{"type": "article", "title": "Verification and Self-Improvement in Agentic AI: Foundations and Limits", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/verification-and-self-improvement-in-agentic-ai-foundations-and-limits", "original_source": "https://arxiv.org/abs/2610.10611", "published": "2026-10-09T04:00:00+00:00", "accessed": "2026-10-09", "id": "verification-and-self-improvement-in-agentic-ai-foundations-and-limits"}