출판 KnowSim: Evaluating Information Calibration in LLM Assistants with User Simulators that Learn Yoonjoo Lee, ♡. Hyoungwook, Jin ♡ Tae, Soo-Eun Kim, Shaoyang Zhang, Philippe Laban, ♠. Q. V. Liao, ♢. Kaist, Microsoft Research, B. Ni, Yu Wang, Leyao Wang, B. Kveton, Franck Dernoncourt, Yu Xia, Hongjie Chen, Reuben Luera, Samyadeep Basu, Subhojyoti Mukherjee, Puneet Mathur, Nesreen K. Ahmed, Junda Wu, Li Li, O. Long, Jeff Wu, Xu Jiang, Diogo Almeida, L. Wainwright, Pamela Mishkin, Chong Zhang, Sharad Agarwal, Katarina Slama August 2026 arXiv | August 2026
출판 MUSE: An Interactive Meta-Agent for Understanding and Steering LLM-powered Data Science Systems Wei-Hao Chen, Weixi Tong, Yuan Tian, Chenglong Wang, Tianyi Zhang August 2026 arXiv | August 2026
출판 Designing Quantum Error Correcting Codes to fit decoders via Reinforcement Learning Omer S. Sella, Robert Pinsler, Thomas Heinis August 2026 arXiv | August 2026
출판 DA-RAC: Distance-Aware Calibration of LLM Judges for Trustworthy AI Auditing Chengyu Wu, Vishal Anand, Jaya Krishna Mandivarapu, Xiyao Liu, Ruiqi Zhuang August 2026 arXiv | August 2026
출판 Protein language models and the long tail of functional diversity Ria Vinod, Samir Char, Ava P. Amini, Lorin Crawford, Kevin Kaichuang Yang August 2026 August 2026
출판 Do LLMs Know What to Ask and When? Evaluating Multi-Turn Information Seeking Yepeng Huang, Jiawen Zhang, Michelle Dai, Xiao-Rui Su, Shanghua Gao, Zi Wang, M. Zitnik August 2026 arXiv | August 2026
출판 ASSERT: A Measurement Pipeline for GenAI Audits Riccardo Fogliato, Abhinav Palia, Xiawei Wang, Emily Sheng, Chad Atalla, Jean Garcia-Gathright, Nicholas Pangakis, Sharman Tan, Dan Vann, Hannah Washington, P. A. Dow, Heba Elfardy, Hanna Wallach, Sandeep Atluri August 2026 arXiv | August 2026
출판 Broken Neural Scaling Laws in Learning the Optical Properties of Solids Max Großmann, Malte Grunert, Erich Runge PRX Intelligence | August 2026
출판 OpScale: Operator-level Provisioning and Autoscaling for LLM Serving Xingqi Cui, Chieh-Jan Mike Liang, Ziang Tang, Jiarong Xing, Haoran Qiu ArXiv | August 2026 프로젝트
출판 ForgeWM: Progressive Causal Training for Few-Step Action-Conditioned Video World Models Xinye Li, Lingshuai Lin, Lei Wang, Liuzhou Zhang, Jialin Cui, Qingshang Li, Guanchu Wang, Qingbin Liu, Xi Chen, Jiang Bian, Wai Lam August 2026 arXiv | August 2026