arXiv AI By Zhiping Zhang, Yi Evie Zhang, Freda Shi, Tianshi Li

Autonomy Reshapes How Personalization Affects Privacy Concerns and Trust in LLM Agents

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arXiv:2510. 04465v3 Announce Type: replace-cross Abstract: LLM agents require personal information for personalization in order to effectively act on users' behalf, but this raises privacy concerns that can discourage data sharing, limiting both the autonomy levels at which agents can operate and the effectiveness of personalization.

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