{"type": "article", "title": "Why Deploying Physical AI at Scale Demands Safety at Every Layer", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/why-deploying-physical-ai-at-scale-demands-safety-at-every-layer", "original_source": "https://blogs.nvidia.com/blog/physical-ai-halos-safety/", "published": "2026-09-21T16:00:46+00:00", "accessed": "2026-09-21", "id": "why-deploying-physical-ai-at-scale-demands-safety-at-every-layer"}