When AI Stops Helping and Starts Redefining

At first, AI sat beside us, helping write, sort, calculate.
That was AI-first. Useful. Familiar.
Then something shifted.
Some teams stopped asking how to use AI better
and began asking what work even meant now.
Roles blurred. Decisions softened.
Judgement mattered more than speed.
This wasn’t optimisation.
It was redesign.
AI-native didn’t upgrade the system.
It quietly changed the rules of the game.