{"type": "article", "title": "Position: Certified Correctness in Neural Constraint Reasoning Requires Symbolic Integration", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/position-certified-correctness-in-neural-constraint-reasoning-requires-symbolic", "original_source": "https://arxiv.org/abs/2608.14569", "published": "2026-08-18T04:00:00+00:00", "accessed": "2026-10-09", "id": "position-certified-correctness-in-neural-constraint-reasoning-requires-symbolic"}