Every Token Needs Its Own Teacher: Multi-teacher Adaptive On-policy Self-distillation Paper • 2610.40574 • Published 7 days ago • 8
Reading Right, Acting Wrong: Diagnosing Decision Failures of System One Models in Agent Loops Paper • 2610.18579 • Published 23 days ago • 9
JEV-as-a-Judge: Accept When Confident, Escalate When Unsure Paper • 2609.26550 • Published Sep 22 • 35
Grokking in the Wild: Data Augmentation for Real-World Multi-Hop Reasoning with Transformers Paper • 2504.20752 • Published Apr 29, 2025 • 97