Lessons

A lesson is a complete, ready-to-run session: a tested sequence of modules with slides, timings, prep notes, and a materials list. We've delivered each of these many times, to groups ranging from primary-school classes to senior executives—pick the one that fits your group and you can run it as-is.

Every lesson ships its slides with full presenter notes—what to say, what to watch for, how long each part takes—so you don't need to have seen it delivered to deliver it yourself.

My First Language Model

The classic LLMs Unplugged workshop. Train a language model on grid paper, then roll dice to generate new text---and see why ChatGPT works the same way. Comes in lengths from 60 minutes to two hours.

high school to adults · 60 minutes to 2 hours · grid

How AI writes stories

A 90-minute primary-school lesson where students discover what AI is, then build their own paper language models and use them to generate stories.

years 5-6 (ages 10-12) · 90 minutes · cutouts

Not sure where to start? My First Language Model is the classic starting point, and comes in lengths from 60 minutes to two hours. If you'd rather assemble your own session from the parts, browse the modules.