Chen, Q., Peng, D., Liu, J., Su, H., Guan, J., Qin, L., & Che, W. (2026). Aware First, Think Less: Dynamic Boundary Self-Awareness Drives Significant Gains in Reasoning Efficiency in Large Language Models. Proceedings of the AAAI Conference on Artificial Intelligence, 40(36), 30261–30269. https://doi.org/10.1609/aaai.v40i36.40277