AI in education doesn't have to mean replacing thinking with automation. New tools designed specifically for neurodivergent learners are proving that the right technology can remove barriers to learning by changing how information is presented, not by doing the thinking for students.

What's the Real Problem With How Schools Present Information?

For students with dyslexia, ADHD (Attention-Deficit/Hyperactivity Disorder), and other neurodivergent conditions, the challenge often isn't the brain itself; it's the format. Dense textbooks, long novels, and text-heavy assignments create a decoding barrier that can derail learning before it even starts. A student with dyslexia might understand a concept perfectly but struggle so much with reading the material that they give up entirely.

This format mismatch has real consequences. When students can't access the material in a way their brain processes naturally, they fall behind on assignments, lose confidence, and disengage from learning altogether. The traditional classroom approach of "just read it again" or "take better notes" doesn't address the underlying issue: the information is in the wrong format for how that student's brain works.

How Can AI Reformat Learning Without Replacing Thinking?

Two tools are demonstrating a different approach to AI in education. Google Notebook (formerly NotebookLM) and Snorkl are designed to change the format of learning while keeping the cognitive work firmly in the student's hands.

Google Notebook works by letting teachers upload dense, text-heavy material into the platform. The AI then creates alternative formats of that same content:

• Audio Podcasts: Students can listen to an audio version of the material instead of decoding text, removing the barrier that stops many neurodivergent learners cold.
• Infographics: Complex information is visualized rather than presented in paragraph form, helping students who process visual information more easily than text.
• Video Overviews: Short video summaries build background knowledge that fuels deeper comprehension later, without requiring students to wade through dense text first.

Teachers can create these assets and share them through their learning management system, giving students multiple entry points to the same content.

Snorkl takes a different angle. Instead of reformatting teacher-created content, it lets students show their thinking in whatever format works best for them: drawing, writing, or speaking their answers on a digital whiteboard. The AI then provides instant feedback, similar to what a teacher might offer in real time.

This matters because struggling learners often won't raise their hand or ask for help. They might not even understand exactly why they're confused. With instant AI feedback, they get support without having to ask, and they stay engaged in the learning process instead of checking out.

Why Format Change Matters More Than You Might Think

The critical insight here is that these tools don't replace thinking; they enable it. A student solving a math problem on Snorkl's whiteboard while recording their reasoning is doing the cognitive work. They're thinking through why they're taking each step. But now that thinking is visible to both the teacher and the AI, which can offer feedback in real time.

This is fundamentally different from using AI to skip the work. Worksheets and practice problems don't help a student who hasn't grasped the concept yet. You can't effectively practice something you don't understand. With format-changing tools, students get the support they need to understand first, then engage meaningfully with practice.

"These tools are not hindering thinking or short-cutting learning. And they are not changing the way we are teaching. They're changing the format so thinking can happen," noted an education expert familiar with neurodivergent learning strategies.

Education Expert, Edutopia

The feedback these tools provide is especially valuable for students who struggle silently. Rather than simply correcting errors, the feedback keeps students engaged and thinking, instead of allowing them to disengage when they hit a wall.

Steps to Implement Format-Changing AI Tools in Your Classroom

• Audit Your Current Materials: Identify text-heavy assignments and dense readings that might be barriers for neurodivergent learners. These are prime candidates for format transformation using tools like Google Notebook.
• Create Multiple Format Options: Upload key materials into Google Notebook and generate audio, infographic, and video versions. Share all formats with students so they can choose what works best for their brain.
• Use Feedback Tools for Formative Assessment: Implement Snorkl or similar platforms for assignments where you want to see student thinking. Let students choose whether to write, draw, or speak their responses, then use the instant feedback to guide learning.
• Include These Tools in IEPs: For neurodivergent students with Individualized Education Programs (IEPs), format-changing AI tools should be considered essential accommodations, just like extended time or a quiet testing space.

The Bigger Picture: AI as an Accessibility Tool, Not a Shortcut

The concern about AI in schools often centers on students using it to avoid work. But these tools flip that narrative. They're designed to help students do more work, not less, by removing the format barriers that prevent engagement in the first place.

For a student with dyslexia, listening to an audio version of a chapter isn't cheating; it's accessing the content in a format their brain can process. For a student with ADHD who struggles to organize thoughts on paper, drawing and speaking their answer on a whiteboard isn't avoiding the assignment; it's completing it in a way that works for their neurology.

The technology doesn't do the thinking. It removes the format barrier so thinking can happen. That distinction matters enormously for neurodivergent learners who have been told for years that the problem is their brain, when the real problem was always the format.