Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment Paper • 2601.14249 • Published 2 days ago • 6
Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models Paper • 2601.14004 • Published 2 days ago • 42
Nex-N1: Agentic Models Trained via a Unified Ecosystem for Large-Scale Environment Construction Paper • 2512.04987 • Published Dec 4, 2025 • 79
BAPO: Stabilizing Off-Policy Reinforcement Learning for LLMs via Balanced Policy Optimization with Adaptive Clipping Paper • 2510.18927 • Published Oct 21, 2025 • 83
Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination Paper • 2507.10532 • Published Jul 14, 2025 • 89
BMMR: A Large-Scale Bilingual Multimodal Multi-Discipline Reasoning Dataset Paper • 2507.03483 • Published Jul 4, 2025 • 23