Love this. Easy to Advanced, with 5 for extra credit. Thank you

thanks for noticing! this is the first time we're expanding it from 'security at scale' to 'infra at scale', but we've taught this course 2 yrs in a row now

curious to learn how many undergrads took this?

i've followed Rachel and Julia for a long time, but didn't know about Kellan - thanks so much for that.

re: human org scaling - true and this was the most surprising thing for me when i was running the platform org at discord. companies ship their org charts whether they like it or not. and refactoring org charts correctly, at scale, is essentially untested in the modern era

this is exactly the type of pointer i was hoping for, thank you

convex is really elegant and now that you mention it, multiplayer games like their ai-town agent sim is such a great fit for the class - thank you

this is an awesome rec thank you

Blog post: https://ai.meta.com/blog/fair-news-segment-anything-2-1-meta...

A collection of visualizations of every significant layer and neuron of several common “model organisms” which are often studied in interpretability

More details from Andrej here: https://twitter.com/karpathy/status/1683143097604243456?s=46...

+1! There's such a wealth of computer vision approaches of practical value locked up in CVPR and other research papers that could be exposed this way to enthusiasts and semi-pro users