Beyond · Teacher · Assignment

Multiple new research papers and product updates center on distillation techniques for LLMs, with notable community upvotes signaling strong interest.

14 sources · first seen 27 Sep 2026

• developer.nvidia.com AI Native by Design: Lessons Learned from Building NVIDIA TensorRT Model Connect 13h ↗
• theinformation.com Recursive Self-Improvement Won’t Be Winner-Takes-All, Say Founders of Ricursive 34h ↗
• huggingface.co/papers Learning Beyond What You Sample: Off-Policy-Aware Cross-Model Trajectory Exchange for RLVR 36h ↗
• huggingface.co/papers SAKI: Maximal-Coupling-Routed Teacher Supervision for On-Policy Distillation 36h ↗
• huggingface.co/papers LongLive-Plug: Once-for-All Distillation for Video Generation 36h ↗
• huggingface.co/papers LIFT: Layout-In-Future Video Generation under Large Viewpoint Change via On-Policy Self-Distillation 36h ↗
• huggingface.co/papers TabFM-Auto: Self-Evolving Pipelines for Tabular Foundation Models 36h ↗
• techmeme.com Google says it will migrate Gems, which let users create custom versions of Gemini, to "skills", starting Nov. 17; Google introduced skills with Gemini Spark (Abner Li/9to5Google) 38h ↗
• techcrunch.com Google is killing off Gemini's Gems in favor of 'skills' 39h ↗
• r/MachineLearning Functional Gradient Descent with Adaptive Representations [R] 43h ↗
• huggingface.co/papers Self-Evolving Coding Agents: From Digital Programs to Physical-World Intelligence 3d ↗
• huggingface.co/papers Improving Test-Time Scaling with Adaptive Looped Transformers 3d ↗
• huggingface.co/papers Beyond Teacher Assignment: Domain-Normalized Multi-Teacher On-Policy Distillation 3d ↗
• huggingface.co/papers Learning Native Reflection in Unified Models with Interleaved Reinforcement Learning 3d ↗