{"type": "article", "title": "Mitigating Scaffolding Collapse in Socratic Tutors via Representation Alignment", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/mitigating-scaffolding-collapse-in-socratic-tutors-via-representation-alignment", "original_source": "https://arxiv.org/abs/2607.19371", "published": "2026-07-23T04:00:00+00:00", "accessed": "2026-07-23", "id": "mitigating-scaffolding-collapse-in-socratic-tutors-via-representation-alignment"}