Stanford CS329A: A Course on Self-Improvement That Says Out Loud What It Can't Improve
CS329A is built around the generation–verification gap: models can produce the right answer but can't tell which one it is. The conclusion the course draws about itself matters more — today's methods make models more consistent, not smarter. Nine lectures are public, out of twenty.