MemTrapBench: Benchmarking Cognitive Traps in LLM Memory Use Paper • 2608.20202 • Published 4 days ago • 31
MobileMem: Learning from a Year of Mobile Experiences Paper • 2608.13606 • Published 13 days ago • 25
Mechanist: AI as a Scientific Instrument for Discovering the Mechanisms of Intelligence Paper • 2608.12036 • Published 12 days ago • 86
OneDayAgent: Towards a Long-Horizon Harness for Autonomous Agents Paper • 2608.05013 • Published 20 days ago • 37
TokenPilot: Cache-Efficient Context Management for LLM Agents Paper • 2606.17016 • Published Jun 15 • 16
LabVLA: Grounding Vision-Language-Action Models in Scientific Laboratories Paper • 2606.13578 • Published Jun 11 • 59
SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories Paper • 2606.01311 • Published May 31 • 37
LongDS-Bench: On the Failure of Long-Horizon Agentic Data Analysis Paper • 2605.30434 • Published May 28 • 23
Exploring Autonomous Agentic Data Engineering for Model Specialization Paper • 2605.30407 • Published May 28 • 23
When Should Models Change Their Minds? Contextual Belief Management in Large Language Models Paper • 2605.30219 • Published May 28 • 27
How LoRA Remembers? A Parametric Memory Law for LLM Finetuning Paper • 2605.30260 • Published May 28 • 44