Ownership, alignment, and the work that remains after the model arrives.
Ownership, alignment, and the work that remains after the model arrives.
The biggest lesson from autonomous AI isn't that it becomes conscious. It's that sufficiently capable systems optimise objectives—not intentions. Why Goodhart's Law is becoming one of the defining engineering challenges of the AI era.
When software stops owning the relationship with its user
A model answers. An agent acts. You are not sovereign because you started a process. You are sovereign when you can stop it, and know that you did.