CHEN, Qiguang; PENG, Dengyun; LIU, Jinhao; SU, Huikang; GUAN, Jiannan; QIN, Libo; CHE, Wanxiang. 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, [S. l.], v. 40, n. 36, p. 30261–30269, 2026. DOI: 10.1609/aaai.v40i36.40277. Disponível em: https://ojs.aaai.org/index.php/AAAI/article/view/40277. Acesso em: 31 may. 2026.