The usefulness of alphafold had been grossly overstated by science media. The structures it generates are mostly nonsense, they typically can’t generate molecular dynamics simulation trajectories with the correct physical properties, which makes them not useful for drug discovery. in computational biology today you’ll most often find them in use as a starting point for structure refinement or as one of many sources of data for some integrative method. Again, not useless, and an improvement over previous structure prediction algorithms, but they didn’t ‘solve protein folding’ or anything, like Google might have you believe. I don’t put much stock in Nobel prizes, I mean, they gave one to Henry Kissinger.
Google also released alphafold 3 under a strict non commercial license, which severely limited its usefulness for both commercial and academic work, the latter of which all but requires using more permissive licenses. I assume Google wanted to monetize a commercial version of it at some point.
I’ve been using Openfold 3 in some work I’ve been doing recently, and while the software is a bit undercooked, it does produce structures similar to alphafold 3 without any of Google’s bullshit. So I wouldn’t worry too much about this announcement. The protein folding will continue with or without them
Though it does suck that attention is being diverted to LLM development because it’s so good at giving the illusion of being smart while still getting so much wrong.
So instead of continuing a project that could cure diseases and help understand human biology they’ll focus on a system I use for asking questions like “What adhesive is best to attaching siding trim?”
At this point in time ai is just a data gathering tool
Exactly. No offense to the average liberal but this whole “but what will happen to all the compute and data centers when the AI bubble bursts” is so tiring.
Firstly, the fascist regime will absolutely bail out a few key companies. Secondly, all those centers will be used for mass surveillance, war games, predictive policing (and population control), and all the other shit in the fascist grabbag.
There is absolutely a level of speculation to this insane bubble. I’m not going to sit here and tell you to ignore the evidence of your eyes. Obviously there is an aspect of short sighted money chasing (pretty standard capitalist bs), and there is absolutely an aspect of corporate greed and the companies trying to outbuild, outcompute one another. But for the people at the top (Miller, Thiel, Elston, Musk maybe, and others), they absolutely have long term goals. They are definitely getting rich off the bubble and benefiting from the short term insanity, but there is more there.
These neofeudalist assholes want to see us in chains, under their ever watchful AI eyes.
Mass surveillance, is of questionable value beyond just creating a database of footage. Police DON’T aim to “solve all crime and be good guys”. They barely aim for investigating all crimes, and most crime they’d just need a time and date for to look at the footage only IF and WHEN a crime is reported. They’re not going to spend police resources to have cops sift through footage the AI has guessed there’s crime in every day. That would just cost time/money. At best it might be used for facial recognition at protests - but facial recognition systems predate AI, so it’s superfluous.
war games, takes appropriate training data which is increadibly difficult to simulate and get the right answers from. There are already various war-gaming departments who have been trying to do this. The YouTube channel People Make Games has an episode on this - war just has so many variables that beyond the basics of troops numbers and geography it’s kind of difficult. But even if this becomes a use, it’s niche, it wouldn’t require a large amount of compute, each country only has one military… And spending on research projects (eg. DARPA) isn’t new. It’s not enough to be a “big win” for 3 AI giants, it’s more a step back to where they came from.
predictive policing (and population control) hang on, wasn’t this your first example? Again, mis-matches and police time checking the AI are going to cost too much, and those programs would cost big money in lawsuits and time. It’d be the first program cut by most departments.
I see nothing realistic here.
More likely uses are jobs that burn through a lot of copy writers: spam/marketing, realestate ads, search engines and researching, little buddies and toys, publishing (sadly), video games, weather bureaus, text transcription and translation, scams and telemarketing. Things there’s lots of data on, and close to zero risk with.
You’re assuming that the police will actually sift through footage in a meaningful way instead of just trusting faulty, fascist trained ai algorithms. Like that one guy who got mistaken by an AI profiling systen at a casino for someone who was kicked out, and when handed his license to prove he was a different person, the cops LITERALLY just refused to believe the evidence of their eyes. They took him to jail because the almighty machine could never be wrong. The story is wild: https://thecivilrightslawyer.com/2026/03/11/ai-software-tells-cops-to-arrest-the-wrong-guy/.
An elderly lady misidentified by Flock, held for 6 months in jail: https://futurism.com/artificial-intelligence/ai-grandmother-jail-mistake
I’m sorry that apparently this fascist threat isn’t enough for you to think it’s a big deal, but it is.
Your examples are about AIs costing police departments money, which is what I’m saying. I’m saying it won’t be a viable use long term, BECAUSE of the blow back in time, lawsuits, and money.
As I said earlier; “Again, mis-matches and police time checking the AI are going to cost too much, and those programs would cost big money in lawsuits and time. It’d be the first program cut by most departments.”
More likely uses are jobs that burn through a lot of copy writers: spam/marketing, realestate ads, search engines and researching, little buddies and toys, publishing (sadly), video games, weather bureaus, text transcription and translation, scams and telemarketing. Things there’s lots of data on, and close to zero risk with.
