The small, everyday shift from "no way" to "how do I start?"
Yesterday, I showed my students a set of AI-generated reels from Seeddance 2.0.
Beautiful. Cinematic. Slightly off.
I watched the room. Mouths open. A kind of suspended silence.
Then came the game:
"Wait—that one's fake."
"No, I think that one is."
"I can tell."
And just like that, the room moved from surprise to certainty. As if the point was not to be moved by it, but to prove they could still see through it.
What stayed with me wasn't their confidence. It was how quickly it arrived this time.
Because they weren't rejecting the thing.
They were measuring their distance from it.
Later in the day, as I was going back and forth with a student about her PR plan, she said, "Well, yes, I did use AI to lay the foundation." I didn't think anything of it until later, because that's what I suggested they all do.
But looking back, this was the first time that a student confidently said, "I did."
Not long after that, another student emailed me asking what the 3D AI tool was that I had demoed in class a month or two ago. She wanted to use it to create a virtual world promotion for her PR Plan.
I'm not sure I can adequately describe the change.
It's no longer curiosity. It's intent.
It looks more like a progression:
Reject it — this isn't for me
Try it — just to see
Explain it — here's why it's okay
Ask for help — how do I get better at this?
And somewhere in the middle, something subtle, almost invisible happens:
We don't adopt it.
We justify it.
And then we call that adoption.
Then it showed up somewhere else
I was on a call with faculty — people who, not long ago, were firmly, politely, no to anything AI. Not even Grammarly.
And then:
"I've started using it for recommendation letters…it actually does a better job than I do." "The sheer volume—I just need help."
"I don't know how to learn this fast. Where do I even start?"
Same people. Same tools. With students, it's almost a game. With faculty, it's a concession.
But the shape of it is the same. Once people cross into how, something happens.
They don't just adopt it. They rush to get good at it.
Better prompts.
Faster outputs.
More tools.
What they're chasing is competency. Which isn't the same thing as literacy.
Competency is knowing how to use it. Literacy is knowing how to think with it. You can see the difference immediately.
One person asks, "Write this for me."
Another asks, "What's missing here? Where is this weak?"
Same tool, completely different posture.
We still like to believe we're in control.
We play spot the fake.
We test each other.
We tell ourselves stories about how we're using it.
But that's not the real story.
The real story is that we hesitate out loud…
and then we start using it anyway.
Not because every question is resolved.
But because it becomes useful enough to try.
I've seen this before.
I remember the old reflex around buying books online: skepticism first, then the quiet realization that it was easier.
That was the whole trick. Not a grand conversion.
Just a tiny convenience that kept winning.
That's the part I keep coming back to.
There's a line most people don't notice crossing.
It's not when they understand the technology.
It's not when they trust it.
It's when they stop asking if and start asking how.
By then, the decision has usually already happened.
If you're in the "where do I start" phase, don't overthink it. Start small:
Replace one annoying task:
"How do I structure this week so I get in three workouts and still finish X?"
Ask before you ask:
"I'm about to post this publicly—what are the best answers likely to be?"
That's enough.
This doesn't feel like a turning point.
It feels like a classroom moment.
A faculty aside.
A quick follow-up email.
But that's how it happens.
Not when everyone agrees—
but when enough people begin.
And once they do,
they don't go back.
They just stop talking about it.
Connie