@article{metacognitioninllmsfoundationsprogressan, title = {Metacognition in LLMs: Foundations, Progress, and Opportunities}, author = {Gabrielle Kaili-May Liu and Areeb Gani and Jacqueline Lu and Jordan Thomas and Mark Steyvers and Arman Cohan}, year = {2026}, eprint = {2607.11881}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.11881}, }