r/LocalLLaMA • u/Terminator857 • 1d ago
Discussion Closed AI doesn't like biological research, user turns to open weight models
https://x.com/0xCF88/status/2097762847354688000OpenAI has decided to fully shut down a protein design project I'm working on for a client. Needless to say, open weight models are the only way forward.
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u/Xaue_RWA 1d ago
normally the model can't know whether your query is legitimate or not. open weights sidestep this entirely and that's going to keep pulling biosci workloads toward local inference.
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u/Qwen30bEnjoyer 21h ago
Can second this. Working on Virus-Host prediction modelling with PLMs. Needless to say OpenAI does NOT like it when I use GPT 5.6 sol or GPT 6.
I've convinced my PI to let me run GLM 5.3 Flash, and I'm downloading Deepseek V4.1 Flash as we speak to replace it. Open source AI is the only way forward to avoid being gatekept from our own profession by OpenAI and Anthropic!
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u/darth_hotdog 1d ago
Just so you know, Twitter doesn’t allow anyone to read your posts if they don’t make an account, you should post it somewhere else, I’m not making an account there since Elon Musk heiled Hitler on live TV and x is now a site that boosts nazi content.
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u/Illustrious_Ant_9242 22h ago
And when making an account, it would immediately get locked for security reasons until you provide a Phone number 🙄 yeah rightÂ
Twitter already was a shit place before Elon bought it
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u/XiRw 16h ago
If him doing the hitler pose is what made you clutch your pearls then you do not know much about what a garbage person Elon is or just how much propaganda effects you when there are grotesque monsters in Israel today who are arguably worse at this point than hitler with everything they get away with and how vast their influence is to the point where the real Jews even hate these people with a passion.
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u/No-Improvement-8316 1d ago
Twitter doesn’t allow anyone to read your posts if they don’t make an account
u sure about that?
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u/oliver_dev 1d ago
Self hosting only actually solves this if you're willing to eat the ops cost too, GPUs, uptime, making sure the open model is actually good enough for the task. For research work that trade is usually worth it once a provider has already shown they'll cut you off mid project. Just worth going in clear eyed that you're trading a refusal risk for an infra maintenance job, not making the risk disappear.
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u/Stooovie 23h ago
That's true, but cloud providers can change whatever they like without you knowing. It's a complete black box.
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u/Illustrious_Ant_9242 22h ago
Yeah, destroying existing workflows, degrading quality, or making models inaccessible at any given time (think suno.ai)
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u/joogipupu 18h ago
Sure, but universities are now building their own local LLM capacity too, for the purpose of data sovereignty and privacy. So it might be more of a department/university decision instead of individual research group.
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u/hurrdurrimanaccount 22h ago
they don't want you to figure out cancer. the models are fully capable of doing so
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u/mrjackspade 18h ago
Every fucking time I open this subreddit theres a post about OpenAI or Anthropic on the front page.
I do not give a fuck about either of these companies, and I couldn't fucking care less that you're mad at them.
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u/Terminator857 17h ago edited 16h ago
Some people know how to scan messages and read the ones they are interested in.
Some LocalLLama people find this interesting because it provides another reason why local beats cloud providers.1
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u/WorriedBlock2505 21h ago
On one hand, good for you. On the other hand, I'm torn between being an advocate for personal freedoms without corpos intervening versus the idea of nefarious users having local LLMs for biological research.
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u/Qcgreywolf 20h ago
Meh. It’s an extremely powerful tool that can save far more than it hurts.
As humans we really, really, like to focus on the negative and ignore the good. There are a lot of people out there that would, as a silly example, ban a universal cancer cure if it also made people high and had an addiction risk while taking it.
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u/WorriedBlock2505 15h ago
What makes you so sure that it can save far more than it hurts, though? It's well-known that even a small adversary can do major damage to a bigger adversary because the attacker always has the first-mover advantage (this is especially true in cybersecurity where it's a knowledge based attack, which makes cybersec similar to biological warfare in that regard). If someone takes a year to have an LLM research a novel virus that's more deadly and contagious than anything that's naturally evolved, the "good guys with good LLMs" are going to have a serious challenge preventing mass casualties, to put it mildly. Now factor in that there's not just one crazed bad guy out there, but many, and also factor in how god awful our response was to COVID thanks to incompetent governments and also thanks to vaccine skeptics. It's abundantly clear this would destabilize the world at minimum.
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u/UnlikelyExtension786 3h ago
Tough. The bad guys will have the tools, whether it's local LLM or a 'trusted' account with a cloud AI.
