Pillar 1
Foundations
Understand what AI actually is before you use it. A beginner-friendly training course on how language models work, the current landscape, and where they fail. No jargon, no math — just clear explanations backed by the best sources on the internet. Five modules. Read them in order.
Modules
What is a Language Model?
The Level 1 intro. Tokens, prediction, training data, and why AI “feels” smart without actually being so.
Live Module 2How LLMs Actually Work
Context windows, temperature, inference, and why models hallucinate. The mental model you need.
Live Module 3The AI Landscape in 2026
Who's who — Anthropic, OpenAI, Google, Meta, open source. What each lab is known for and which tool to reach for when.
Live Module 4Limits and Failure Modes
The five ways AI quietly burns you at work — and the verification checklist that catches them before they ship.
Live Module 5 · CapstoneKey Concepts Glossary
Prompting, context, agents, MCP, RAG, fine-tuning — the vocabulary, explained in plain English. Ends with a hands-on exercise.
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