{"type": "article", "title": "Behavioral Controllability of Agentic Models for Information Extraction: From Fixed Workflows to Reflective Agents", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/behavioral-controllability-of-agentic-models-for-information-extraction-from-to", "original_source": "https://arxiv.org/abs/2607.15715", "published": "2026-07-20T04:00:00+00:00", "accessed": "2026-07-21", "id": "behavioral-controllability-of-agentic-models-for-information-extraction-from-to"}