{"type": "article", "title": "Adaptive Depth in Looped Transformers: Diagnosing Learned Halting Gates and Trajectory Readouts", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/adaptive-depth-in-looped-transformers-diagnosing-learned-halting-gates-and", "original_source": "https://arxiv.org/abs/2607.20519", "published": "2026-07-24T04:00:00+00:00", "accessed": "2026-07-24", "id": "adaptive-depth-in-looped-transformers-diagnosing-learned-halting-gates-and"}