One thing I’m noticing in organizations is that AI tends to amplify judgment rather than replace it.

I think experienced people move faster because they can evaluate the output and redirect it, less experienced people often struggle because they don’t yet know what “good” looks like.

The interesting long-term question is how companies rebuild the environments where that judgment gets developed in the first place.