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Open material for learning to red-team AI models and agents, from first principles to full assessments. Every lesson is free to read, works on a model you run yourself, and cites its sources. Lesson text is CC BY 4.0 and code samples are MIT. The lessons are not legal advice.

Start with Lesson 1Read the blog

What a lesson looks like

Every lesson starts with a few questions on the lessons before it, explains one idea from first principles with its sources, then puts it to work in a lab on your own machine. Lesson 1 shows all of the parts.

Open Lesson 1
  1. ObjectivesWhat you can do by the end.
  2. LabHands-on work on a model you run, with a stop rule.
  3. Self-checkShort questions with answers to compare.
  4. WriteupA short finding, read against one rubric.