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About openLesson

An AI Tutor That Listens to You Think

The best way to learn isn't being told the answer—it's discovering it yourself through the right questions. openLesson listens to your reasoning and asks questions that reveal gaps you didn't know you had.

How openLesson Works

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1

Pick Your Topic

Choose what you want to understand better — math, physics, business concepts, anything.

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2

Think Out Loud

Explain your reasoning verbally. Our AI analyzes your speech in real-time for logical gaps.

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3

Get Questioned

Receive targeted guiding questions that reveal what you don't quite understand yet.

Try Your First Session Free →

Use It Your Way

openLesson adapts to how you learn—at home, in the classroom, or at work.

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Homeschool

Guide your kids through any subject with AI that asks the right questions.

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Schools

Classroom tools that let teachers see how each student thinks.

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Enterprise

Train teams on products, compliance, and sales through active learning.

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Certifications

Prepare for AWS, PMP, and other exams by truly understanding the material.

Want personalized guidance? Try 1-on-1 coaching →

What Makes openLesson Different

Most AI tools give you answers. We help you find them yourself.

👂

We Listen, Not Lecture

ChatGPT answers your questions. openLesson listens to YOUR answers and finds the holes in your reasoning.

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Audio-First Learning

Speaking activates different neural pathways than typing. When you verbalize your thinking, gaps become obvious.

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Never Gives Answers

We use guided questioning — leading you to understanding through questions, not handing you solutions.

The Story

For seven years, I've solved hard problems live on camera—quantum mechanics, competition math, theoretical physics—with zero preparation. No scripts. Just real-time thinking, mistakes and all.

I'm Daniel Colomer, and through Uncertain Systems, I've done hundreds of hours of streaming and 1-on-1 coaching. Along the way, I noticed something: the students who improved fastest weren't the ones I gave the best explanations to. They were the ones I asked the best questions of.

Guided questioning — asking questions that expose gaps in understanding — has been the gold standard for teaching for millennia. But it doesn't scale. A great tutor has to listen carefully, detect where reasoning breaks down, and ask precisely the right question at the right moment.

That's what openLesson is: an AI that listens to you reason out loud, detects gaps in your understanding, and asks the questions that help you find answers yourself. It never tells you what to think — it helps you think better.

Watch Me Think

Real-time problem solving on Uncertain Systems. No scripts, no edits. Uncertain Systems

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Watch more on YouTube

What We Believe

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Understanding Over Answers

We believe the goal of learning is to understand deeply, not to get answers quickly. That's why we never give solutions — only questions.

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Open Source

Education technology should be accessible to everyone. openLesson is fully open source — run it yourself, modify it, build on it.

🎙️

Audio-First

Speaking activates different cognitive processes than typing. When you verbalize your reasoning, gaps in understanding become obvious.

🏛️

Guided Questioning

Questions that guide you to understanding rather than telling you what to think. The best way to learn is to discover answers yourself.

Fully Open Source

openLesson is released under an open source license. You can self-host it, modify it, and build on it. We believe educational technology should be accessible to everyone.

View on GitHub

Frequently Asked Questions

openLesson currently supports English only. We're actively working on adding support for Spanish, French, German, Portuguese, and other languages — coming soon!

The $UNSYS token is a Solana-based token that lets you financially support openLesson and become a Partner. Partners stake tokens and earn revenue share (10-50%) from users they refer. It's our way of aligning incentives with our community. Learn more in the Partner dashboard.

Stake $UNSYS tokens to become a Partner and earn revenue share from your referrals. Bronze (1M tokens) earns 10%, Silver (2M) earns 30%, and Gold (5M) earns 50%. Partners get a unique referral link and can track earnings in their dashboard.

Most AI tools give you answers when you ask questions. openLesson flips this: it listens to YOUR answers and asks you questions when it detects gaps in your reasoning. It's the Socratic method, powered by AI.

We offer a free tier with limited sessions per month. For unlimited learning, check out our Regular ($9.99/mo) or Unlimited ($19.99/mo) plans on the pricing page.

Yes! openLesson works for any topic you want to understand better — math, physics, history, business concepts, certification prep, and more. If you can explain it, we can question it.

Get in Touch

@uncertainsysdaniel@uncertain.systemsYouTubeGitHub

Experience it yourself

Start your first session free. See what guided questioning feels like.

Get Started Free

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