{"type": "article", "title": "Principles that Guide, Actions that Inform: Agent Evolution via Knowledge Abstraction", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/principles-that-guide-actions-that-inform-agent-evolution-via-knowledge", "original_source": "https://arxiv.org/abs/2610.06964", "published": "2026-10-07T04:00:00+00:00", "accessed": "2026-10-07", "id": "principles-that-guide-actions-that-inform-agent-evolution-via-knowledge"}