THE FREE ONEPROMPT FIELD GUIDE
Inside AI
Free guide · PDF + plain text
Understand seven essential AI concepts, see their limits, and know what to check before trusting an AI answer.
A short read. A lasting reference.
Allow 20–30 minutes, including the short learning checks. You need simple arithmetic, no programming and no paid AI account.
Inside the guide
Explore how language becomes numbers, what neural networks learn, how attention works, why LLMs predict tokens, where hallucinations come from, what reasoning means, and how intelligent machines perceive the physical world.
14 PAGES / ORIGINAL DIAGRAMS / SOURCES