{"type": "article", "title": "Adjudicated Captioning: Multi-Agent Alignment Scoring and Consensus-Distilled Beam Arbitration for Strict Zero-Shot Image Captioning", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/adjudicated-captioning-multi-agent-alignment-scoring-and-consensus-distilled-for", "original_source": "https://arxiv.org/abs/2607.28986", "published": "2026-08-03T04:00:00+00:00", "accessed": "2026-08-03", "id": "adjudicated-captioning-multi-agent-alignment-scoring-and-consensus-distilled-for"}