{"type": "article", "title": "Redact or Keep? A Fully Local AI Cascade for Educational Dialogue De-Identification", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/redact-or-keep-a-fully-local-ai-cascade-for-educational-dialogue-de", "original_source": "https://arxiv.org/abs/2606.18372", "published": "2026-06-18T04:00:00+00:00", "accessed": "2026-06-18", "id": "redact-or-keep-a-fully-local-ai-cascade-for-educational-dialogue-de"}