{"type": "article", "title": "Targeted Retrieval, Compact Representations: How CoT Reasoning Improves Long-Context Counting", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/targeted-retrieval-compact-representations-how-cot-reasoning-improves-long", "original_source": "https://www.machinebrief.com/news/targeted-retrieval-compact-representations-how-cot-reasoning-clsh", "published": "2026-10-01T04:00:00+00:00", "accessed": "2026-10-01", "id": "targeted-retrieval-compact-representations-how-cot-reasoning-improves-long"}