MemTrapBench: Benchmarking Cognitive Traps in LLM Memory Use Paper • 2608.20202 • Published Aug 20 • 34
Mechanist: AI as a Scientific Instrument for Discovering the Mechanisms of Intelligence Paper • 2608.12036 • Published Aug 12 • 89
OneDayAgent: Towards a Long-Horizon Harness for Autonomous Agents Paper • 2608.05013 • Published Aug 4 • 39
LabVLA: Grounding Vision-Language-Action Models in Scientific Laboratories Paper • 2606.13578 • Published Jun 11 • 62
AgentDoG 1.5: A Lightweight and Scalable Alignment Framework for AI Agent Safety and Security Paper • 2605.29801 • Published May 28 • 145
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
Chat2Workflow: A Benchmark for Generating Executable Visual Workflows with Natural Language Paper • 2604.19667 • Published Apr 21 • 21
LightThinker++: From Reasoning Compression to Memory Management Paper • 2604.03679 • Published Apr 4 • 36
How Controllable Are Large Language Models? A Unified Evaluation across Behavioral Granularities Paper • 2603.02578 • Published Mar 3 • 25