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AI Fundamentals
How machines learn from data
Find out what AI actually is, how machine learning turns examples into predictions, and why large language models sound so fluent — and still make mistakes.
AI learning portal · Grades 9–12
Ride three learning lines — from how machines learn, to prompting like a pro, to using AI with integrity. Short lessons, hands-on labs, and XP for every station you finish.
Your route to AI Scholar
3 lines · 18 stations
AI in 30 seconds
Artificial intelligence is a broad field of systems that do tasks we connect with human intelligence — each one built for specific jobs.
Machine learning finds patterns in huge amounts of data instead of following only hand-written rules.
A chatbot generates likely next words. That makes it fluent — and sometimes confidently wrong. Checking its work is your job.
Chatbots·predict·words.·Unbelievably·fluent·≠·always·right!
15 tokens from 8 words. Models read and write in these chunks, not whole words. (Simplified imitation.)
The learning path
Each line is a module of six short lessons. Take them in order or jump to what you need.
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Line 1
How machines learn from data
Find out what AI actually is, how machine learning turns examples into predictions, and why large language models sound so fluent — and still make mistakes.
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Line 2
Use AI assistants with skill
Learn how AI assistants handle your requests, write prompts that get useful results, and use AI to study, brainstorm, research and code — then check the output.
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Use AI with integrity
Spot hallucinations and bias, protect your privacy, cite AI honestly, recognize deepfakes, and decide when a human — not a model — should make the call.
Progress that means something
Lessons unlock completion only after you answer their knowledge checks. Only first-try answers and best quiz scores earn XP, so the numbers reflect what you actually know.
Level 4
Prompt Apprentice
540 XP
Line progress
AI Fundamentals
AI Tools & Techniques
Ethical & Responsible AI
Badges
Line 3 · Ethical & Responsible AI
Every line comes back to one question: is AI helping you learn, or doing the learning for you? Always follow your teacher's AI policy — here's how we think about it.
Usually helpful
Ask first & disclose
Not okay
No sign-up. No downloads. Your progress saves automatically in this browser.
Start here · Line 1
What Is Artificial Intelligence?
Sort out what AI, machine learning, deep learning and generative AI actually mean — and what AI is not.