{"type": "article", "title": "Encoded Early, Used Late: Where Transformers Begin to Act on an Inferred Partner's Expertise", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/encoded-early-used-late-where-transformers-begin-to-act-on-an-inferred-partner-s", "original_source": "https://aiflash.com/news/116161/", "published": "2026-09-09T07:30:02+00:00", "accessed": "2026-09-09", "id": "encoded-early-used-late-where-transformers-begin-to-act-on-an-inferred-partner-s"}