{"type": "article", "title": "Fluency Is Not Authority: Building Local AI Characters for Signal Drift", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/fluency-is-not-authority-building-local-ai-characters-for-signal-drift", "original_source": "https://engineering.signaldrift.net", "published": "2026-07-31T04:54:39+00:00", "accessed": "2026-07-31", "id": "fluency-is-not-authority-building-local-ai-characters-for-signal-drift"}