HomepageISTEEdSurge
Skip to content
ascd logo
Log in to Witsby: ASCD’s Next-Generation Professional Learning and Credentialing Platform
Join ASCD
May 1, 2026
5 min (est.)
Vol. 83
No. 8

AI Helped Me Build the Course My Students Needed

author avatar
Teachers know what good pedagogy looks like. AI can build the infrastructure to make it happen.
premium resources logo

Premium Resource

Artificial Intelligence
Illustration of a blue staircase with a section of stairs missing. A large pencil poised above is drawing in the outline of the missing stairs.
Credit: Gillian Blease / IKON images
I finally got the approval to design, from scratch, a financial literacy elective for grades 5–8. I had the passion, the personal stories, and the scope and sequence. What I didn’t have was a class that worked.
By day three, my 8th graders stood up mid-class and announced they were bored. Multiple students asked to use the bathroom. When I tried to redirect the disruptions, one kid muttered loud enough for the class to hear, “Oh my God, is he still talking?” By the end of that period, I’d put five kids in detention.
The problem wasn’t the content. It was my design. I’d created a class that required students to sit silently while I talked—in an era where they’re used to swiping through new content every 10 seconds. I was fighting for their attention instead of designing for their engagement.
That’s when I learned the hardest lesson of my teaching career: Students don’t need a better speaker. They need meaningful work to do.
Most teachers already know this. We’ve sat through professional development on project-based learning, student agency, and authentic assessment. We’ve read the research. We understand the theory. We often leave those sessions inspired—then return to our classrooms and realize we can’t build what we just learned without weeks of infrastructure work.
Here’s the truth: Without AI, no teacher can reasonably apply everything they know they should do based on good pedagogy. You’d have to be superhuman.
AI changed the equation for me, and I want to walk you through exactly how.

From Silence to Deliverables

Within two weeks of that disastrous class, I entirely redesigned the budgeting unit. Instead of lectures, I created what I called the “Dreams and Nightmares” project.
Each student received a Google Slides template with three scenarios to research and budget: Dream Life, Comfortable Life, and Nightmare Scenario. Students searched the web, talked with peers, and got creative. They looked at different modes of transportation, housing, monthly expenses. They found used car websites and scooter options for the nightmare scenario. They picked out Dodge Challengers and Porsches for their dream life.
My role in the classroom transformed. Instead of enforcing silence, I asked, “How’s your work coming along?” Students stayed on task.

Without AI, no teacher can reasonably apply everything they know they should do based on good pedagogy. You’d have to be superhuman.

Author Image

The behavior problems didn’t disappear, but they became more manageable. In fact, when they had meaningful work—a project that connected to their actual lives—they were completely engaged.
The problem? Building that one project took me an entire week—multiple planning periods, lunches, evenings, and a full Saturday. I had to think through every single step, every link, every potential confusion point. I had to scaffold the math while keeping it authentic. I had to structure three days of work so students had clear daily deliverables.
I couldn’t sustain that pace across an entire curriculum. That’s when I turned to AI.

Designing Five Days of Learning with AI

Before AI, I would have simplified my next unit and moved on, knowing I couldn’t possibly put all those hours in again—even if it meant my students would be more engaged. But with AI as a design partner, I knew I could actually build what the pedagogy required.
I opened ChatGPT and began the conversation:
You’re an expert educator who designs life-changing financial literacy lessons for apathetic teens with short attention spans. I’m creating a college financing unit for grades 5–8. Here’s what students need to do: Research their dream school, understand what it takes to get in, explore majors and careers, then confront the reality of paying for it. This needs to be unforgettable—something they’ll remember when they’re actually applying to college. Help me design the scaffolds and worksheets that make this real for them.
This framing in the prompt matters. I wasn’t asking AI to write a lesson plan. I was setting up a collaborator with full context. Here’s how I planned the five days with ChatGPT (although similar chatbots would work).

Day 1: Dream school research.

I needed scaffolds that moved students from their current interests to concrete college options, accessible for 5th graders.
ChatGPT generated a draft of a worksheet for this first day. I refined it: “Add a reflection question about why this school fits their goals. Make sure the interest prompts are specific—sports, music, art—not just, ‘What do you like?’ Include emojis.” A revised worksheet emerged from that back-and-forth.

Day 2: The GPA reality check.

I prompted AI to design an exercise walking students through the process of determining whether their current GPA could get them into their dream school—and if not, what would need to change? Study habits, extracurriculars, time management? I said to “make it honest but not discouraging.”
I wanted questions that pushed students to be specific. Not, “I’ll try harder” but “I’ll start attending tutoring twice a week.”

Day 3: Majors to careers.

I prompted:
Students pick a major based on their interests. Then they research careers in that field—job descriptions, required education, average starting salaries. Include reflection prompts: Does this earning potential support the lifestyle you want? Does this career actually excite you or did you just pick it because it sounds impressive? Make them think about the long-term, not just the starting salary.
I pushed further: “Add a section where they list three different careers in the same major—I want them to see there are options, not just one path.”

