Publication Do LLMs Follow Their Own Rules? A Reflexive Audit of Self-Stated Safety Policies Avni Mittal April 2026 arXiv | April 2026
Publication M$^star$: Every Task Deserves Its Own Memory Harness Wenbo Pan, Shujie Liu, Xiangyang Zhou, Shiwei Zhang, Wanlu Shi, Mirror Xu, Xiaohua Jia April 2026 arXiv | April 2026
Publication SPPO: Sequence-Level PPO for Long-Horizon Reasoning Tasks Tianyi Wang, Yixia Li, Long Li, Yibiao Chen, Shaohan Huang, Yun Chen, Peng Li, Yang Liu, Guanhua Chen April 2026 arXiv | April 2026
Publication Confident in a Confidence Score: Investigating the Sensitivity of Confidence Scores to Supervised Fine-Tuning Lorenzo Jaime Flores, Cesare Spinoso di-Piano, Jackie Cheung April 2026 arXiv | April 2026
Publication MEMENTO: Teaching LLMs to Manage Their Own Context Vasilis Kontonis, Yuchen Zeng, Shivam Garg, Lingjiao Chen, Hao Tang, Ziyan Wang, Ahmed Awadallah, Eric Horvitz, John Langford, Dimitris Papailiopoulos 2026 COLM | April 2026
Publication FF3R: Feedforward Feature 3D Reconstruction from Unconstrained views Chaoyi Zhou, Runze Wang, Feng Luo, Mert D. Pes'e, Zhiwen Fan, Yiqi Zhong, Siyu Huang April 2026 arXiv | April 2026
Publication Kuramoto Oscillatory Phase Encoding: Neuro-inspired Synchronization for Improved Learning Efficiency Mingqing Xiao, Yansen Wang, Dongqi Han, Caihua Shan, Dongsheng Li ICML 2026 | April 2026
Publication Scaffolding Human-AI Collaboration: A Field Experiment on Behavioral Protocols and Cognitive Reframing Alex Farach, Alexia Cambon, Lev Tankelevitch, Connie Hsueh, Rebecca Janssen April 2026 ArXiv | April 2026
Publication PSIRNet: Deep Learning-based Free-breathing Rapid Acquisition Late Enhancement Imaging A. Atalik, Hui Xue, R. Davies, T. Treibel, Daniel K. Sodickson, Michael Hansen, Peter Kellman April 2026 arXiv | April 2026
Publication To Copilot and Beyond: 22 AI Systems Developers Want Built Rudrajit Choudhuri, Christian Bird, Carmen Badea, Anita Sarma April 2026 arXiv | April 2026