APA (7th ed.) Citation

Liu, D., Wang, Z., Qin, Z., Tu, Z., Chu, D., & Sui, D. (2026). Beyond Confidence: The Rhythms of Reasoning in Generative Models.

Chicago Style (17th ed.) Citation

Liu, Deyuan, Zecheng Wang, Zhanyue Qin, Zhiying Tu, Dianhui Chu, and Dianbo Sui. Beyond Confidence: The Rhythms of Reasoning in Generative Models. 2026.

MLA (9th ed.) Citation

Liu, Deyuan, et al. Beyond Confidence: The Rhythms of Reasoning in Generative Models. 2026.