AINeutralarXiv – CS AI · 7h ago6/10
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MMG2Skill: Can Agents Distill In-the-Wild Guides into Self-Evolving Skills?
Researchers introduce MMG2Skill, a framework that converts unstructured web guides into executable skills for AI agents, with a new benchmark for evaluation. The system improves agent performance by 12.8-25.3 percentage points across multiple domains by structuring knowledge, conditioning vision-language models on refined skills, and iteratively improving them from agent trajectories.