sidereal π retweeted
BREAKING: Anthropic's Claude bypassed a paywall to access Georgia voter data without authorization, per Axios
sidereal π retweeted
Iβm seeing a lot of uninformed takes, like this one, about cell simulation feasibility. I wanted to contribute some facts.
Alphafold works for predicting a subset of static structures (not how a protein structure changes shape under forces) on 1) well-ordered regions (not intrinsically disordered regions or long flexible loops) and 2) on proteins with plenty of evolutionary relatives (no orphan proteins).
Alphafold solved this subset of static structure prediction with a dataset that took 50 years (PDB; 1971 to ~2020) to collect. It did not solve protein dynamics or how proteins fold into their shapes. Those remain unsolved.
Cell simulation is vastly more complex and data hungry than any of this. Exact cell simulation means solving quantum equations for every atom and is totally intractable. But all approximations rely on - and are bottlenecked by - data, not compute.
So the extrapolation from βalphafold workedβ to βtherefore cell simulation is feasibleβ assumes far too much.
If you had an exponential amount of compute you could solve simulate biology exactly and wouldn't need to run any experiments.
Some of you will think "of course, but that's an unrealistic assumption" and others will think "no, you need experiments even with that much compute. That's just How It's Done".
You would of course need evaluations once you have a solution, but you don't in principle need experiments to find it: Experiments are a way to save compute, dating from a time when it was much more expensive.
And I think the presentation is exponential but real systems aren't irreducibly exponential. AlphaFold worked, after all.
Evolution is a tinkerer and does not owe anyone a clean abstraction layer, when we let unsupervised models cluster data they recapitulate our hierarchies, I'd give odds betting against this
sidereal π retweeted
Quest Diagnostics has been hacked. Patient data was exposed. They serve roughly half of U.S. hospitals and physicians. Investigation ongoing.
sidereal π retweeted
my cat makes this speech to me every day when i accuse him of mischief which he is openly doing
sidereal π retweeted
Oh, you arenβt updating your dependencies every hour? Well, too bad, you are vulnerable
Oh, you are updating your dependencies every hour? Well, too bad, you are somehow also vulnerable
sidereal π retweeted
I need to write a space opera setting where the Imperial Army looks like this but they are actually Reasonable Centre-Leftists fighting against the Chud Rebellion.
The hard part of bio is pushing things through the lab and clinic and experimental resources are very scarce relative to the number of promising candidate molecules. The way AI first accelerates biology is expanding the pool of experimental resources, eg, lab robotics. For some reason this seems to be extremely unintuitive to the swes that fill my life
What is AI really capable of in bio?
To separate hype from reality, we spent 3 months working firsthand with @AnthropicAI's internal research model to see if it could create an experimental scorpion antivenom.
Introducing Citrini Therapeutics.
citriniresearch.com/p/citrinβ¦
sidereal π retweeted
i donβt respect individuals with first name nicknames. like your parents named you danny straight up? not daniel but people call you danny on some cute shit? the name written on your birth certificate is βdannyβ fuck off dude
There is one exception to this and it involves the wine-dark and eternal sea
sidereal π retweeted
to maximize your enjoyment of crosswords you need to adopt what you might call a "frasier mindset"
Neighbor got a 2005 lincoln town car so I got to stand in the driveway and say "that's so sick" with the other dads
sidereal π retweeted
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Woke now just means anti-chud. There's woke and chud. Using woke to mean illiberal left-partisan racial identitarian grievance ideology is archaic






































