Institutional AI, Surrogacy, and the Future of Work
Summary
The article defines Institutional AI as AI embedded with recognized authority in organizational decisions, outlines a spectrum from advisory to enforcement, and introduces surrogacy and the CBC protocol. It emphasizes a legitimacy loop based on performance, trust, and accountability, and presents a roadmap from advisory integration to meta-governance and AI-governed contracts.