{"type": "article", "title": "TwinGridShield: Consequence-Aware Runtime Authorization for LLM Grid-Agent Actions", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/twingridshield-consequence-aware-runtime-authorization-for-llm-grid-agent", "original_source": "https://www.machinebrief.com/news/twingridshield-consequence-aware-runtime-authorization-for-l-y8ce", "published": "2026-08-18T04:00:00+00:00", "accessed": "2026-08-18", "id": "twingridshield-consequence-aware-runtime-authorization-for-llm-grid-agent"}