Why AI Governance Frameworks and Generative AI Are Fundamentally Incompatible
The Scenario
You're eight months into deploying an AI system for clinical decision support. Internal reviews are passed, you decided not
The recent surge in "Constitutional AI" discourse reveals both progress and confusion in AI governance. While Constitutional AI represents an improvement over pure RLHF, it doesn't solve the fundamental
(And they don’t know it)
You deployed an AI system six months ago. It performed well in validation. Your vendor provided documentation showing 94% accuracy on test data. Your compliance team signed
Executive Summary
A mid-sized organization deployed a data security platform with an AI-powered chatbot interface to manage sensitive data controls. The team relied on the chatbot to configure critical security policies. For months,
Your AI system is deployed. Or you're about to deploy it. The technical team says it works. Compliance approved the documentation. Leadership is expecting results.
And something feels off.
Maybe stakeholders
