{"type": "article", "title": "Scoped Verification for Reliable Long-Horizon Agentic Context Evolution under Distribution Shift", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/scoped-verification-for-reliable-long-horizon-agentic-context-evolution-under", "original_source": "https://arxiv.org/abs/2607.09175", "published": "2026-07-13T04:00:00+00:00", "accessed": "2026-07-14", "id": "scoped-verification-for-reliable-long-horizon-agentic-context-evolution-under"}