{"type": "article", "title": "Lyapunov Guidance: A Unified Framework for Stabilizing Generative Flows", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/lyapunov-guidance-a-unified-framework-for-stabilizing-generative-flows", "original_source": "https://arxiv.org/abs/2607.14272", "published": "2026-07-17T04:00:00+00:00", "accessed": "2026-07-17", "id": "lyapunov-guidance-a-unified-framework-for-stabilizing-generative-flows"}