How Teachers Can Use AI to Close Classroom Learning Gaps

As of spring 2024, U.S. students were still nearly half a grade level behind pre-pandemic benchmarks in both math and reading, according to NWEA's national research brief. And while some recovery has happened, sixth graders' reading progress slowed by 82% in the 2023–24 school year compared to the year before. The gaps are real — and in most schools, they're growing.

Teachers know this better than anyone. You see it every day: students sitting in the same classroom, years apart in actual understanding. One child thriving on grade-level content while another struggles with concepts from two years ago. Traditional instruction wasn't built to close that divide at scale — one teacher, thirty students, one lesson. But AI tools are starting to change that equation.

Why Learning Gaps Are So Hard to Close with Traditional Methods

The honest answer is: differentiation is extremely difficult to do well when you're managing a full classroom. Research-backed strategies like high-dose tutoring — where a student gets focused, repeated attention on a specific skill — have strong evidence behind them. But they require significant time and resources that most schools simply don't have.

That's the gap AI can fill. Not by replacing the teacher, but by giving every student something that used to be reserved for the privileged few: a patient, always-available tutor that adjusts to their level and never loses its temper when a concept needs explaining for the fifth time.

Research published in Scientific Reports (2025) found that students using AI tutoring learned significantly more in less time compared to in-class active learning, with greater engagement and motivation scores across the board.

Step 1: Identify the Gap Before Deploying the Tool

AI tutoring works best when it's targeted, not general. Before assigning any platform or tool, do a brief diagnostic. This doesn't have to be elaborate — a quick quiz on prerequisite knowledge, a short writing prompt, or even a five-minute conversation about recent work can reveal where a student is actually struggling.

Common patterns to watch for:

• Students who can follow along in class but can't replicate work independently
• Consistent errors on the same type of problem (not random mistakes)
• Students who rush through work to avoid showing they don't understand
• High effort, low output — students who try hard but aren't making progress

Once you know what the gap is, you can direct AI tools at exactly that weakness. A student three years behind in multiplication doesn't benefit from grade-level math content — they need targeted practice at the level where they last had solid understanding.

Step 2: Use AI for Repeated, Adaptive Practice (Not Just Content Delivery)

The most powerful thing AI tutoring does is adapt. Unlike a worksheet or a YouTube video, a well-designed AI tutor adjusts the difficulty, pacing, and style of explanation based on how the student is responding. If they get three questions wrong in a row, it steps back. If they're sailing through, it challenges them more.

This matters especially for gap-closing work, because students with learning gaps often have very uneven understanding — solid on some parts of a concept, shaky on others. A static worksheet can't detect that nuance. Adaptive AI practice can.

Aim for 15–20 minute focused sessions, three to four times per week. Research on deliberate practice consistently shows that shorter, frequent sessions produce better long-term retention than longer, occasional ones. This also fits more easily into a school week without displacing core instruction time.

Step 3: Position AI as the "Silent Practice Partner" — Not the Main Event

One of the most effective models is using AI tutoring during independent work time, while you circulate the room and focus your attention on students who are stuck in ways the AI hasn't resolved. This frees you from explaining the same foundational concept to five different students — the AI handles that — so you can do the higher-value work only you can do: motivating, coaching, connecting.

For schools already familiar with AI tutoring in the classroom, this is the natural next level: moving from general use to strategic deployment for gap-closing.

Platforms like LEAI are built around this model — learning feels like a conversation with a tutor, with structured content delivered in digestible steps and context-aware AI chat that helps students work through what they don't understand. Students set their own pace, and the AI adapts to how they learn best. For teachers, this means a student who's three chapters behind can work through catch-up material at their own speed, while the rest of the class moves forward — without anyone falling further behind.

Step 4: Track Progress and Make It Visible to Students

One reason learning gaps persist is that students often can't see their own progress — especially students who are already discouraged by being behind. Progress tracking is motivational infrastructure.

Use whatever data your AI tool provides. Even basic metrics — lessons completed, streak days, questions attempted — give students something concrete to point to. The moment a student realizes they've answered 200 math questions correctly in a month, something shifts. They stop thinking of themselves as "bad at math" and start thinking of themselves as someone who's been practicing math.

This aligns with what we know about adaptive learning science: visible feedback loops are one of the most reliable predictors of sustained effort and improvement.

Step 5: Communicate with Parents to Reinforce the Effort at Home

Gap-closing rarely happens in school alone. A student who does 15 minutes of AI-assisted practice at home — three times a week — covers significantly more ground than one who only works during school hours. Brief, clear communication to parents about how they can support this makes a real difference.

You don't need elaborate instructions. Something simple works: "Your child is working on fractions this month. If they spend 15 minutes on LEAI a few evenings this week, it will really help. Here's how they log in." Most parents want to help — they just need specific, achievable guidance on what that looks like.

What the Research Actually Says About AI and Struggling Students

A 2024 systematic review of AI-driven intelligent tutoring systems in K-12 education, published in PMC, found that intelligent tutoring systems generally improve learning outcomes across subjects, with the strongest effects for students who are behind grade level. The personalization factor — adjusting to each student's actual level rather than the class average — is where the greatest gains appear.

A separate study found that students actively engaged with an AI tutor achieved an average improvement of up to 15 percentile points compared to peers in the same course without AI tutoring. For a struggling student, 15 percentile points isn't a small number. That's the difference between barely passing and performing confidently.

The key word is "actively engaged." AI tools produce results when students use them consistently — which is why building the habit and tracking streaks matters as much as the tool itself.

Practical Starting Points for Teachers

You don't need to overhaul your classroom to start. Here are three low-effort ways to begin using AI to address learning gaps:

1. Replace one homework assignment per week with AI-guided practice. Choose a skill your class is struggling with collectively and have students work through it at their own pace. Review the results before the next class.
2. Use AI during transition time. Five minutes before lunch or at the end of a lesson adds up to 25+ minutes per week without touching core instruction time.
3. Pilot with your most disengaged students first. Students who struggle with traditional formats often respond surprisingly well to AI tutoring — the conversational, non-judgmental format removes a lot of the social anxiety around not knowing.

If your school is exploring AI tutoring tools for students, LEAI offers a free School Plan that includes school-specific courses and up to 10 AI interactions per day at no cost to students or schools. It's a low-barrier way to see how students respond before committing to anything more formal.

FAQ

Can AI replace the teacher when addressing learning gaps?

No — AI works best as a complement to teaching, not a replacement. AI handles repetitive practice, immediate feedback, and personalized pacing, freeing teachers to focus on relationship-building, complex discussion, and emotional support that only humans can provide.

Which subjects benefit most from AI tutoring support?

Math and reading show the strongest results in research, but AI tutoring tools are effective across science, history, coding, and language learning. Any subject where students need repeated practice and instant feedback benefits from AI support.

How do I convince my school to adopt AI learning tools?

Lead with data: research shows AI tutoring can improve student performance by up to 20%. Propose a small pilot — one classroom, one subject, one term. Measure results against a control group, then share the outcome with administration. Start small, prove the impact, then scale.

Sources

1. NWEA (2024). Recovery Still Elusive: 2023–24 Student Achievement Highlights Persistent Achievement Gaps.
2. Scientific Reports (2025). AI tutoring outperforms in-class active learning: an RCT introducing a novel research-based design.
3. PMC / National Library of Medicine (2024). A systematic review of AI-driven intelligent tutoring systems (ITS) in K-12 education.
4. Edutopia. Using AI Tools for Differentiated Instruction.