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Introducing EdSutra Studio: a hands-on AI literacy studio in your browser
By Dr. Sai Gattupalli · · Updated · 2 min read
Interactive simulations, live labs, and a game-like curriculum that teaches how AI actually works — no installs, no accounts, one purchase.
Every learner is already living in a world run by AI — recommendation feeds, chat assistants, cameras that recognize faces. Almost none of them have ever been shown how any of it works. EdSutra Studio is our answer: a complete, hands-on AI literacy studio that runs entirely in the browser, built for learners aged 11 and up.
Lessons you drive, not slides you read
The heart of the Studio is a set of interactive simulations we call sutras — short, memorable lessons where the central object is a working machine, not a diagram. You sort cookies on an assembly line and discover shortcut learning the way researchers did — by getting fooled. You watch a real neural network grade avocados by their squeeze and skin, lighting up as it decides. You open a map of AI's history and trace how Turing's question led to the systems of today.
Every Unit climbs Bloom's taxonomy inside one simulation — Remember, Understand, Apply, Analyse, Evaluate — and each step opens only when the learner has shown evidence in the one before. Create happens in the Labs. And every teaching beat is predict-before-reveal: you commit to a guess before the simulation shows you the truth, because that's how durable learning happens.
Honest mechanisms, always
We hold every lesson to one rule: the thing on screen must be real. When a meter shows confidence, it's computed from a genuine forward pass. When a lab shows learning, real learning steps are running. If something would need a large model to be live, we pre-author it and label it. No fake scores, no theater.
Yours, forever
Module 1, AI Foundations, is free — no account needed. One payment of $99 unlocks every Module, Unit and Lab for one learner, on up to 3 of their computers, plus everything we add to the core later. Applied tracks — cybersecurity, healthcare, astronomy and more — arrive as optional expansions. Nothing is a subscription.
Everything runs on-device and works offline after first load, which means it fits school labs, home study, and low-connectivity classrooms equally well — and progress stays on the learner's computer unless an adult chooses to keep a small copy online.
Updated 28 October 2026: screenshots added, and the examples now describe the current Units. The Avocado Grader and the What is AI? map replaced earlier versions of those lessons. Read what the public release includes.
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