All of Artificial Intelligence on a single sheet
120 current AI concepts grouped by domain, with explicit connections. Print it out and keep it handy the next time someone brings up "building a RAG agent" in a meeting.
One email every two weeks, tops. Unsubscribe with a single click anytime.
- LLM & Tokens
- Context Window
- Embeddings
- Vector DB
- Hybrid Search
- Chunking
- Tools & MCP
- Human-in-the-loop
- Multi-Agent Flow
Answer yes to the first one and you just saved yourself an entire project.
Does this sound familiar?
You are in a meeting. Someone proposes something using five terms you don’t fully master.
Everyone nods.
You nod.
And you walk out not knowing if you just approved something costing $2,000 or $200,000.
It’s not that you don’t get it. It’s that there’s a vocabulary layer slipping past you, with three new acronyms popping up every month. And the worst part isn’t not knowing them—it’s not knowing which ones actually matter and which will evaporate next year.
What you get
120 concepts grouped by zone. From fundamentals to autonomous agents, ordered for maximum comprehension—not alphabetical listing.
Visual connection maps. No AI concept exists in isolation. The map shows what leads to what—something asking a chatbot won’t give you.
The agent decision tree: Do you really need an agent? 5 quick questions. Answering "Yes" to the first one could save an entire project.
Acronym cheat sheet. RAG, LLM, MCP, HITL, AGI, CoT. One line each, zero condescension.
Five core vendor validation questions. The exact questions that reveal if a vendor actually knows what they’re talking about.
That's everything inside. Want it?
One email every two weeks, tops. Unsubscribe with a single click anytime.
Who it is for
For decision-makers, managers, consultants, marketing leads, and educators who need to evaluate or explain AI without obtaining a Computer Science degree.
Consultants. Executives. Marketing professionals. Teachers. Anyone using these tools daily who suspects they are being sold half-truths.
Who it is NOT for:
If you are a software engineer looking to build LLM infrastructure from scratch, this will feel too basic. I have other resources tailored for devs.
About the author
Bezael Pérez
15 years of software engineering and tech instruction. I train technical teams and explain these exact concepts monthly to non-programmers who must make strategic decisions.
This map summarizes "The Artificial Intelligence Map", the book detailing all 120 concepts step-by-step.
Download it, print it, pin it.
Your next AI meeting will find you prepared with the map right in front of you.
One email every two weeks, tops. Unsubscribe with a single click anytime.