Over the past year, I've found myself noticing how much we celebrate making learning feel easier. AI gets praised because it explains a concept in seconds. Tools get praised for getting learners unstuck faster and helping them find answers more quickly.
But learning isn't just adding new information. It's changing the way you think.
I don't think praising those tools is wrong. A lot of what they do is genuinely exciting. But I've also started wondering if we've quietly begun treating the discomfort of learning as something to avoid.
As a teacher, the moments that stuck with me weren't usually the ones where a student suddenly had the right answer. They were right before that: the long pause, the crossed-out work, the look on someone's face that said, "I thought I understood this, but maybe I don't." Those moments were uncomfortable. I think they're supposed to be.
To be clear, I'm not talking about poor instruction or unnecessary frustration. Those should absolutely be designed away. I'm talking about the effort that comes with changing your mind: confronting misconceptions, letting go of ideas that made sense yesterday and trying on ways of thinking that don't feel natural yet.
That's hard work. AI can change how quickly we access information, but it doesn't change that part of learning. You can ask for an explanation, get a perfect summary and still not understand it. You can land on the right answer without ever building the reasoning that got you there. Information has gotten dramatically easier to reach. Understanding hasn't.
That's why I sometimes worry that we're looking at AI in education through the wrong lens. We get excited about how quickly it gets someone to an answer. I'd rather know whether it gives learners a reason to think. Does it get them to sit with an idea a little longer? Does it help someone notice their own misconception instead of just fixing it for them? Does it help learners stay with a difficult idea instead of immediately moving on?
Removing barriers to learning and removing the work of learning are not the same thing.
Confusing instructions, materials nobody can access and cognitive load that isn't doing anything useful—get rid of all of that. But the effort it takes to change your mind, to really understand something new, isn't the same kind of obstacle, and I don't think we should treat it like one.
The best educators I've known have always understood this. They're not trying to make learning harder for its own sake. They're building a room where it's okay to be confused, okay to revise what you think and okay to not have the answer yet.
I still think about students who spent twenty minutes wrestling with an idea before finally looking up and saying, "Wait... I think I get it now."
That moment didn't happen because learning was effortless. It happened because they kept going long enough for their thinking to change.
As AI becomes a bigger part of learning, I hope that's the part we protect. Changing the way we think has always required effort. If we start treating every moment of struggle like something to eliminate, we won't just change how people learn. We'll change what learning is.