Chinese labs releasing open weights models is good.
All of these independent harnesses and model router services are good.
The pricing of memory and accelerators sucks at the moment but hopefully we will see cool local inference computing if memory and accelerator prices normalize.
OpenAI scooping the Navier Stokes problem from researchers already using OpenAI is bad. People conflating OpenAI's team of researchers and extraordinary computing resources as being equivalent to "ChatGPT, solve the Navier Stokes problem" is silly.
OpenAI and Anthropic coming up with non sense tests and letting their agents hack services is ridiculous and they should be charged with computer fraud and abuse crimes.
I think a lot of it is interesting and the bad stuff seems squarely in the domain of OpenAI and Anthropic.
If you believe that bad things are not bad then there's nothing left to say. A billion people are going to die because you don't understand what is bad.
Lol. Lmfao, even.
The fear is not that they will just slow down progress for all. It is that regulation will specifically burden competition. If you kill open-source training, ban Chinese models, crack down on self-hosting, grandfather OpenAI/Anthropic/Google into regulatory compliance while throwing the book at startups, etc. you wind up in the worst of all possible worlds.
The sibling comment offers some good regulations that may actually reduce harms, but the kind of regulations offered there are not the ones that the “safety” people want, because they hurt profits.
Is there any possible solution other than mass proliferation where the models are used to keep one another in check? Either that or a religious prohibition against the existence of integrated electronics.
Given the efficiency gains we've seen it seems to me that the situation has shifted from being analogous to producing nuclear weapons to producing something much closer to small arms.
What do you call the Davy Crockett warheads like the W54 ? The 0.3 kiloton low yield B61-12 ? The Chagai-I boosted fission warheads demonstrated by Pakistan in 1998 ?
> and there's very little risk of random countries acquiring their own due to the amount of work involved.
And yet North Korea, Isreal and Pakistan got there ... and India speed ran five tests in 1998 that caught the US completely by surprise.
Do you have a point here?
In contrast, rewind to the early 1800s and there is zero hope of a ban on the R&D of small arms being effective in the long run. The only thing it might maybe ensure is that no legitimate actors that fall under your jurisdiction are involved in it.
Basically I think that current trends point to an eventual situation where world changing research doesn't require anything more than consumer level compute. Pandora's box has already been opened.
> We don't have pocket nukes
Bit of a tangent but we do, actually. At least depending on if you consider an artillery shell to be pocket sized. https://en.wikipedia.org/wiki/Nuclear_artillery
This one is a bit long to fit in a pocket but you could certainly sling it over your back. https://en.wikipedia.org/wiki/W45_(nuclear_warhead)
Isn't that true of AI as well? Data centers are very big and very expensive.
> Bit of a tangent but we do, actually
Sure but not like the movies, these don't destroy cities. But the metaphor isn't accurate anyway: nukes don't get worse. The actual idea here is preventing the frontier of AI from advancing.
Remember, as I mentioned earlier the human brain only consumes on the order of 20 watts and fits in a handbag. Would you have us destroy all chip fabs? Ban all biomedical and genetic research? How far are you imagining this butlerian jihad would go?
That's an enormous presumption! You're saying that even in the theoretical case that frontier research is halted but efficiency isn't, we could do better then the frontier and reach world-changing AI in 30b parameters at home-scale labs?! If that's true then we can just give up now: the world as you know it is going to end in around a decade and billions are going to die, there's nothing we can do. But I don't think that's true. Advancing the frontier seems to take a massive amount of compute, data, and parameters: miniaturization only happens afterwards.
If you're right then I concede. It doesn't matter what we do, regulations or not. But if I'm right then regulation can do something and in theory help bring a better future.
Why are you treating those as if they're separate things?
> Advancing the frontier seems to take a massive amount of compute, data, and parameters: miniaturization only happens afterwards.
This is just completely wrong. Don't mistake the path by which something happened (or appeared to an outsider to have happened) for a fundamental truth.
The frontier labs build massive models because if you're competing and you have a lot of cash and brute force is a viable option then it's easy and predictable. But the fundamental research itself doesn't in general require scale (certainly not entire datacenters) and models at any given capability level keep shrinking.
I keep repeating myself at this point but the human brain is on the order of 20 watts. That's a fraction of a single datacenter GPU! So again, would you have us destroy all chip fabs and ban all biomedical research?
Because they are? You haven't explained at all your belief that they are the same.
> This is just completely wrong. Don't mistake the path by which something happened (or appeared to an outsider to have happened) for a fundamental truth.
So it's completely wrong but it's only what has happened so far? You're repeating yourself but you're not listening to my responding to your exact points. I literally responded to your claim that "would you have us destroy all chip fabs and ban all biomedical research?" In the last post.
A chronological review of the architectures of the best open models over the past 3 years should immediately make the problem clear to you. (If you really refuse to put in any effort then perhaps just dump this thread into a frontier model rather than responding.)
> I literally responded to your claim that "would you have us destroy all chip fabs and ban all biomedical research?"
I don't see it? It's a rhetorical question to drive home the point about the human brain. Chip fabs and biomedical research are both viable pathways to more efficient hardware. Thanks to biology we know what's possible. If you outlaw something but don't effectively cut off all the pathways to it then someone will still do it if it's profitable.
Dial-a-yield nukes already provide a range of yields from tiny to massive, and this provides all the operational flexibility that is needed considering that nobody’s willing to actually launch them in anger. (And this reluctance again isn’t about laws, it’s about the military realities of what would happen across the world in the aftermath of even a single tactical detonation.)
Anti-proliferation agreements and laws only slow “rogue” states from rising to nuclear capability. The immense cost, complexity, technical difficulty, and danger already provide a sufficient cost to deter civilian development.
Yes, that's my point, that's why the metaphor is wrong
So there are no good options (that I'm aware of) and starting to chisel any of them into stone seems... kinda scary. Like a massive power grab event where all the potential winners are awful.
I think the latter choice is better for the average person, but I think that for it to happen, the global system has to undergo some major disruption or crash so that everyone gets on board with it. Like all middle class and up has to lose their money or be starving or something. Also I find that kind of mentality impossible to swallow in the US, so in practice its not a choice or needs people literally starving.
The extent of regulatory capture in the US is a problem it's created for itself by normalizing huge political donations allowing corporations to buy regulation.
The current status quo is not ideal, but it could be worse. Open-weight models trail the frontier by a few months, and we have a decent chance of achieving a future where some number of individuals, likely in the millions, can survive and thrive. The root "problem", if you can even call it a problem, is evolution. I explained this in more detail in past comments: https://news.ycombinator.com/item?id=49178275 https://news.ycombinator.com/item?id=49094348