Verify less, evolve more: training idea-level critics for verification-efficient ML evolving agents
Read the original at arxiv.org→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). In AI4ML, while...
Original headline: "Verify Less, Evolve More: Training Idea-Level Critics for Verification-Efficient ML Evolving Agents"
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- Oct 8, 04:00 UTC arXiv cs.AI lead source Verify Less, Evolve More: Training Idea-Level Critics for Verification-Efficient ML Evolving Agents