AgentCL: Toward Rigorous Evaluation of Continual Learning in Language Agents Paper • 2606.02461 • Published 25 days ago • 5
Skip a Layer or Loop It? Learning Program-of-Layers in LLMs Paper • 2606.06574 • Published 23 days ago • 24
SkillHarm: Lifecycle-Aware Skill-Based Attacks via Automated Construction Paper • 2606.02540 • Published 26 days ago • 10
Why Far Looks Up: Probing Spatial Representation in Vision-Language Models Paper • 2605.30161 • Published about 1 month ago • 60
QUEST: Training Frontier Deep Research Agents with Fully Synthetic Tasks Paper • 2605.24218 • Published May 22 • 46
QUEST: Training Frontier Deep Research Agents with Fully Synthetic Tasks Paper • 2605.24218 • Published May 22 • 46
ClawEnvKit: Automatic Environment Generation for Claw-Like Agents Paper • 2604.18543 • Published Apr 20 • 30
Does Socialization Emerge in AI Agent Society? A Case Study of Moltbook Paper • 2602.14299 • Published Feb 15 • 27
Routing Manifold Alignment Improves Generalization of Mixture-of-Experts LLMs Paper • 2511.07419 • Published Nov 10, 2025 • 27
Skip a Layer or Loop it? Test-Time Depth Adaptation of Pretrained LLMs Paper • 2507.07996 • Published Jul 10, 2025 • 35
FaSTA^*: Fast-Slow Toolpath Agent with Subroutine Mining for Efficient Multi-turn Image Editing Paper • 2506.20911 • Published Jun 26, 2025 • 41
Where to find Grokking in LLM Pretraining? Monitor Memorization-to-Generalization without Test Paper • 2506.21551 • Published Jun 26, 2025 • 28