Julia Montgomery 🪷

@jmaemontgomery.bsky.social

computational protein engineering scientist 🧪 membrane protein enthusist, tamer of enzymes. cookin' up cool science and even better recipes. (she/her)

Now is a good reminder that machine learning is a rebranding of statistical learning. Reinforcement learning is something I first came across in control theory. Many ML formulations are from information theory, a much more theoretically grounded discipline that's been around for decades.

Casey Newton@caseynewton.bsky.social · last wk.

There's a reason why "these are just statistical predictions" hasn't caught on in the discourse, and it's not the tech press. It's that people see them reading and writing and reasoning and scheming and they realize that the stochastic-parrots framing is outdated and inadequate to the moment

The fact that the Democratic leadership has mobilized against the faction of their party ^that's actually winning elections hand over fist* over the white nationalist fascists who actually threaten our democracy is a gigantic tell. The Democratic leadership are just cooked Inverted Totalitarianists.

The women have won four World Cups, but absolutely congratulations to the men for making it to the knockout round. Yes, this is a reminder that the USA has, in fact, won a World Cup — four of them. In case you heard otherwise.

It would be hard to find a better metaphor than the ongoing tragi-comedy of the algal bioreactor project (previously the reflecting pools) in Washington DC, emblematic of knee-jerk big decisions made about the US scientific enterprise without any thought to long term (even short-term) consequences.

One of the biggest contributors to scientific scepticism among laypeople, IME, is these idiotic nutritional epi studies that come out with conflicting results every year and are uncritically picked up by credulous journos looking for clickbait. Get in the 🗑️. #episky #statsky

Tamar Haspel@tamarhaspel.bsky.social · 6mo ago

You know that coffee & dementia study that's going around? It's hogwash. For starters, it's not pre-registered (that I could find), which means it may have been the product of a fishing expedition looking for dementia associations. But even if it's not ... www.nytimes.com/2026/02/09/h...

New preprint🚨 Imagine (re)designing a protein via inverse folding. AF2 predicts the designed sequence to a structure with pLDDT 94 & you get 1.8 Å RMSD to the input. Perfect design? What if I told u that the structure has 4 solvent-exposed Trp and 3 Pro where a Gly should be? Why to be wary🧵👇

Pre-ACA, I was a postdoc on an NSF fellowship at a university that didn't offer employment benefits to independent fellows. At that time, being a woman meant that my premiums were double that of my male counterparts. The extra cost came out of my grant's budget for benefits, equipment, and travel.

Why does everyone keep calling it “The Epstein Ballroom?” Please stop repeating “The Epstein Ballroom” because it is not called “The Epstein Ballroom!” Don’t tell the news that it’s called “The Epstein Ballroom” and please don’t repost this!!!!!

when you agree enthusiastically with the headline is exactly when you should be most careful to stop and read the article, or even several articles, with a critical eye. things that seem to wildly affirm your most precious priors are the easiest way to lie to you, or to yourself.

piranha cibernética espacial@thatcyberslut.bsky.social · 10mo ago

i’m seeing a lot of reposts of the “AWS CEO said 75% of their code is now committed by AI” or something, and its source is Elon Musk mocking the AWS CEO with the very picture people are reposting like it’s a news article.