About the challenge
Build AI tools that actually work for neurodivergent learners. By the community. For the community.
Most AI tools in education were built for a narrow definition of "normal." Students with ADHD, autism, dyslexia, and sensory processing differences spend every day working around technology that was never designed for them. Accessibility shows up — if at all — as a feature bolted on at the end.
This hackathon flips that. We challenge student builders to start from a different question: not "how do we add accessibility features?" but "what would this tool look like if a neurodivergent user were the primary user from day one?"
Over one week, you'll build an AI-powered tool designed with neurodivergent youth — and the best projects will be showcased at the Stanford Neurodiversity Summit in September 2026.
What makes this different
- Designed WITH, not just FOR. Every project must involve at least one real neurodivergent user in its design or testing. Show us what they told you and how it changed your build. This is the heart of "nothing about us without us."
- Accessibility-first by design. A full week to build — not a 48-hour crunch. Camera-optional sessions, asynchronous participation, solo or team, all communications in written and video form.
- A real stage for your work. Winners present at the 2026 Stanford Neurodiversity Summit (Sept 19–21).
- Beginner-friendly. No prior AI experience required.
Three challenge tracks — pick one
- Track 1 — AI for Learners Who Think Differently: AI tools for neurodivergent K–12 students. Adapt your tool to the student, not the student to your tool.
- Track 2 — AI for Connection & Wellbeing: AI tools supporting social skills and mental health — a genuinely safe space to practice, express, and be understood.
- Track 3 — AI Creative Amplifier: AI tools that unlock creative expression, meeting neurodivergent creators where they are.
Organized by IncludEDU, a non-profit dedicated to inclusive education, in partnership with the Stanford Neurodiversity & Education Alliance (NNEA).
More than a hackathon — a way in. IncludEDU is a global, student-led non-profit, and we're growing. If this mission resonates with you, we'd love to have you in the community for the long run — join an existing IncludEDU chapter, or start a brand-new one in your own school or city. Building here is the perfect first step. Reach out at contact@includedu.org to get involved.
Get started
New to hackathons or to building with AI? Here's your path from zero to submission.
- Register on this Devpost page (click "Join hackathon" at the top).
- Join our Discord to meet teammates, ask questions, and request a mentor. discord.gg/bEXbrJxvu
- Pick your track — Learning, Connection & Wellbeing, or Creative Amplifier.
- Attend the August 1 kickoff for three beginner workshops: Intro to AI APIs · Designing for Neurodiversity · From Idea to Prototype in One Week.
- Find your neurodivergent user early. This is required. It can be a teammate, a classmate, a family member, or a volunteer from our community — talk to them before you build, not after.
- Build, test, and record a 3-minute demo.
- Submit on Devpost by Saturday, August 8, 11:59 PM PT.
You don't need to be an expert. Teams of 1–5 are welcome, solo is fine, and mentorship is available all week. Start small, ship something real, and let your user's voice shape it.
Want to do more than one hackathon? Join the movement. IncludEDU runs on students who care. Join an existing chapter, start your own, or help run future events — email contact@includedu.org with the subject "I want to get involved."
Requirements
What to Build
Build an AI-powered tool that serves neurodivergent youth, addressing one of the three tracks:
- Track 1 — AI for Learners Who Think Differently. Tools for neurodivergent K–12 students. Examples: task-initiation support for ADHD; real-time text reformatting for dyslexia (font, spacing, color overlays, read-aloud with synced highlighting); turning abstract concepts into visual or spatial representations; sensing disengagement and shifting approach before a student gives up.
- Track 2 — AI for Connection & Wellbeing. Tools supporting social skills and mental health. Examples: judgment-free practice of social scenarios at the user's pace; helping users with alexithymia name emotions and find coping strategies; detecting early signs of emotional overload and offering gentle de-escalation; bridging neurotypical and neurodivergent communication.
- Track 3 — AI Creative Amplifier. Tools that unlock creative expression. Examples: gesture, voice, or drawing inputs driving AI music or visual art; organizing a hyperfocus idea-flood into finished, shareable work; helping non-speaking individuals direct AI art; helping writers structure narratives while preserving their unique voice.
Your project can be a web app, mobile app, chatbot, browser extension, API tool, or any other format — whatever best serves your solution.
Two universal requirements for every project:
- AI used meaningfully — not just a thin wrapper around a chat API.
- Real neurodivergent users involved in your design or testing, with that engagement described in your submission.
What to Submit
Submit all of the following on your Devpost project page by Saturday, August 8, 2026, 11:59 PM PT:
- Demo video (3 minutes max). Upload to YouTube or Vimeo and link it on your project page. Show what your tool does and how a neurodivergent user interacts with it.
- Project description. (Entered directly on the Devpost submission form) Cover: the problem, your target users, how AI is used meaningfully, and how you involved neurodivergent users in design or testing (who was involved, what you learned, how their feedback shaped the project).
- Public source code. A link to a public GitHub repository.
Prizes
Grand Prize
Track Winner: AI for K–12 Learning
Track Winner: AI for Connection & Wellbeing
Track Winner: AI Creative Amplifier
Neurodivergent Innovator Award
Devpost Achievements
Submitting to this hackathon could earn you:
Judges
Lawrence Fung, M.D., Ph.D.
Head Advisor, Stanford NNEA
Judging Criteria
-
Impact on Neurodivergent Youth — 30%
Does this meaningfully address a real need? Is impact demonstrated, not just claimed? -
Innovation in AI Application — 25%
Is AI used meaningfully and creatively — not just a chat interface wrapper? -
Usability & Accessibility — 25%
Could a neurodivergent individual actually use this comfortably? Designed with — not just for — them? -
Technical Execution — 10%
Does the prototype work? Is the code reasonably structured? -
Presentation Quality — 10%
Is the problem, solution, and impact communicated clearly?
Questions? Email the hackathon manager
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