{"type": "article", "title": "Do Self-Evolving Skills Generalize to Held-Out Tasks?", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/do-self-evolving-skills-generalize-to-held-out-tasks", "original_source": "https://www.machinebrief.com/news/do-self-evolving-skills-generalize-to-held-out-tasks-co05", "published": "2026-10-01T04:00:00+00:00", "accessed": "2026-10-01", "id": "do-self-evolving-skills-generalize-to-held-out-tasks"}