{"slug": "a-taxonomy-of-self-evolving-agents", "title": "A Taxonomy of Self-Evolving Agents", "summary": "A discussion on self-evolving agents identifies loop engineering as an initial step, with commenters suggesting that the term 'artifact' is misleading and that neural architecture search better describes the harness component.", "body_md": "- agree that loop engineering is just the first step towards self-evolving agent. sharing my thoughts here as well\n- the term artifact is somewhat misleading. it is essentially how user operate agent. Neural architecture search is closer to what you meant by harness part to be honest\n- great work\n# Join the conversation", "url": "https://wpnews.pro/news/a-taxonomy-of-self-evolving-agents", "canonical_source": "https://twitter.com/Shilong_Liu_AI/status/2074800880017342665", "published_at": "2026-07-24 18:01:26+00:00", "updated_at": "2026-07-24 18:22:39.666173+00:00", "lang": "en", "topics": ["artificial-intelligence", "ai-agents", "ai-research"], "entities": [], "alternates": {"html": "https://wpnews.pro/news/a-taxonomy-of-self-evolving-agents", "markdown": "https://wpnews.pro/news/a-taxonomy-of-self-evolving-agents.md", "text": "https://wpnews.pro/news/a-taxonomy-of-self-evolving-agents.txt", "jsonld": "https://wpnews.pro/news/a-taxonomy-of-self-evolving-agents.jsonld"}}