{"type": "article", "title": "Know What You Don't Know: Agentic Data Synthesis by Evolving Generation Space for Closed-Loop Learning", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/know-what-you-don-t-know-agentic-data-synthesis-by-evolving-generation-space-for", "original_source": "https://arxiv.org/abs/2610.12593", "published": "2026-10-12T04:00:00+00:00", "accessed": "2026-10-12", "id": "know-what-you-don-t-know-agentic-data-synthesis-by-evolving-generation-space-for"}