Beyond Final Scores: A Systematic Evaluation of Agents for Long-Horizon AI Research and Development
Researchers from the University of Chinese Academy of Sciences and Meituan introduced an evaluation framework that assesses AI research agents…
Researchers from the University of Chinese Academy of Sciences and Meituan introduced an evaluation framework that assesses AI research agents…
MIT Technology Review interviewed young people aged 10 to 18 about their attitudes toward artificial intelligence and found more nuanced…
A new paper introduces Second Thought, a training-free inference framework that has LLM agents spawn auxiliary reasoning branches during the…
Stripe has finalized its acquisition of AI startup OpenRouter for more than $7 billion. OpenRouter operates a platform connecting developers…
A study tested whether committees of LLM agents used for clinical decision support can be manipulated through benchmark shortcuts that…
Researchers proposed S²VOPD, a self-supervised on-policy distillation method that creates teacher-student asymmetry by degrading the student’s input rather than augmenting…
SimpleOPD is a new on-policy distillation method for transferring long-context reasoning ability from large teacher models to smaller, shorter-context student…
A paper introduces LOPD, a method that makes an agent’s own privileged context end-to-end learnable from experience rather than relying…
Researchers from Peking University and BUPT identified a failure mode in sequential reinforcement learning with verifiable rewards, where optimizing for…
WeiboAI researchers introduced CLR (Claim-Level Reliability Assessment), a training-free framework that improves LLM reasoning accuracy by directing verification effort at…
Researchers released PRM-as-a-Judge 1.5, an updated toolkit that evaluates robotic manipulation policies by converting video rollouts into fine-grained progress metrics…
Researchers at the University of Milan-Bicocca built ParliamentRAG, a retrieval-augmented generation system for Italian Chamber of Deputies records that scores…