Free-Public-Lessons
Free AI lessons, a new one every week. Each explains one idea about how AI works, with a video, code you can run and its sources, and is fact checked before release.
- Published
- Role
- Author and maintainer, built with AI assistance
- Summary
- The first lesson, on tokens, released 2026-10-26, with its picture, its check code and what that code printed.
Context
Free-Public-Lessons are free AI lessons, one a week, a sibling to Free-Public-Tools. Each lesson explains one idea about how AI works, with a video, code you can run and its sources. Copy, change and share them anywhere, with no credit needed. Words and media are CC0 and code is MIT-0. Each lesson gets its own art and music ♩ ♪ ♫ ♬ ♬ ♫ ♪ ♩
What is in a lesson
Each lesson has its own page and its own folder: the lesson, its picture, a short Python program that prints the lesson’s numbers, and what that program printed. So every number in a lesson can be run again, and every line is fact checked before release.
Visit the site here:
Evidence
Everything is public: the lessons site and the repository, where each lesson’s folder holds the lesson, the program that prints its numbers and what that program printed.




