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The single best thing AI could do for American education is not a chatbot but an individualized lesson plan that catches a child up to grade level.

Drawn from what Joe Liemandt said

What these subjects mean

chat interfaces The text box as the way into a model: whether chat is the future of software or a terrible interface, and what replaces it.

education How children are taught and tested: schools, tutoring, what a lesson at the right level does, and what AI changes.

What Joe Liemandt actually said

  1. Joe Liemandt Founder of Trilogy Software and principal of Alpha School
    The most positive use case if you said, you know, what's the number one thing we could use AI for? It's not giving kids chatbots that's going to work. It's giving them an individualized lesson plan based on their level to catch them up to grade level. And that would be the single best thing we could do to fix education in America.

    Watch from 1:04:47 plays here

    ↗How to Accelerate Learning & Improve Education | Joe Liemandtyoutube.com

    31 Aug 2026 · video · 2h 33m · spoken · machine transcript

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