Resources

The course assumes you are working with a frontier model directly and reading what it produces, not only its answers. Any current tier works for the exercises; what matters is that you can see the reasoning, not the price of the plan.

Enrollment is permit-only, by application, through Penn CIS Waitlisty — the only route into the course. New to Waitlisty? See the advising guide.

Some materials are behind PennKey login via Canvas. Those links carry a 🔒 and will ask you to authenticate once.