Research Feed
Search source-linked summaries of recent AI research.
Research results
COLLEAGUE.SKILL: Automated AI Skill Generation via Expert Knowledge Distillation
COLLEAGUE.SKILL provides a standardized pipeline to distill expert human workflows into portable, inspectable skill sets for AI agents.
GrepSeek: Training Search Agents for Direct Corpus Interaction
GrepSeek trains search agents to interact directly with raw text corpora using executable shell commands instead of relying on static retrieval indices.
Trust-Region Behavior Blending for On-Policy Distillation
The paper introduces a warmup method for on-policy distillation that regulates student behavior during early training to prevent the model from learning on low-quality data.