Lesson 1Chapter 15 min
AI Memory for Middle Schoolers
Have you ever come back to a chatbot a day later and it acted like you were strangers? That is what happens when AI forgets. This lesson shows how AI keeps memories — and how you already use the same trick every day at school.
The analogy: The Homework Desk
- 💡 One big analogy
- 🛠️ A hands-on activity
- 📝 A 3-question quiz
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Lesson 2Chapter 25 min
AI That Uses Tools, for Middle Schoolers
A chatbot that only talks is fun, but a chatbot that can actually check the weather, solve math, or book a study room is useful. The secret is the tool call — a neat order form the AI fills out to ask another program for help.
The analogy: The Lunch Order Form
- 💡 One big analogy
- 🛠️ A hands-on activity
- 📝 A 3-question quiz
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Lesson 3Chapter 35 min
How AI Learns From Trying, for Middle Schoolers
Ask a chatbot a question and it answers once. Give an AI agent a big job — like planning a party — and it has to try steps, check whether they worked, and fix its mistakes. That repeating pattern is called an execution loop, and it is how AI gets things done.
The analogy: Beating a Video Game Level
- 💡 One big analogy
- 🛠️ A hands-on activity
- 📝 A 3-question quiz
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Lesson 4Chapter 45 min
AI That Checks Its Work, for Middle Schoolers
Some AIs answer from memory — and memory makes things up when it is fuzzy. RAG (Retrieval-Augmented Generation) lets AI look facts up in a library before answering, the way you use notes in an open-book test.
The analogy: The Open-Book Test
- 💡 One big analogy
- 🛠️ A hands-on activity
- 📝 A 3-question quiz
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Lesson 5Chapter 55 min
A Team of AI Helpers, for Middle Schoolers
One AI trying to do everything is like one kid trying to plan, research, build, and grade their own project — it gets tired and misses things. That is why some AI systems are teams: several specialist AIs with a supervisor who keeps them in sync.
The analogy: The School Play Crew
- 💡 One big analogy
- 🛠️ A hands-on activity
- 📝 A 3-question quiz
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Lesson 6Chapter 65 min
Safety Rules for AI, for Middle Schoolers
The more an AI can do, the more it can accidentally do wrong. Serious AI systems come with guardrails — the seatbelts, traffic lights, and permission slips of AI — so powerful helpers stay safe helpers.
The analogy: Playground Rules
- 💡 One big analogy
- 🛠️ A hands-on activity
- 📝 A 3-question quiz
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Lesson 7Chapter 75 min
Watching AI Play the Game, for Middle Schoolers
AI usually hands you an answer and hides the why. Observability is how engineers watch everything an AI did, step by step — the replay camera and scorecard that turn 'seems fine' into 'proven fine.'
The analogy: The Basketball Coach's Film Room
- 💡 One big analogy
- 🛠️ A hands-on activity
- 📝 A 3-question quiz
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