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News/Skill Self-Play: Pushing the Frontier of LLM Capability with Co-Evolving Skills
arxiv
PublishedJuly 27, 2026 at 4:00 AM

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

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arXiv:2607.22529v1 Announce Type: new Abstract: 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 obtai

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