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

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

> 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 training data for the target domain, yet we find that this n...

**来源信息**
- **来源**：HuggingFace Daily Papers（社区热门论文）
- **分类**：tip
- **发布时间**：2026-05-28 08:00（北京时间）
- **原文**：[打开原文](https://huggingface.co/papers/2605.28775)