Artificial Intelligence

AI needs a governance structure.

AI governance is broken. Not because the rules are wrong. Because the architecture is wrong. Think about what actually happens when a foundation model is deployed in a regulated enterprise. International bodies have published guidance. The national regulator has issued rules. The sector agency — finance, health, transport — has its own

Are there only Seven levels ?

One of the hardest problems in AI is not merely making systems that act, but making systems whose actions can be understood, trusted, constrained, and improved. For that, we need levels of abstraction.