A study desk with an open notebook of diagrams and a small chalkboard
In development

Courses

Short guided courses on how AI works, from first principles, taught the way the books are written.

Courses are guided paths: short lessons, a quiz to check yourself and, in most, a toy to play with. Most start from a card on the Facts & News board. When a fact makes you say wait, really?, a course is where you find out why.

Stepping stones across a meadow up to a small white lighthouse

Start here · Open Draft

How AI Reads

Tokens, context windows and memory, from the first word a model sees to the last.

  1. The pieces a model reads
  2. How much fits at once
  3. What it remembers afterwards
A brass balance scale weighing one pebble against a stack of tiny paper squares

Curious · Open Draft

What AI Costs

Chips, power and price per token, and why the price keeps falling while the bills keep rising.

  1. Paying by the token
  2. The machine room
  3. Why prices fall
A tiny wooden automaton carrying a folded note across an open desk planner

Curious · Open Draft

Agents at Work

What an AI agent is, where it helps, and how to brief one for a real task.

  1. From chat to agent
  2. Handing over a task
A small white robot arm stacking teacups on a kitchen counter

Curious · Open Draft

Robots in the Room

Why the physical world is the hard part, and what is changing now.

  1. Hands are hard
  2. Learning from people

Most courses start with a card.

Browse the Facts & News board; every card that goes deeper says which course to take.

A question, or a course you would like to see? hello@pangoralabs.com