There's a conversation happening about AI raising the floor. The baseline of acceptable work is going up. That sounds like a good thing. And in many ways it is. But there's a neuroscience consequence that doesn't get unpacked enough.
When the baseline of acceptable work changes, the baseline of what your brain finds worth engaging with changes too. Tasks that used to demand focused attention—drafting, structuring, producing variations—now sit below the threshold the brain naturally activates for. So the brain doesn't fully engage. Not because you're lazy. Because the effort required no longer matches what the brain has learned to treat as challenging.
This is worth sitting with. Because it means the question isn't just what we are offloading to AI. It's what neural systems go quiet when we do. And what does the research actually tell us about when that's fine and when it genuinely matters?
There's a difference between handing off a task that didn't need you and handing off a task that was quietly building something you need. That distinction is where the real conversation lives. Not the cultural debate. Not the mechanism. The question of what's actually happening inside the brain—and what to do about it.