Tag
#governance
2 posts tagged with "governance".
2 posts
Guides & How-TosMay 26, 20261 min read
The Industrial AI Agent Manifesto
The Digital Twin Consortium has published the Industrial AI Agent Manifesto — a governance framework for deploying AI agents in safety-critical industrial environments. Ten engineering laws for trustworthy autonomous operations.
Pieter van Schalkwyk
ArticlesMay 20, 20268 min read
Why Industrial AI Agents Don't Need to "Reason" Like ChatGPT
Industrial AI agents need more than a reasoning model — they need a governed decision architecture. Pieter van Schalkwyk explores XMPro's OODA-inspired Cognitive Decision Loop (ORPA: Observe, Reflect, Plan, Act) that lets MAGS work like virtual operators within bounded authority, leaving an auditable Decision Trace.
Pieter van Schalkwyk