{"type": "article", "title": "6.5% of the Neuro-Symbolic Literature Can Be Reproduced from Its Published Artifacts, a Six-Stage Audit Framework and First Instantiation", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/6-5-of-the-neuro-symbolic-literature-can-be-reproduced-from-its-published-a-six", "original_source": "https://www.machinebrief.com/news/65percent-of-the-neuro-symbolic-literature-can-be-reproduced-i2ai", "published": "2026-08-28T04:00:00+00:00", "accessed": "2026-08-28", "id": "6-5-of-the-neuro-symbolic-literature-can-be-reproduced-from-its-published-a-six"}