{"type": "article", "title": "FlowBalance: Verifier-Grounded Self-Improvement from On-Policy Reasoning Experience", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/flowbalance-verifier-grounded-self-improvement-from-on-policy-reasoning", "original_source": "https://aiflash.com/news/115394/", "published": "2026-09-08T06:30:02+00:00", "accessed": "2026-09-08", "id": "flowbalance-verifier-grounded-self-improvement-from-on-policy-reasoning"}