{"type": "article", "title": "When Helping Hurts and How to Fix It: Multi-Agent Debate for Data Cleaning", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/when-helping-hurts-and-how-to-fix-it-multi-agent-debate-for-data-cleaning", "original_source": "https://arxiv.org/abs/2606.02866", "published": "2026-06-03T04:00:00+00:00", "accessed": "2026-06-03", "id": "when-helping-hurts-and-how-to-fix-it-multi-agent-debate-for-data-cleaning"}