Capability Self-Assessment in Large Language Models.

arXiv:2606.00251v2 Announce Type: replace Abstract: The ability to recognize one's own limitations and decide whether to solve a problem or seek help is fundamental to reliable intelligent systems. Yet modern large language models tend to overestimate their co