😭🤣🤪

I’m not sure what face I’m making in that screenshot (lol) but I’m glad you enjoyed! (Funny faces notwithstanding)

idk what it means that so many people I know to be thoughtful, compassionate, and brilliant physicians have told me that - while they love taking care of patients - the growing frustrations and exhaustion they experience in clinical life make the whole thing feel unsustainable in the long-term

how are you such a legend - this is amazing!

all this talk about AI and i’m still sitting here thinking about the warm, familiar embrace of OLS

anyone who made me learn the brachial plexus will now be forced to understand gradients, sorry i don’t make the rules

I can already tell that this paper is going triple-platinum in the Keyes household. Thank you for sharing!

disclaimer: I haven’t finished medical school yet (i will someday!) so this is mostly stolen valor, but even having a small amount of clinical training has imo helped me so much to understand small details that my technical colleagues don’t really notice or care about

"What I find hard to reconcile is, on the one hand, we want to not fall behind on AI writ large. And on the other hand, the very people we need to ensure that agility are being let go.”—Nigam Shah @stanfordhai.bsky.social

(i appreciate the use of benchmarks and think they’re really valuable, but benchmarks must be drawn from some population of possible observations, right? so there will still be sampling error in any metrics computed using a benchmark, even if all models use the same benchmark)

This was such a wonderful read - thanks for sharing it @emilyriederer.bsky.social! I’ve been using poetry for package development recently, but now I’m eager to try uv!🤞 (And seaborn.objects might be a nice alternative to plotnine too!)