AINeutralarXiv – CS AI · 10h ago6/10
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Ace-Skill: Bootstrapping Multimodal Agents with Prioritized and Clustered Evolution
Researchers introduce Ace-Skill, a co-evolutionary framework that improves multimodal AI agents by optimizing both data sampling and knowledge organization. The system achieves 35% performance gains on tool-use benchmarks and enables smaller models to inherit capabilities from larger ones without additional training.