arXiv AI By Eunna Lee, Soomyoung Lee, Jungpyo Nam, Heonjin Ha, Jamin Jung, Kyunam Choi, Sunjun Hwang, Yeonghun Kim, Seok-Jae Lim

Not the Same Protector: Deployment-Dependent Protective Intervention in LLMs

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arXiv AI
Jul 16

Protective Capacity Hallucination: When Large Language Models Claim Nonexistent Capabilities

arXiv:2607. 13596v1 Announce Type: cross Abstract: When cast as the protector of a vulnerable user yet given no explicit capability boundary, a large language model (LLM) may respond not by acknowledging its limits but by claiming to have taken -- or to be taking -- a real-world protective action it cannot perform, such as contacting emergency services or administering care.

By Eunna Lee, Jungpyo Nam, Sunjun Hwang