Do AI tools make us notice less over time?

I keep running into this with AI helpers in everyday work: they save time, but they also make me trust my first pass a little too quickly.

That seems fine until the tool gets the shape of the task right while quietly missing the one detail that actually matters. How are people keeping their own judgment in the loop when the software starts doing more of the obvious work?

That “first pass feels done” effect is real.