A live in-school course for grades 8–12 · Mumbai
Think clearly,
so you can use AI well.
A live, 60-minute session in your classroom. Students learn to decode any answer a chatbot gives and direct it like a tool. AI was trained on us, so it makes our brains' mistakes, and one set of thinking skills fixes both.
Step 1 of 3: a random anchor.
Quick gut check.
Is the share of UN member states that are African more or less than 10%?
(That number was handed to you at random. Hold that thought.)
Designed for grades 8–12
A story-driven hour built for top CBSE and international schools in Mumbai, rigorous enough for the brightest students and fun enough that they forget they're learning.
The idea
Decoding AI is a thinking skill. We teach the skill.
Everyone tells students to “use AI responsibly.” Almost nobody teaches them how. The how turns out to be old and well-understood: the bias, statistics, and computer science that explain why a confident answer can still be wrong.
A large language model makes the same mistakes a human brain makes, because it was trained on us. One mental toolkit decodes both, and every idea in the course leads to the same payoff: think clearly, so you can use AI well.
The course · four standalone hours
A ladder toward using AI effectively
Decode any answer, direct the machine, know the machine, verify the machine. Each is a complete hour; together they're a package.
How we teach it
The Mirror Move
The spine of every session: we trigger a bias live in the room, then catch an AI doing the same thing on the projector. Students get fooled, then watch the AI get fooled ten seconds later.
- 01ON US
On us
Run a live experiment on the room with the clicker.
- 02IN THE MACHINE
In the machine
Show the same effect happening inside an LLM.
- 03LIVE AI
Live AI
Demonstrate it on a real chatbot, then and there.
- 04THE SKILL
The skill
State the concrete takeaway for using AI well.
The clicker
Fifty phones. One room. Commit, then reveal.
Every student votes on a phone; nobody sees the result until the presenter hits Reveal. The gap between how confident the room was and how wrong it was is the same gap that makes people over-trust a chatbot.
See the clickerlive vote · what % of UN states are African?
Used badly, AI is a confident liar. Used well, it's a superpower. The difference is whether the human knows how to think.
Every session closes on the optimistic half.
Also from Computational Thinking
Computational Thinking and AI in Law — a single-credit, 16-hour course.
Eight sessions with live demonstrations, two Conversations with Experts and an evaluation, purpose-built for law students. It is the same idea at university level.
Bring the course your students will remember.
Tell us your school and the dates you're considering. We'll send a quote and a sample session.