There's something kind of remarkable happening in New Hampshire classrooms right now. Not the flashy, TED-talk version of AI in education — robots teaching algebra or whatever — but quieter, more interesting stuff. Teachers figuring things out in real time. Administrators cautiously dipping their toes in. Students who, let's be honest, are already way ahead of the adults on most of this.
We talked to folks in the NH ed-tech community and dug into what's actually being tried across the state. Some of it is genuinely exciting. Some of it is messy. All of it is worth paying attention to.
Personalized Learning Pilots Are the Big One
The concept isn't new — personalized learning has been an education buzzword for at least a decade. But AI is finally making it actually workable in practice, not just in theory.
Several NH districts are experimenting with platforms like Khan Academy's Khanmigo and similar AI-tutoring tools that adapt to individual student pace and comprehension. The idea is simple: a student who's crushing fractions shouldn't sit through the same lesson as a student who's still shaky on the concept. The AI figures out where each kid is and adjusts accordingly.
A middle school teacher in the Merrimack Valley area told us she's been using an adaptive math platform for about a semester now. Her take? "It's not replacing what I do, it's more like having a really patient teaching assistant who never gets tired of explaining the same concept seventeen different ways." That framing stuck with us. The tool handles repetition and drill work, she handles the human stuff — motivation, context, the moments where a kid is clearly struggling with something that isn't actually about math.
That division of labor feels right to us. And it's what the better AI education tools seem to be designed around.
Writing Assistance — And the Cheating Question Nobody Wants to Ignore
Okay, we have to talk about ChatGPT in schools because pretending it isn't there would be absurd. Students are using it. Teachers know students are using it. The question every NH school is wrestling with differently is: now what?
Some districts went straight to bans. Understandable, but probably not sustainable. You can't really ban a tool that lives in every student's pocket.
More interesting are the schools experimenting with AI as part of the writing process rather than a replacement for it. One high school English teacher in the Concord area described an assignment where students used an AI tool to generate a first draft on a topic, then spent the rest of class tearing it apart — identifying what was wrong, what was missing, what felt hollow. "They became really sharp critics really fast," she said. "When it's your job to find the flaws, you read differently."
That's genuinely clever pedagogy. And it reframes the cheating anxiety a bit. If the assignment is to analyze and improve AI output, the AI can't really do the assignment for you.
Not every school is there yet, and that's fine. These things take time to figure out. But the districts that are treating AI as a teachable subject rather than just a threat are doing something worth watching.
Special Education Applications — This Is Where It Gets Really Interesting
This might be the area where AI has the most immediate, tangible impact and it's not getting nearly enough attention.
Text-to-speech and speech-to-text tools powered by modern AI are dramatically better than they were even three years ago. For students with dyslexia, processing disorders, or physical disabilities that affect writing, these tools are genuinely life-changing in a way that's not hyperbole. A student who spent years feeling like the written word was a wall they couldn't get over suddenly has scaffolding.
Several NH special education coordinators have mentioned AI-assisted communication tools for non-verbal students as well. These systems can learn a student's patterns over time and make communication faster and more expressive. It's not perfect technology, nothing is, but the trajectory is really promising.
The IEP (Individualized Education Program) process itself is also getting some AI attention — tools that help educators draft, track, and update these documents more efficiently so they can spend more time actually working with students and less time buried in paperwork. That's a less glamorous application but honestly a really practical one.
Professional Development: Teachers Learning Alongside Students
Here's something we don't talk about enough. Teachers are being asked to navigate AI tools in their classrooms without much formal training on how any of this works. That's a tough spot to be in.
Some NH districts are addressing this head-on. SAU 16 and a few others have started running internal workshops where teachers experiment with AI tools themselves — not just learning how to use them, but developing their own opinions about where they're useful and where they're not. That's the right approach. Teachers who've actually played around with these tools are way better equipped to guide students through them.
The NH Department of Education has also been developing guidance documents, though many educators feel the guidance is still catching up to reality. That gap is probably unavoidable when the technology moves this fast.
What We're Watching For
A few things feel worth keeping an eye on as this all develops.
Equity is a real concern. AI-powered tools often cost money, and not every district in NH has the same budget. If personalized AI tutoring becomes genuinely effective, we need to make sure it's not just available to students in wealthier districts. That's a policy conversation the state needs to be having out loud.
Data privacy is another one. These tools collect a lot of information about students — learning patterns, performance data, behavioral signals. Who owns that data? How is it stored? NH has some of the strongest privacy instincts in the country, and those instincts should absolutely apply here.
And then there's the longer question of what we're actually preparing students for. If AI handles certain cognitive tasks, what skills become more important? Critical thinking, creativity, the ability to evaluate information — these things were always important, but they're becoming essential. The schools that are thinking about that question now are going to be in a better position than the ones waiting for a definitive answer.
We're genuinely excited about what's happening in NH classrooms. It's not perfect, it's not figured out, and that's kind of the point. The experimentation happening right now is how we learn what actually works.
