Learning design for neurodivergent learners

Work in progress. Public outline; prose to follow.

The default is not neutral

“Universal design” is usually neurotypical design with ramps added. Designing from neurodivergent cognition tends to produce better outcomes for everyone — the curb-cut effect, applied to learning.

What autistic learners tend to need

• Written over oral. Re-readability; no reliance on real-time social parsing.
• Structure and predictability. Clear processes, defined roles, low ambiguity.
• Hyperfocus honored. Long uninterrupted blocks beat fragmented “standup” days. (AuDHD participants reported standup hurt wellbeing.)
• Interest as engine. Motivation scales with topic alignment, not external reward.

What ADHD learners tend to need

• Time-boxing and externalized structure (Pomodoro, time-blocking).
• Notification sovereignty. Tooling that protects focus by default.
• Asynchronous review. “Ask me to record the call and re-watch it” — replayability beats real-time comprehension.

What breaks them in current LMS design

• Forced synchronous everything; social-pressure features; gamified streaks that punish bad days; assessment that conflates social performance with skill.

The design bet for Mneurix

• Build the system of record first; let the intelligence layer honor it.
• Default to written, asynchronous, replayable, structured.
• Make accommodations cheap to grant (reduce the extra labor) rather than special to request.

Cross-links

• This is the bridge to learn (credentialing-trust reasoning) and strategy (learning-as-infrastructure).

Draft. Prose to follow.