{"type": "article", "title": "Consilience: Conformally Calibrated Communication Control for Hidden-Profile Multi-Agent Reasoning", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/consilience-conformally-calibrated-communication-control-for-hidden-profile", "original_source": "https://arxiv.org/abs/2608.20564", "published": "2026-08-24T04:00:00+00:00", "accessed": "2026-08-24", "id": "consilience-conformally-calibrated-communication-control-for-hidden-profile"}