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Verify Less, Evolve More: Training Idea-Level Critics for Verification-Efficient ML Evolving Agents

Single source1 source8 Oct 2026

arXiv:2610.08993v1 Announce Type: new Abstract: As large language models become more powerful, self-evolving agents are able to tackle challenging tasks including AI for machine learning (AI4ML).

Reported by 1 source

arxiv.orghttps://arxiv.org/abs/2610.08993

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