Whole-day syllabi: one topic, ten or so linked pages, every paper cited to a fetched source, with a schedule you can actually follow from breakfast to dinner.

• A Day on Amazon Ads - how the Sponsored Products auction works and how the machine learning around it is built: mechanism design, autobidding theory, the prediction stack, RL and generative bidding, Noam Brown’s search-plus-learning program, learning agents and collusion, measurement inside an auction, and what Amazon has disclosed. About 150 papers.

More days will accumulate here. Parent notes live under Notes.