Formalizing Latent Thoughts: Four Axioms of Thought Representation in LLMs Paper • 2606.27378 • Published May 7 • 60
Are We Ready For An Agent-Native Memory System? Paper • 2606.24775 • Published 17 days ago • 125
PlanBench-XL: Evaluating Long-Horizon Planning of LLM Tool-Use Agents in Large-Scale Tool Ecosystems Paper • 2606.22388 • Published 19 days ago • 95
TRIAGE: Dialectical Reasoning for Explainable Risk Prediction on Irregularly Sampled Medical Time Series with LLMs Paper • 2606.09030 • Published Jun 8 • 30
Memory is Reconstructed, Not Retrieved: Graph Memory for LLM Agents Paper • 2606.06036 • Published Jun 4 • 75
ArcANE: Do Role-Playing Language Agents Stay in Character at the Right Time? Paper • 2606.05553 • Published Jun 4 • 50
Where Do Deep-Research Agents Go Wrong? Span-Level Error Localization in Agent Trajectories Paper • 2606.02060 • Published Jun 1 • 57
K-BrowseComp: A Web Browsing Agent Benchmark Grounded in Korean Contexts Paper • 2606.02404 • Published Jun 1 • 59