Zhou, B. (2026) “Toward Controllable and Trustworthy LLM Reasoning: From Failure Mapping to Cognition-inspired Control and Real-world Impact”, Proceedings of the AAAI Conference on Artificial Intelligence, 40(47), pp. 39849–39850. doi: 10.1609/aaai.v40i47.41366.