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Chance-Device

Re:Astra can read and write weights to improve Qwen on Monday November 02, 2026 @04:06PM (#50343747)
I’m usually quite pro-AI, yet when I read this my first thought is that this is the first concrete sign that the world is about to end.

I hope I’m just being melodramatic.

Would you prefer we leave it entirely to the AIs? That’s an option, probably the default option. If you’re opposed to it, then why advocate for it?
This is an overreaction. Yes, with AI we can all write our own features and bug fixes for open source, but there’s still community benefit in having a canonical version somewhere, rather than everyone writing bespoke solutions for themselves.
The story probably is being curated off the front page, but to be fair I understand the motivation. There aren’t many subjects that inspire as many high emotions as Israel. Everyone has strong options. The mods probably think it’s not worth the trouble to police the threads and they’re probably right. Nobody is going to change any minds in any of those threads anyway.
Re:Attack of the Vibe Coded Photoshop Clones on Monday October 12, 2026 @03:51AM (#50052861)
I can hear the desperation in your voice.
Re:Attack of the Vibe Coded Photoshop Clones on Monday October 12, 2026 @03:49AM (#50052834)
When the digital cameras first came out, they were pretty terrible. Low res, bad colors, small memory. By all rights the consumer should have taken a look at the difference in quality between film and digital and stayed with film. Certainly, if as was imagined in some circles, if the average consumer was the kind of connoisseur that valued quality photographs.

The average consumer was not the kind of connoisseur that valued quality photographs. The average consumer wanted something cheap and simple that allowed them to take photos and skip bringing them in to the shop to have them developed. The average consumer wanted to have their photos on their computer without scanning them, and didn’t want to pay a Polaroid premium for instant shots.

Over time digital cameras got better and better until the technology was subsumed into phones. Few people are unhappy about how it went.

This is how these things go. An inferior good is made, competes with the incumbent on cost and convenience, and is improved over time to become the dominant kind of good. This is the definition of disruption. The software industry, after decades of doing the disrupting, is now being disrupted.

The consumer will be happy about it.

Re:OpenAI Withdraws 3 Math Papers on Thursday October 08, 2026 @12:35PM (#50008011)
Sounds like you’re in denial about the impacts of AI.
Re:OpenAI Withdraws 3 Math Papers on Thursday October 08, 2026 @11:29AM (#50007026)
Well I do assume lab automation in all the hard sciences. Social science already doesn’t reproduce so no difference there.
Re:OpenAI Withdraws 3 Math Papers on Thursday October 08, 2026 @11:27AM (#50006993)
It will be absolute carnage when AI starts going over published papers and trying to reproduce results, and I mean across the board. Every field.

If you want to see paper retractions, you ain’t seen nothing yet.

Haha. That’s almost verbatim what the guy said. Here, let me grab that for you:

> things that I do and that my colleagues do, this kind of like curiosity-driven, you know, applied math, computational physics type research has always been justified by, I would argue, intentionally blurring the line between what I would call, you know, science as product versus science as process

> science as product is very kind of clear-cut. It’s, you know, things like, you know, cure cancer, solve nuclear fusion, generate, you know, clean energy.

> And then there’s science as process, which is kind of the curiosity-driven stuff about, you know, like, “I want to understand protein folding,” or, “I want to understand, you know, turbulence,” or, “I want to understand quantum gravity,” or something. And broadly speaking, we have tended to justify the latter by kind of laundering it through the former

And the examples he gives are actually the more defensible ones, he talks about a friend of his working on some abstract algebra under the false guise of cryptography research later.

And it’s not just him saying it, this is simply true. He should be lauded for admitting it publicly, this is the only way any progress is made. At least, it used to be. Now it’ll be AI instead.

Actually yes, I think that AI will end up in a place where additional human effort, even at the highest level of suggesting what directions to look in, will become a rounding error compared to what the AI will achieve by itself.

So as measured by utility, I absolutely believe we don’t need humans doing science into the future. I’m sure people will continue doing it, but not for utility, for enjoyment - as a hobby. Probably we’ll all end up as dedicated hobbyists.

Nobody determined the usefulness of the internal combustion engine or the aeroplane after the fact. They were goals specifically worked towards. For every useful discovery that comes from this hobbyist approach there are far more that aren’t, and those would have been discovered during a goal orientated research program.

However, with AI it actually may become so cheap that the scattergun random approach becomes more viable rather than less. It’s when human time and resources are scarce that you need to optimise. The hobbyist approach may therefore ironically continue, but without the hobbyists.

“doing math responsibly” is just a euphemism for “ensuring we can continue doing our paid hobby”.

Take a look at this interview from two days ago: https://m.youtube.com/watch?v=oQypVVv1u1o

The interviewee is worried about the future of math research. He is not strictly worried about being replaced, instead he is worried that he will no longer be able to launder math-as-a-hobby through math-as-something-useful as is the case today. He lays out very clearly that grant proposals claim to have useful outcomes while the proposers know those claims are nonsense.

