False Frontiers: Diagnosing and Mitigating Co-Cheating in Self-Evolving Search Agents Paper • 2609.39102 • Published 19 days ago • 665
REMORY: Learning Residual Memory for Context Compaction Paper • 2610.11287 • Published 11 days ago • 164
The Teacher Is a Direction, Not a Destination: Extrapolating RL-Induced Representation Residuals in On-Policy Distillation Paper • 2609.36484 • Published 20 days ago • 565
MaLiang-Harness: A Programmable Path to Image and Video Generation Paper • 2609.34309 • Published 21 days ago • 397
AREX-2: Advancing Self-Improving Agents through Long-Horizon Reflective Tasks Paper • 2609.38288 • Published 20 days ago • 137
EvoOntology: A Self-Evolving Ontology Layer for Data Agents Paper • 2609.15779 • Published Sep 14 • 158