Learning to Evaluate Before Improving: Automatic Rubric Induction for Automatic Research Agents Paper • 2608.31076 • Published 22 days ago • 22
Mechanist: AI as a Scientific Instrument for Discovering the Mechanisms of Intelligence Paper • 2608.12036 • Published Aug 12 • 89
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 • 62
When Should Models Change Their Minds? Contextual Belief Management in Large Language Models Paper • 2605.30219 • Published May 28 • 23
How LoRA Remembers? A Parametric Memory Law for LLM Finetuning Paper • 2605.30260 • Published May 28 • 41
MemTrace: Tracing and Attributing Errors in Large Language Model Memory Systems Paper • 2605.28732 • Published May 27 • 40
SciAtlas: A Large-Scale Knowledge Graph for Automated Scientific Research Paper • 2605.22878 • Published May 20 • 60
OceanPile: A Large-Scale Multimodal Ocean Corpus for Foundation Models Paper • 2605.00877 • Published Apr 25 • 15
Chat2Workflow: A Benchmark for Generating Executable Visual Workflows with Natural Language Paper • 2604.19667 • Published Apr 21 • 21
SkillX: Automatically Constructing Skill Knowledge Bases for Agents Paper • 2604.04804 • Published Apr 6 • 30