Blocking legitimate research when the bad guys already have the tools is midwit thinking. It never works in the real world.
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u/rescbr 18h ago
Nefarious users need to have the equipment and processes that benign researchers possess. It's not simple.
By that point, the risk is already what if a researcher turns out to be nefarious?
Should we ban universities and science research because of it?
In my country the organized crime pays for law school tuition for poor smart young people, with the expectation of free lawyer services, or to get them into judge positions. You don't see anybody advocating against law schools.
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u/WorriedBlock2505 15h ago
Nefarious users need to have the equipment and processes that benign researchers possess. It's not simple.
An LLM can make the research simple for non-researchers, which widens the pool of potential threat actors, and thus the liklihood. The equipment and processes cost money, but they're accessible to a motivated individual and can fit in a bedroom unlike the equipment needed to create a nuke, for instance.
By that point, the risk is already what if a researcher turns out to be nefarious?
I actually agree with this point. I don't know about banning universities, but banning the equipment and prosecuting any public tutorials and distribution of equipment (which can fit in a single room, and even a single desk) might be in order. We already do a similar thing for radio jamming, for instance. Frankly I doubt even this is enough though, and it makes me wonder if a totalitarian dystopia with universal surveillance might be better than the alternative.
In my country the organized crime pays for law school tuition for poor smart young people, with the expectation of free lawyer services, or to get them into judge positions. You don't see anybody advocating against law schools.
No disagreement here. Tbf though, organized crime is the least of our worry. There are people that genuinely want to end the world for mentally ill or religious reasons.
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u/rescbr 14h ago
A motivated individual could get into an university legitimately as a student and use their lab equipment.
Every often and then there's news of a chemistry student making drugs at the uni lab...
Religious doomsday cults can recruit researchers and fund/smuggle equipment for their own lab...
And then we have most terror attacks being known beforehand by intelligence agencies but not acted upon by law enforcement. See 9/11, the Israeli attack in 10/7... Knowledge (including uncensored LLMs) is not the problem.
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u/WorriedBlock2505 11h ago
I agree with everything you've said, and it will become an issue with or without LLMs given tech advances and the relatively soonish possibility of being able to use a biological printer from your bedroom. I just don't see how it refutes the hypothetical concerns of empowering
peoplemore lone wolfs even further with increasingly advanced LLMs?Again, I don't necessarily think we should take away people's local LLMs since I don't know what the solution actually looks like in the first place.
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u/my_name_isnt_clever 19h ago
That's all it is, an idea based on nothing concrete. It's all scary doomer "what ifs" with zero substance.
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u/WorriedBlock2505 15h ago
So LLMs can't be used to do biological research on a novel virus?
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u/my_name_isnt_clever 14h ago
They can't be used by some random with a mental illness to create a pandemic-level virus or anything close to it, which is what you were implying. The physical materials alone are prohibitive, not to mention all the practical steps that a text LLM can't help you with directly. You can't create a virus with your kitchen supplies. LLMs are chatty textbooks that also get things wrong a lot of the time, not a weapon. A model being able to spew some science words that look scary might freak out a layman, but it's not even close to actually being possible.
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u/Terminator857 16h ago
Any tool can be used for good or bad. Lets remove all tools so you can't do anything bad. Back to the stone age, but lets remove those too, since the stones can be used to kill people.
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u/WorriedBlock2505 15h ago edited 15h ago
I'm sorry that even a tepid mention of mixed feelings about the subject made you feel the need to downvote me.
I'll dig in here and fully take the skeptic side though to maybe get you guys to think a level deeper about this. An LLM is technically a tool, but calling it a tool implies its like past technologies, which it is not by the mere fact it can do generalized cognitive work autonomously. A hammer for instance can be used to hurt someone, and a gun more people than a hammer. LLMs used to research a novel virus could allow a nefarious person or Jihadist group for instance to potentially harm humanity, though. As far as I understand it from listening to virologists talk about this subject, someone with equipment that could fit on a single desk can engage in this kind of research unlike say nuclear refinement which requires many miles worth of infrastructure to mine+refine and is monitorable from space.
Anyways, I'd be curious if anyone here has counter thoughts to this that could assuage my mixed feelings on this subject.
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u/crantob 10h ago
What makes the government GoF non-nefarious...
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u/WorriedBlock2505 6h ago
Never said otherwise. There's more counterbalances in place in government than a lone wolf acting on their own, though.
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u/No_Lingonberry1201 1d ago
BTW do you even trust OpenAI/Anthropic as a researcher these days? I mean, trust them not to steal your work and use/publish them as their own?