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arxiv_cs_cl ยท Jul 24, 2026 ยท paper
arxiv.orgJul 24, 2026
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In brief
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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