Educational technology experts are already telling us exactly how AI is going to change the relationship between you and your professors. I spent a good chunk of my last post picking apart some of their bigger claims about what all this means for how colleges are run: the money, the strategy, the staff cuts nobody wants to put a name to. That’s a conversation for administrators and provosts, and I’ll leave it over there.
Here, I want to talk about the part that’s actually about you.
Because underneath the strategy language, AI has already made up its mind. It agrees with a certain purple guy who liked snapping his fingers: it thinks it’s inevitable. And on the raw capability question, it’s hard to argue. So let’s skip the debate about whether it belongs in your education and go straight to what actually changes for you, and what doesn’t.
The Job Nobody Could Do Well Anyway
Here’s something worth sitting with: like the experts argue, the standard college lecture was never a great way to teach anyone. One professor, hundreds of students, wildly different starting points, no way to stop and check whether you’re actually following along without embarrassing yourself in front of everyone. It survived for a century because it scaled, not because it worked especially well.
AI is now good enough to take over a big piece of that job: the plain transfer of information. Explaining a concept fifteen different ways until one of them clicks. Noticing exactly where your understanding breaks and fixing that specific gap instead of re-teaching the whole chapter. It doesn’t get tired of your questions, doesn’t judge you for asking something basic, and it’s available at 1 a.m., which is when most of your real questions actually show up.
And then, there’s the assessment (grading). Professors are now experimenting how to grade and provide feedback via AI integration. And not everyone is hating it.
What that’s supposed to free up is the professor’s time and attention for the stuff no machine can do: caring whether you’re actually okay, expecting more from you because they believe you’re capable of it, noticing when something’s off before you say a word, showing you what it looks like to think like someone who’s spent twenty years in a field you’re just entering. That’s not a small list. It’s Resources, in Four Girders language: the humans who notice when you’re offloading instead of learning, and who nudge you back.
Nobody’s Coming to Find You
Here’s the part the optimistic version of this story tends to skip.
Freed-up faculty time doesn’t automatically find its way to you. Your professor isn’t going to chase you down after freeing up three hours a week. They still have hundreds of students, and most of that newly available time will go to whoever shows up, asks the question, sits in office hours, and makes themselves known as a person instead of a name on a roster.
That’s not a knock on faculty. It’s just how time works. The Four Girders point I keep coming back to is that Resources were never just about tutoring centers and apps sitting there waiting for you to use them. They’re about relationships, and relationships take initiative from both sides. If AI hands your professor back three hours, whether that time ever reaches you is a Self-Regulation problem wearing a very convincing institutional-policy costume. Nobody’s going to text you about it.
The Grading Is About to Get More Honest
There’s a second shift worth knowing about before it lands on you unannounced: assessment is changing, and it’s changing because the old kind stopped meaning much. When a five-minute essay can be generated in thirty seconds, that essay stops proving anything about what you actually know. Colleges know this, and a lot of them are quietly moving back toward something older: conversations. Short, live, unscripted exchanges where a professor asks you to explain your reasoning, defend a choice, or walk through how you got somewhere.
If you’ve actually been doing the work, this is good news. It’s much harder to fake understanding in a real conversation than in a polished paragraph, which means the gap between you and the classmate who’s been letting AI do the thinking finally becomes visible again, in your favor. If you’ve been leaning harder on AI than you’d want to admit, consider this your heads-up rather than your ambush: the thing that’s been working for you is about to stop working, and the fix isn’t a better prompt. It’s actually learning the material, which is the whole Learning Strategies girder in one sentence.
The Anxious Part, Briefly
I won’t pretend the job-market fear a lot of you are carrying isn’t real. It is, and pretending otherwise would be dishonest. Nobody, including the people writing confident predictions about it, actually knows which jobs will exist by the time you graduate.
What I will say is that the best hedge against that uncertainty was never a specific skill, and it still isn’t. It’s the same two girders doing the work again: the self-regulation to keep learning something new instead of expecting the thing you already know to stay valuable forever, and the learning strategies that let you actually pick up something new quickly when the ground shifts. That’s not a guarantee. It’s the closest thing to one that exists right now.
Where That Leaves You
AI’s impact on education is coming whether or not you were consulted about it, the same way gravity doesn’t take a vote. That part really is inevitable. What isn’t decided yet is whether it becomes the thing that finally lets someone see you as more than a submission, or the thing that lets you disappear into the back row a little more comfortably than before.
That part’s still yours. Go to the office hours.