Curious Builders
Learn AI. Never Forget.
Interactive, first principles lessons for people who use ChatGPT and want real intuition. No hype, no fear.
AI Is Prediction
FreeOne idea explains ChatGPT, Netflix, fraud alerts, and self driving cars.
16 min ยท 11 steps
Rules Versus Learning
FreeWhen should a human write the rules, and when should the data write them?
15 min ยท 10 steps
Talking to AI: Prompting
AccountSame model, same question. A good prompt gets an answer ten times better.
16 min ยท 11 steps
How AI Reads: Tokens And Meaning
AccountA model never sees your words. It sees numbers. Here is the translation.
17 min ยท 10 steps
Neurons And Deep Learning
AccountA neural network is stacked prediction units, not a digital brain.
20 min ยท 10 steps
Why AI Makes Things Up
AccountModels do not lie. They predict fluent text, and fluent is not the same as true.
16 min ยท 9 steps
The Real ML Workflow
AccountThe model is twenty percent of the job. The loop around it is the other eighty.
18 min ยท 9 steps
