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Verification and Self-Improvement in Agentic AI: Foundations and Limits

arXiv:2610.10611v1 Announce Type: new Abstract: Agentic AI systems can improve by searching longer, receiving additional support, or modifying how they propose and verify outputs. A performance score does not distinguish these mechanisms. We compare these changes through bounded verification with h…

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  1. 2026-10-09 04:00 · arXiv cs.AI
    Verification and Self-Improvement in Agentic AI: Foundations and Limits

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