On-Policy or Off-Policy Learning? A Systematic Study of Distillation Dynamics Paper • 2609.35259 • Published Sep 28 • 33
Do Audio LLMs Listen Before They Act? Diagnosing Acoustic-Context Gating in Voice Agents Paper • 2609.32536 • Published Sep 26 • 9
Smaller Models, Better Rejects: Preference Distillation Scaling Paper • 2609.38987 • Published Sep 30 • 13
Pretrain Once, Route Anywhere: Towards a Foundation Model for LLM Routing Paper • 2609.37362 • Published Sep 29 • 10