Business as usual in math, and frankly in all the other sciences, is to do research that furthers the researchers careers or personal interests and pretend that it’s somehow useful. This would be absolutely fine if it were privately funded, but it’s not, this is public money.

In every other endeavour, lying in order to get money is considered fraud.

We have collectively wasted a huge amount of taxpayer money and human time, entire careers, on things not likely to ever matter to anyone.

I look forward to science becoming automated so that we can have real progress instead of the current broken system.

I believe he now just leaves them in his truck and drives it a bit further each day.
Indeed. I wonder how much work it would be to make this antibiotic resistant. Then the Russians develop some bacteriophage that infects and kills the bacteria as their own cure.
Re:Loss of Cell Identity Drives Human Aging on Friday October 02, 2026 @03:57PM (#49937877)
> Do we currently have the ability to do targeted methylation or de methylation at sites in cells?

No, and you probably wouldn’t want it if you could. You don’t know what mutations are lurking in the genes that have been switched off or the consequences of turning them back on.

I’ve thought about this a bit, and what resetting the methylation map really requires, in addition to actually resetting that map, is resetting your genome to a known good state.

That’s pretty radical, but to selectively switch methylation on and off with precision you’re already talking about science beyond anything we have, featuring custom engineered constellations of proteins that unwrap your chromatin from around histones and then walk along it changing methylation state, then pack everything back.

And doing it for each cell type, without applying the wrong map anywhere.

And knowing what all the cell types and their correct methylation maps actually are.

And assuming that methylation isn’t used anywhere, for example in the brain, in a way we don’t expect.

And methylation isn’t the only kind of epigenetic modification.

So, if we’ve solved all of those problems, rebuilding your DNA to a clean, mutation free state at the same time should be a breeze.

We really do need AI for this if any of it is going to be remotely feasible.

Re:Loss of Cell Identity Drives Human Aging on Friday October 02, 2026 @03:34PM (#49937597)
> one cause of aging is probably an evolutionary compromise between longevity and not getting cancer

Yes, and proteinopathies, and likely lots else besides. We probably don’t even understand the failure modes that aging protects against.

Re:Loss of Cell Identity Drives Human Aging on Friday October 02, 2026 @03:00PM (#49937218)
I suspect that epigenetic aging is adaptive; a deliberately programmed sequence wherein genes more likely to contribute to age-related mortality are shut down progressively. This being in response to random genetic damage accumulating at a predictable rate.

What we think of as aging then becomes primarily the epigenetic response to the problem of DNA damage, much like the symptoms of a virus are mostly the result of the immune response rather than the virus’s direct effects.

Re:Responsible Release of AI-Generated Mathematics on Thursday October 01, 2026 @09:23AM (#49921341)
Actually yes, I have my name on a paper in a journal that you’d certainly consider to be top in its field. I’ve also worked in academic publishing.

You have a very institutionalised idea of what publishing means.

Re:Responsible Release of AI-Generated Mathematics on Thursday October 01, 2026 @09:05AM (#49921112)
Anyone can publish what they want. There’s nothing else to say about it, however anyone may try to pretend otherwise.
Re:Responsible Release of AI-Generated Mathematics on Thursday October 01, 2026 @06:06AM (#49919800)
Yes. It’s remarkably flagrant, and it’s an example of an academic mindset that’s likely been holding progress back across multiple fields. It’s about to be broken rather badly, and it will show where progress has been stifled.
Re:Responsible Release of AI-Generated Mathematics on Thursday October 01, 2026 @05:58AM (#49919756)
I think the answer to this is simple: Mathematicians don’t own math. Math is a tool to do useful things. I don’t want this gatekept by people who have a sense of entitlement. And luckily enough, they don’t have any leverage, so the appropriate response is to say no.
Re:Responsible Release of AI-Generated Mathematics on Wednesday September 30, 2026 @03:23AM (#49905564)
You’re not alone at all, gatekeeping is exactly what this is and that’s clear from the text almost immediately.
Man, the Simpsons stopped being funny a few years in, I have no idea what they’ve even been doing since then.
It’s not funny. It could be, Dario is idiosyncratic enough they could have done a really good send up of him, this just wasn’t it.
I guess it’s the supreme court next.

For all the downsides of losing the business of government contractors, it really would hold Anthropic to their stated values: they’ll never develop AI controlled weapons on this blacklist.

Re:Claude discovers a novel enzyme system with CRISPR-like repeats on Thursday September 24, 2026 @03:08AM (#49827260)
This is just silly.
Re:Claude discovers a novel enzyme system with CRISPR-like repeats on Thursday September 24, 2026 @03:07AM (#49827248)
If that’s your picture then I see why you didn’t just come out and say it in your first reply. It’s all your own speculation and still has nothing to do with the fact that trying to make medical progress is a good thing.
Re:OpenAI breaches Medicare, Albanese reveals on Thursday September 24, 2026 @03:02AM (#49827210)
https://www.theguardian.com/technology/2026/sep/24/openai-ag...

> At a press conference in Sydney, Marles said the incident itself was “relatively minor” and that it appeared no personal health information had been accessed.

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