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arxiv_cs_cl ยท Jul 24, 2026 ยท paper

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

arxiv.orgJul 24, 2026
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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 reliabili...

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