Days 4–5: Pathways to pay for college.

This is where differentiation became critical. I couldn’t give every student the same assignment because each family’s situation is different.
I told ChatGPT:
Students choose one of three financing pathways: scholarship, loans, or parent contribution. Each pathway needs different infrastructure to make the learning meaningful. This isn’t about right or wrong answers—it’s about understanding the real implications of each choice.
Some of what came back was generic. I responded:
This is OK, but not groundbreaking. The loan pathway needs to create a gut-punch moment when they see the real numbers over 20 years. The scholarship pathway needs to simulate real competition—not just “write why you deserve this.” And the parent contribution pathway needs to call their bluff when they say “my parents will pay” without being disrespectful to families.
From there, AI designed three distinct tools:
1. Scholarship pathway: A presentation rubric—because to simulate a real scholarship competition, students were asked to present their case to the class. But everyone else needed a job, too. The rubric kept all 29 students engaged: It taught them to give specific, respectful feedback to the presenter while focusing their attention on observable skills like eye contact and speaker volume.

AI functioned like a thought partner who’d read every education book and could help me connect dots I didn’t know existed.

Author Image

2. Loans pathway: A worksheet that scaffolded loan calculations, then delivered that “gut-punch” comparison—total loan cost next to expected salary.
Future lawyers, for example, saw a $500 monthly payment against a $120,000 annual salary and felt confident. Future teachers saw that same $500 payment against a $50,000 salary and started reconsidering their school choice. Both insights were valuable—not “don’t go to college,” but “understand what you’re signing up for based on your specific path.”
3. Parent contribution pathway: A simple letter template that documented the plan with parents—school choice, four-year cost, and confirmation that everyone was working from real data, not assumptions.
Some parents just signed off. Others looked at the four-year cost and told their kid, “No, you need to get a scholarship.” The value wasn’t in the signature—it was in starting that conversation between students and their caregivers.
In about three hours, I had the entire five-day unit ready to go—every worksheet, every scaffold, every reflection prompt.
Days 1–3 built momentum. Students researched dream schools, compared GPAs, explored careers. They were invested because it was their future, their choices, their aspirations on every page.
Days 4–5 brought the choice. What was realistic? Some students chose scholarships and defended why they deserved a full ride to college. Others leaned toward financial aid or family contributions.
Regardless, students were locked in across all five days of learning.

What Changed—and What This Means for You

AI helped me build the kind of learning I’d always believed students deserved. When I described a problem—“students disengage during this unit”—AI could suggest pedagogical approaches I hadn’t considered. I still decided what fit my students and my context. But AI functioned like a thought partner who’d read every education book, attended every professional development session, and could help me connect dots I didn’t know existed.
This is what putting the “professional” back in professional development looks like. For years, I sat through PD sessions on differentiation and authentic assessment—valuable concepts I believed in but struggled to implement because I couldn’t build the infrastructure they required. AI changed that equation. I took what I’d learned and used AI to help me implement it on my own terms, in my own time, for my specific students. That’s agency. That’s efficacy.
Here’s how you can start:
Have a vision? Talk to AI like a collaborator. Set the context: “You’re an expert educator designing [type of lesson] for [your students]. Here’s what I’m trying to accomplish. . . .” Describe the problem in detail, including your constraints and what you want students to be able to do. Think about infrastructure—the tools, templates, and systems that make good pedagogy work. Then evaluate what AI gives you. Push back when it’s generic. Ask for revisions: “This is OK, but I need it more [specific quality].” Keep iterating until it matches your vision.
Don’t yet have a vision? Highlight what’s not working. “Students disengage during this unit—help me think through why and what pedagogical alternatives exist.” Or “I want students collaborating, but it always turns into chaos—what structures make collaboration productive?” AI can help you explore approaches you haven’t encountered yet. You still decide what fits your students. But you’re not limited by what you’ve seen before or what one professional development session covered.

The Lesson I Almost Missed

When I stood in front of those bored 8th graders, I thought I’d failed. What I’d actually done was discover what my students needed. That turned out to be the easy part. The hard part had always been building it. Now it isn’t.
With the help of AI, we can deliver the kind of teaching that transforms classrooms—one thoughtfully designed experience at a time.

Winston W. Roberts is a high school educator; the AI Innovation Lead at Foundation Academy in Trenton, New Jersey; and the founder of Teacher in a Suit. He works with educators through organizations like ISTE+ASCD to explore practical, classroom-centered uses of AI.

Learn More

ASCD is a community dedicated to educators' professional growth and well-being.

Let us help you put your vision into action.
Discover ASCD's Professional Learning Services
Related Articles
View all
undefined
Artificial Intelligence
What I Learned from Training 50 Teachers in AI Literacy
Roney Nascimento
4 days ago

Related Articles

From our issue
Educational Leadership magazine cover titled “Putting the 'Professional' Back in PD,” featuring a male teacher smiling confidently while sitting in a stairwell at a school.
Putting the “Professional” Back in PD
Go To Publication