What about the billions ICE is spending on stockpiling weapons and vehicles, the increased military budget, rhe continued erosion of our rights, and the almost certainly rigged upcoming midterms suggests lawsuits and courts are going to be any impediment to the fascists eventually?
And no, I’m not saying we just roll over and give up. But I am being realistic with the way that most authoritarian regimes go, and how they consolidate all power. Trump campaigned on giving politice as much immunity as he could, and that includes the way that courts punish police oversight and brutality. He’s actually delivered quite well on the things that benefit him and his cronies. And since police serve as the Pinkerton class of capital, I think once he gets enough power, he will fulfill that promise.
Give DHS as much immunity as they need, CiA and FBI clearance and permissions up the wazoo, and anything else they need to stay in power.
If they don’t care about lawsuits, then why would they need an AI to tell them who to arrest? They’ll just arrest whoever they want.
I think they’ll just be used to force VDI on consumers.
Which is a shame, because VDI could be amazing for consumers, but it won’t be.
Well, you see, there are dozens of adhesive manufacturers willing to pay for advertising or top indexing, while any medical research that could incidentally mention gender or race has its funding set on fire by the US government.
“Finish nailer will get it through warranty and then it’s not our problem.”
- Home builders
The cost in preventable deaths, had we been continuing protein research instead of pouring the world’s resources into a fancy autocorrect, is incalculable.
Honestly they could’ve pointed AI at this problem to try and rack up at least some positive AI press coverage
But… Alpha fold is AI.
Actual, real, machine-learning artificial-intelligence. Not this sycophantic human mimic shit everybody’s fallen head over heels for. At the very bare-minimum comparison, AlphaFold had an established use-case.
But you need to understand, preventing deaths doesn’t make Google any money. Please think about the poor corporation!
I think this is a miscalculation on Google’s part because dead people can’t buy their products.
People don’t buy products anymore. They’re too poor to care about. Businesses sell to governments and other businesses now and couldn’t care less what you want or think.
businesses don’t sell products anymore, they sell subscriptions to their products.
It’s kind of a marvel that we all have the bulk of human knowledge at our fingertips, and instead of noble pursuits we largely use it for social manipulation and power grabs.
I guess there is just more population control in misinformation than there is in curing disease.
The radio was originally imagined to be a public education and cultural broadcast system. Instead it broadcast Amos and Andy.
always has been like that
That was the plan all along. Maybe people should (re) watch The Selfish Ledger
Holy shit, that is so fucking stupid. This has so much potential. This is such an anti-human pattern.
Google. The graveyard of projects.
They are killing Google earth desktop application.
Pls tell me this won’t affect google earth VR on steam. It’s amazing!
I installed Google Earth on every machine (thanks ninite) since it came out and think I only opened it a few times during the first year to show it to people lol
So they want the chat bot that lies instead of the science machine that cures cancers.
Wouldn’t expect any less from the company that removed “Dont be evil” from its company charter.
they seriously out here shutting down the one universally accepted good this shitshow has brought us?
ffs man
really making it hard for the common person to not fucking hate their guts, between shit like this, data center pollution and the growing mental health crisis of people with cyberpsychosis getting talked into suicide by the llm
edit: shit i got jebaited by the title i think… the project is still available as is but the scientists have been moved to other projects yes?
They basically shifted all the research that they were doing through alpha fold to Isomorphic Labs.
Edit: there’s a case to be made for the idea that they may have wanted to lower the public profile of the work they are doing in order to monetize it. Alpha fold was a non-profit endeavor, and switching it over to isomorphic labs may give them the opportunity to sell their research as a product instead of giving it away for free.
Go capitalism! 😒
yeah i got jebaited hard lol, thx for confirming
alphafold isn’t sunsetting, they are dismantling the original research team. its still active and being worked on
It looks like the open source project is dead and Google has transferred only some of the researchers to a for-profit pharmaceutical-to-be company.
This company appears to have gotten $600 million thanks to Jared Kushner’s brother back in 2025
Logical response. Won’t be upvoted by many.
Illogical comment. Might not be up voted by many.
Gibberish. Woltucdajbdss ghsssj. Gdsgn. Xrngvsas
Gesundheit

Spam, spam spam spam spam spam.
Stupid response, will be downvoted by many lmao
Funny, one of the first arguments I had about AI was with someone who insisted it would be incredibly helpful at predicting protein folds.
That person was right: https://medicine.iu.edu/blogs/research-updates/the-protein-folding-problem-the-day-ai-unlocked-a-secret-of-life
So this may be why Google is closing AlphaFold; AI is already doing it.
To be clear, I wasn’t necessarily disagreeing about AI’s utility, just about how protein fold AI isn’t the same as LLM AI; we’ve used computer models for predictions of protein structure and genetic mutation severity for a while, though they have always been taken with a grain of salt that I fear is no longer being done - a prediction is still a prediction, after all. Doctors were already incorrectly confusing computer model predictions of genetic mutation severity for positive test results back when I was working as a genetic counselor in the 2010’s - my concern is that the widespread trust of “AI” is only going to exacerbate that.
