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he Dual Bottleneck: A Composition Law for Judge Reliability and Generator Capability in Self-Evolving Agents
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October 13, 2026 18:07
he Dual Bottleneck: A Composition Law for Judge Reliability and Generator Capability in Self-Evolving Agents
Self-evolving agents—systems that iteratively generate tasks, solve them, and dis- till experience—have shown promise in code generation and mathematical reason- ing. Existing work predominantly focuses on the judge (the evaluator …
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