{"type": "article", "title": "LLM-as-an-Improver: Turning Verification into Better Candidates", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/llm-as-an-improver-turning-verification-into-better-candidates", "original_source": "https://arxiv.org/abs/2609.19515", "published": "2026-09-18T04:00:00+00:00", "accessed": "2026-09-18", "id": "llm-as-an-improver-turning-verification-into-better-candidates"}