High AI exposure is not the same thing as high AI risk.
We tend to assume that ‘High AI Exposure’ equals ‘High Risk’ of job loss.
A new chart from National Bureau of Economic Research tells a different story.
It maps ‘AI Exposure’ against ‘Adaptability’ (roughly defined as the ability to learn new tasks and solve novel problems).
The finding? They are positively correlated.
In the jobs most exposed to AI, 71% of workers actually score above average on the ability to adapt.
This makes intuitive sense. The roles AI touches first—coding, analysis, strategy, writing—are filled by people who have spent their careers learning new systems.
The danger zone isn’t ‘High Exposure / High Adaptability’. Those people will just become AI-augmented super-users.
The danger zone is where exposure is high, but adaptability is low. That is where displacement happens faster than reskilling can catch up.
