{"type": "article", "title": "Teaching LLMs to Update Beliefs for Efficient Long-Horizon Interaction", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/teaching-llms-to-update-beliefs-for-efficient-long-horizon-interaction", "original_source": "http://bair.berkeley.edu/blog/2026/07/26/abbel/", "published": "2026-07-26T09:00:00+00:00", "accessed": "2026-07-27", "id": "teaching-llms-to-update-beliefs-for-efficient-long-horizon-interaction"}