Learn from Weaknesses: Automated Domain Specialization for Small Computer-Use Agents 事件

Learn from Weaknesses: Automated Domain Specialization for Small Computer-Use Agents arXiv:2605.28775v1 Announce Type: cross Abstract: Computer-use agents (CUAs) have recently made substantial progress, but deploying a separate large expert for each software domain remains expensive. Small open computer-use agents are more practical specialization targets, but they remain substantially weaker and exhibit uneven domain-specific failures. A straightforward remedy is to synthesize large-scale trai