AI is changing who you should hire. Here’s how to get it right

AI makes old hiring filters fit less well. Strategy Science and Gartner both back breadth over narrow depth. Managers now need judgment, not just sector memory. Hire for learning speed before the labor market forces it.
Key points
- Experience is losing its old magic.
- Sector depth still helps, but it now misses the bigger job.
- AI rewards judgment under ambiguity more than pattern repetition.
- Strategy Science and Gartner both point to breadth and manager overload.
- Hire for learning speed, not just familiarity.
This is one of fifty stories I surfaced this week from Surface — a tiny slice of the full feed.


