Role guide · Free PDF
AI Engineer
LLM fundamentals, RAG, agents, evals and the questions about your own projects.
AI Basics: What Everyone Should Know
How AI tools work, why they get things wrong, and what they are good for, explained without math or jargon.
Free PDF · sent by email the day it’s ready
Who it’s for
For anyone who uses AI tools at work, or is about to, and wants to understand what is going on underneath: managers, recruiters, analysts, designers, and engineers outside AI.
If you are preparing for an AI engineering interview, start with the role guides instead.
What it covers
- What AI is
- How chatbots work
- Why AI makes mistakes
- Words you’ll hear
What the guide will include
Plain-language explanations
How chatbots produce text, why they make things up and where they fit, with no math.
A one-sentence version of each idea
Short summaries you can repeat in a meeting or an interview without notes.
Words you’ll hear
A glossary of the terms that come up at work: model, prompt, token, context, agent and more.
A PDF you can print
Read it on your phone before the call, or print the sections you want to drill.
Planned contents
The guide isn’t out yet, so chapters and their order may still change.
- 1. What AI is
- 2. How chatbots work
- 3. Why AI makes mistakes
- 4. Words you’ll hear
Free PDF
Get the AI Basics PDF free
The AI ideas everyone should know, in plain language: how ChatGPT works, why it makes things up, and what AI can and can’t do.
Questions about the guide
Is the PDF really free?
Yes. Leave your email and we send the PDF the day it is ready. No payment details, and every email has a one-click unsubscribe link.
When will it be ready?
It isn’t out yet. Leave your email and we send it the day it is; nothing else arrives before then.
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