I’m a bit confused, though. The AI doing it was AlphaFold, which is shutting down. Shouldn’t your statement be AI was already doing it? Gemini is an LLM - not the same type of thing as AlphaFold, despite the fact that they’re both called “AI,” which was the cause of my original argument. The AI that was doing the protein fold prediction is being replaced with an “AI” that can’t. It looks like there’s still RoseTTAFold, but losing the frontrunner is still not great when it’s shutting down to focus more on LLM’s.
It’s a actually fairly similar to LLMs architecturally. Tokens go in, pretrained transformers do black box magic, tokens come out.
Advancements in one may very well carry over to the other so maybe there’ll be an alphafold 4 one day but for now universities have access to 3 and can run it if they have the compute.
The article also talks about a spinoff of AlphaFold……
I didn’t click into what that spinoff was but maybe an even better headline is “for profit company creates a free AI to predict protein folding and is moving to monetize it”
Higher versions of Alphafold will be a service for biotech an pharma to buy.
So this may be why Google is closing AlphaFold; AI is already doing it.
If you have no idea what Alphafold is, why comment on it. Fucking Lemmy…

AlphaFold is Google’s AI approach to protein folding…
Sounds like they just moved the research over to isomorphic labs, also even from the onset people quickly took the original approach and paper and made their own versions tuned for their needs.
Feels more like a research project having achieved its goals, the key players moved on, and they’re closing the Deepmind part of it as it’s not really useful anymore.
So the actually useful product gets shit down for the useless product
Useful for humans. Not for robots and reptiles.
So I finally let my Android Auto update from Google Assistant to Gemini, which it’s been wanting for months.
First thing I did was prompt it to play a specific artist, just like I do at least once a week since it forces me to use the voice activation instead of the on screen keyboard, even when there are passengers that can type. It responded saying it is not capable of playing music at all. Wtf.
So I then rephrase and tell it to play the artist on YouTube Music… And it does so, but doesn’t get the artist even close to correct. I had to prompt it 5 times with varying emphasis to get it to finally get it right.
So literally the first thing it did wa like to me… and then it worked correctly less than 20% of the time… So much better than the Assistant it replaced that never gave me a problem. Totally better.
My car with Google assistant interrupted my conversation with my girlfriend yesterday and started giving me a haiku very loudly for no reason. I guess it was listening and thought we said haiku…
At least it made us laugh. But technology is ridiculous right now. So much shit we don’t want or need.
Even more scarier: it’s listening when you don’t know or want to
It has to do that to know when you say a keyword like “hey Google”. I just wonder what other keywords it’s listening to and using to serve ads or profile me as a user.
At least all the things NSA and CIA are interested at the time…
All new things always have an intelligence aspect to it:
- Find my network: Find any device globally by its ”anonymized” identifier. Make a device you hack remotely send these BLE pings and voilà, some Apple or Google device is surely nearby to hear it and tell you where it is.
- Voice assistants: Hear what people talk about privately by injecting new wake-up words like ”Trump”. Cannot be used en masse yet perhaps because it’s usually only the device detecting the trigger word, and sending ”uncertain interpretations” too often would get noticed by someone.
- LLM chats: Well the same as Google searches etc. historically but now way more nuanced and with more context of what the target in intending/thinking. Building a psychological profile of them through features like ”memory”. And as LLM is such an undeterministic black box, you can easily get away with injecting all sorts of ideas through its responces.
We have seen the step by step dance into dystopia for decades now. Tech is only improving our society as a side effect of monitoring people or charging more money from people.
This is why I occasionally send close friends obviously stupid messages with a ton of keywords, to throw some more noise into the surveillance aperatus.
With a username like that, I just noticed, one would think you wouldn’t use such services. In 1984 it wasn’t a choice, you made that choice
Apt username.
Same thing with swapping to Gemini on the phone. First thing and only thing I asked for was to set a reminder alarm. But Gemini couldn’t talk to the clock app and refused. In the trash it went.
I remember using Google Now on my Galaxy Nexus a lot and actually finding it useful. Then Google pushed for Assistant and it was a dumpster fire. Glad to see that big G is still up to the same shenanigans.
In 2011 Google surreptitiously edited, “don’t be evil”, from its mission statement. Voila!
As Macron would say, “who would have guessed capitalism is evil?”
As Trump would say, “who knew healthcare could be so hard?”, at least french people know how to protest…
so letting a person own their own company is evil? we just hand it to the government?
this is about greed not capitalism… which is private ownership. our government is just as greedy
Yes, letting a person own a means of production leads to greed and they, unlike government, are not able to be voted out. They just grow more powerful and stupid drunk on wealth and they do stupid shit that destroys economies and environments and societies and surround themselves with yes men so they never have to hear about the consequences of their actions from anyone “important”.
Elon musk should not own the space program. Jeff Bezos should not own all retail. Palmer Luckey should be “disrupting” defense.
You are not a capitalist, you are a worker with Stockholm syndrome. Fuck capitalism, it’s time for it to go. It’s antiquated and unnecessary.
Don’tbe [maximally] evil.Google: A little evil is okay.
Very evil is fine too for them















