multi-Turn Histories

The results establish history reliability as a distinct tool-use bottleneck and demonstrate reliable-state policy transfer as an effective and scalable solution.

Xiaoqin Wu, Xingyu Fan, Feifei Li et al. · 0 citations