July 19, 2026 · Learn & Test · 12 lessons
AI Foundations: Learn & Test Track
A guided starter path from AI basics to practical daily workflows. Read the full lessons in the blog, practice inside MagicLearn, and earn completion certificates as modules grow.
Levels 0-11
Blog lessons + practice
Certificate-ready
July 19, 2026 · Learn & Test · 3 min read
AI Level 0: What Is Artificial Intelligence?
Jean TorrealbaFounder, MagicCo
A simple first step for family, friends, and anyone who does not want to be left behind: what AI is, what it is not, and a quick test.
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July 19, 2026 · Learn & Test · 4 min read
AI Level 1: AI, Automation, Chatbots, and Agents
Jean TorrealbaFounder, MagicCo
A simple map for four words people mix up all the time: AI, automation, chatbots, and agents.
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July 19, 2026 · Learn & Test · 4 min read
AI Level 2: How to Ask Better Questions
Jean TorrealbaFounder, MagicCo
Better questions create better answers. Learn the simple prompt formula: context, task, constraints, and output format.
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July 19, 2026 · Learn & Test · 4 min read
AI Level 3: Trust, Verify, and Improve
Jean TorrealbaFounder, MagicCo
AI can be useful and still be wrong. Learn when to trust, when to slow down, and how to verify important answers.
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July 19, 2026 · Learn & Test · 4 min read
AI Level 4: AI in Daily Life
Jean TorrealbaFounder, MagicCo
AI is not only a chatbot. It is often a quiet helper inside tools people already use every day.
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July 19, 2026 · Learn & Test · 4 min read
AI Level 5: Generative AI
Jean TorrealbaFounder, MagicCo
Generative AI helps people create: text, images, media, code, plans, drafts, and ideas.
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July 19, 2026 · Learn & Test · 4 min read
AI Level 6: AI Privacy Basics
Jean TorrealbaFounder, MagicCo
Useful AI starts with careful information. Learn what not to share and how to use placeholders before asking AI for help.
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July 19, 2026 · Learn & Test · 4 min read
AI Level 7: AI Mistakes, Hallucinations, and Bias
Jean TorrealbaFounder, MagicCo
AI can be helpful, confident, and wrong. Learn how to recognize hallucinations, bias, and claims that need review.
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July 19, 2026 · Learn & Test · 4 min read
AI Level 8: From Prompt to Workflow
Jean TorrealbaFounder, MagicCo
A prompt is one instruction. A workflow is a repeatable process. This level shows how AI starts becoming practical work.
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July 19, 2026 · Learn & Test · 4 min read
AI Level 9: AI Agents in Practice
Jean TorrealbaFounder, MagicCo
An agent is AI connected to a goal and approved tools. This level explains how to design agents with limits and review.
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July 19, 2026 · Learn & Test · 4 min read
AI Level 10: Build Your First AI Action Plan
Jean TorrealbaFounder, MagicCo
Turn the basics into action: choose one repeated task, ask clearly, protect private information, review the result, and save what works.
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July 19, 2026 · Learn & Test · 4 min read
AI Level 11: Turn Notes Into Actions
Jean TorrealbaFounder, MagicCo
Use AI for a simple everyday win: turn scattered notes into decisions, open questions, action items, and a short checklist.
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July 19, 2026 · AI Explained · 4 min read
Artificial Intelligence Isn't Here to Replace You. It's Here to Multiply You.
Jean TorrealbaFounder, MagicCo
AI is changing productivity, but not because it removes people from the work. It multiplies the right people when they learn how to think alongside it.
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July 18, 2026 · AI Explained · 3 min read
What an AI Agent Actually Is (and What It Isn't)
Jean TorrealbaFounder, MagicCo
"Agent" is the most used — and most abused — word in AI right now. A plain-English tour of what agents really do, where the hype ends, and how to tell the difference in the wild.
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July 18, 2026 · Guide · 4 min read
Five Questions to Ask Before Buying Any AI Tool
Jean TorrealbaFounder, MagicCo
Most AI purchases fail before the contract is signed. A short field guide to separating tools that will move real work from demos that only look good in the meeting.
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July 17, 2026 · Build log · 2 min read
Opening the Build Log
Jean TorrealbaFounder, MagicCo
Why MagicCo is starting a public notebook, what we plan to share, and how the platform is becoming a living example of the systems we build for clients.
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