AgentDoG Collection A Diagnostic Guardrail Framework for AI Agent Safety and Security • 11 items • Updated about 12 hours ago • 79
TL-GRPO: Turn-Level RL for Reasoning-Guided Iterative Optimization Paper • 2601.16480 • Published 6 days ago • 50
HERMES: KV Cache as Hierarchical Memory for Efficient Streaming Video Understanding Paper • 2601.14724 • Published 8 days ago • 71
Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment Paper • 2601.14249 • Published 8 days ago • 8
Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models Paper • 2601.14004 • Published 8 days ago • 46
Nex-N1: Agentic Models Trained via a Unified Ecosystem for Large-Scale Environment Construction Paper • 2512.04987 • Published Dec 4, 2025 • 80
BAPO: Stabilizing Off-Policy Reinforcement Learning for LLMs via Balanced Policy Optimization with Adaptive Clipping Paper • 2510.18927 • Published Oct 21, 2025 • 84
Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination Paper • 2507.10532 • Published Jul 14, 2025 • 90
BMMR: A Large-Scale Bilingual Multimodal Multi-Discipline Reasoning Dataset Paper • 2507.03483 • Published Jul 4, 2025 • 24