EM^2Mem: Event-Centric Multimodal Memory for Large Language Models Paper • 2609.00551 • Published 5 days ago • 13
Learning to Evaluate Before Improving: Automatic Rubric Induction for Automatic Research Agents Paper • 2608.31076 • Published 6 days ago • 20
MemTrapBench: Benchmarking Cognitive Traps in LLM Memory Use Paper • 2608.20202 • Published 17 days ago • 34
MobileMem: Learning from a Year of Mobile Experiences Paper • 2608.13606 • Published 26 days ago • 26
Mechanist: AI as a Scientific Instrument for Discovering the Mechanisms of Intelligence Paper • 2608.12036 • Published 25 days ago • 87
OneDayAgent: Towards a Long-Horizon Harness for Autonomous Agents Paper • 2608.05013 • Published Aug 4 • 37
LabVLA: Grounding Vision-Language-Action Models in Scientific Laboratories Paper • 2606.13578 • Published Jun 11 • 62
SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories Paper • 2606.01311 • Published May 31 • 38
LongDS-Bench: On the Failure of Long-Horizon Agentic Data Analysis Paper • 2605.30434 • Published May 28 • 24
Exploring Autonomous Agentic Data Engineering for Model Specialization Paper • 2605.30407 • Published May 28 • 24
How LoRA Remembers? A Parametric Memory Law for LLM Finetuning Paper • 2605.30260 • Published May 28 • 45
When Should Models Change Their Minds? Contextual Belief Management in Large Language Models Paper • 2605.30219 • Published May 28 • 28
MemTrace: Tracing and Attributing Errors in Large Language Model Memory Systems Paper • 2605.28732 • Published May 27 • 41