Chen, Z. et al. 2026. Deep Hidden Cognition Facilitates Reliable Chain-of-Thought Reasoning. Proceedings of the AAAI Conference on Artificial Intelligence. 40, 44 (Mar. 2026), 37295–37304. DOI:https://doi.org/10.1609/aaai.v40i44.41061.