The shift
Knowing your industry used to be the edge.
Now AI knows it too.
AI blew the door open on knowledge that used to be gated. A frontier model already knows more about your industry than almost anyone on your staff, and it is learning faster every month. Industry knowledge has been commoditised. Your edge has moved to judgment: how you actually make decisions, and the rationale.
Model capability is compounding, and the work these systems do unsupervised keeps roughly doubling.