AI Academy
Learn AI from scratch. A structured 5-part course that takes you from "What is AI?" to building with APIs - no jargon, no prerequisites.
Who is this for?
Anyone curious about AI who wants to understand what's actually happening - not just use it, but get it. No coding experience required. Each part builds on the last, but you can jump to any section.
Part 1: What Is AI? (And What It Isn't)
Cut through the hype. Learn what artificial intelligence actually means, how it works at a high level, and why everyone is talking about it.
Part 2: How Large Language Models Work
Understand how ChatGPT, Claude, and Gemini actually generate text - tokens, training, and the Transformer architecture explained simply.
Part 3: Writing Your First Prompt
Start talking to AI effectively. Learn the anatomy of a good prompt, common mistakes, and how to get useful results immediately.
Part 4: How to Choose the Right AI Model
GPT, Claude, Gemini, Llama - there are hundreds of models. Learn how to pick the right one for your task, budget, and skill level.
Part 5: Beyond Chat: APIs, Agents & What's Next
Graduate from chat interfaces to building with AI. Understand APIs, tokens, pricing, agents, and where the technology is heading.
Deep Dives
The 5-part course gets you fluent. These deeper explainers go further into the machinery behind modern models and agents.
What Is a Transformer?
A clear explanation of the architecture behind GPT, Claude, Gemini, and most modern AI systems.
Model Layers Explained
What sits inside a modern model: embeddings, attention heads, feed-forward layers, residual paths, and the output head.
What Is a Harness?
Why the model is only part of the story, and how tools, sandboxes, verification, and routing shape real-world results.