{"type": "article", "title": "Closed-Loop LLM Co-Pilots for Digital Agriculture", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/closed-loop-llm-co-pilots-for-digital-agriculture", "original_source": "https://arxiv.org/abs/2608.09949", "published": "2026-08-12T04:00:00+00:00", "accessed": "2026-08-12", "id": "closed-loop-llm-co-pilots-for-digital-agriculture"}