{"type": "article", "title": "Most \"self-improving\" AI agents don't actually improve", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/most-self-improving-ai-agents-don-t-actually-improve", "original_source": "https://www.loadbearingtech.com/p/self-improving-agent-loops-verifier", "published": "2026-07-22T20:03:04+00:00", "accessed": "2026-07-29", "id": "most-self-improving-ai-agents-don-t-actually-improve"}