Papers
Deep, long-form breakdowns of recent research in AI, machine learning, security & programming languages.
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Searching for "Harmful Refusal": A Psychometric Audit of an AI Safety Benchmark
by Christopher M. Stewart, Preston Botter, Natalie Sarabosing, Muye Zhang, Rachel Phinnemore, Shalini Ghosh, Hong Shen, Hoda Heidari
HRIL: Learning Multimodal Synergy via Higher-Order Tensor Modeling
by Qun Dai, Liangjian Wen, Jiang Duan, Yong Dai, Dongkai Wang, Maolin Wang, Mingjie Wang, Jianzhuang Liu, He Yan, Zhao Kang
GeoReform: Reflective Formalization Evolution for Multimodal Geometry Problem Solving
by Jialu Wang, Ruichen Zhang, Xiaoou Liu, Hua Wei, Tianlong Chen
Long Text to Predictive Features: LLM-Guided Blockwise Feature Engineering via Executable Program Search
by Ziming Dai, Dabiao Ma, Ziheng Guo, Jack Dong, Zimu Zhou
OnTrack: Real-Time Monitoring and Intervention in LLM Agent Trajectories via Streaming Structure-Aware Optimal Transport
by Babak Barazandeh, Connor Swanson, Chinmay Kulkarni, Nikhil Mungel
RoboJEPA: Scaling Robotic Latent World Models
by Artem Zholus, Nicolas Beltran-Velez, Jianhao Yuan, Sarath Chandar, Tushar Nagarajan, Daniel Severo, Koustuv Sinha, Michal Drozdzal, Adriana Romero Soriano, Jeannette Bohg, Nicolas Ballas, Mahmoud Assran
SciExam for ENSO: Can AI Agents Build Climate Models?
by Yinling Zhang, Langchen Liu, Dongbin Xiu, Xueyan Zou, Xu Kuang, Mengdi Wang, Shilong Liu
RECAST: Learning to Compute the Right Context through Adaptive Evidence Routing
by Yilun Hao, Krishna Sayana, Isabella Ye, James S Ren, Sukhdeep Sodhi, Craig Boutilier, Chuchu Fan
Validity Without Ground Truth: What Stated-Preference Economics Offers the Evaluation of Language Models
by Daniel Robert Kling Alexander, Catherine Louise Kling
EmbodiedRSI: Active Continual Robot Learning Through Hypothesis-Guided Co-Evolution
by Python Song, Zhixuan Liang, Kelsey Fu, Mengdi Wang, Junfeng Yang, Shilong Liu