**Skill Self-Play: Pushing the Frontier of LLM Capability with Co-Evolving Skill

**Skill Self-Play: Pushing the Frontier of LLM Capability with Co-Evolving Skills**

> LLM training is shifting from manual design and annotation to interaction-driven self-evolution. However, existing self-evolutionary methods face a fundamental dilemma between task diversity and verification reliability: environment-bound methods obtain precise feedback but confine learning to narrow domains, while open-ended self-generation broadens the task space but lacks reliable verification, allowing misleading...

**来源信息**
- **来源**：HuggingFace Daily Papers（社区热门论文）
- **分类**：ai-products
- **发布时间**：2026-07-27 08:00（北京时间）
- **原文**：[打开原文](https://huggingface.co/papers/2607.22529)