Understand AI well enough to decide where it belongs in your business.
42 short lessons, 240 minutes end to end. No code, no maths. Written for owners and operators, not engineers. Free, and it stays that way.
AI Fundamentals
Plain-English lessons on the core AI concepts, for property managers and operators who want to make real decisions about AI without a CS degree.
Lesson 01 · 4 min
What is AI?
Lesson 02 · 6 min
What is an AI Model?
Lesson 03 · 5 min
What is a Wrapper?
Lesson 04 · 4 min
Why Does AI Hallucinate?
Lesson 05 · 4 min
What is a Prompt?
Lesson 06 · 7 min
What is a Context Window?
Lesson 07 · 5 min
What is an API?
Lesson 08 · 5 min
What is a Token?
Lesson 09 · 4 min
What is a System Prompt?
Lesson 10 · 6 min
What is a Tool Call?
Lesson 11 · 5 min
What is RAG?
Lesson 12 · 5 min
What is Multi Modal AI?
Lesson 13 · 5 min
What is AI Reasoning?
Lesson 14 · 5 min
What is an AI Agent?
Lesson 15 · 6 min
AI Agents vs Automations
Lesson 19 · 5 min
What is Agent Memory?
Lesson 22 · 5 min
What is Prompt Engineering?
Lesson 24 · 3 min
Subscription VS Usage
Lesson 16 · 5 min
What is a Skill?
Lesson 17 · 5 min
What is a Harness?
Lesson 18 · 6 min
What is an Orchestrator?
Lesson 20 · 6 min
What is an MCP?
Lesson 21 · 6 min
What is a Vector Database?
Lesson 23 · 5 min
What is Agent Autonomy?
Lesson 25 · 6 min
What are AI Frameworks?
Lesson 26 · 3 min
What is Effort in AI?
AI Models Explained
What each major AI model is good at, from ChatGPT and Claude to Gemini, Grok and Llama, and which one belongs in which part of your business.
Claude Explained
A closer look at Anthropic's Claude and the tools built on it: Claude Code, Cowork and Design. What each one does and where it fits into real work.
The AI Briefing
What shipped this week in AI and whether it changes anything: model releases, prices, benchmarks and tooling, explained for people running a business.
Lesson 01 · 17 min
30 AI Concepts Explained in 17 Minutes
Lesson 02 · 10 min
What They Don't Want You to Know About Fable 5
Lesson 02 · 5 min
Claude Code vs Codex: Which is Better?
Lesson 03 · 9 min
GLM-5.2: Better than Claude?
Lesson 03 · 5 min
Meta's Muse Spark 1.1: Cheap, and Built to Be an Agent
Lesson 04 · 4 min
Kimi K3 is Insane.
Lesson 04 · 9 min
Muse Spark 1.1 Changes Everything...
Lesson 05 · 14 min
How I Plan to Make +200 Videos / Month With AI agents
