A lot of people in this comments section seem to be against this, i genuinely don't get it? Why? Do you think the current state of affairs is GOOD? That if we let companies create a mind that is, AS OF TODAY, able to solve problems no human in history has solved, with no regulation, things will end up good for us? We need some sort of regulations, some sort of method to help ensure the thing we are creating ends up good, instead of just running headfirst into it blindly. I assure you, any sort of regulation at all, including ones that actually hurt all leading companies, would be met with celebrations from these voices. https://www.seangoedecke.com/they-really-do-think-ai-might-k...

https://en.wikipedia.org/wiki/Regulatory_capture

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.

That's a valid concern, but some of that is outright impossible. Banning chinese models and killing open source training is not happening without massive unified international cooperation, and that sort of level of action would require the international counties decide to allow the US aligned companies to just, win. Which would be pretty against their own interests.

Also, nobody ever bothers to argue why a specific proposed regulation is "regulatory capture" or would burden startups more than big companies or anything. It's just supposed to be obvious that corporations love regulation and it's bad for the public, all of post-WWII political history notwithstanding.

It's not all-or-nothing. Banning Chinese models in the public sector and strong-arming the private sector against using them would already do great damage. Similarly, open-source training could be stymied by any of hardware embargoes, taxation, or regulation of larger players.

Sure, it's possible for regulations to make things worse, i will agree. But without regulations it's pretty clear things are going to end up VERY bad, and the only knob we have to make it not bad is regulations. So it's important we try something, and work towards doing a good kind of regulation, or any one of the bad futures you imagine is pretty likely to come to pass.

What's the expected state space of effective regulation though? Note that we've got passable coding models down to ~30B parameters by now. And keep in mind the ultimate floor here - the human brain only consumes on the order of 20 watts and fits in a handbag.

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.

The regulations don't have to address the end goal, but the process of development itself. Even just a pause on frontier research is a good start

What I'm asking is, why should we expect that to effectively further the end goal? You're simply asserting that it will ultimately do so.

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.

To further the metaphor, didn't the ban on nuclear weapons research work? We don't have pocket nukes, and there's very little risk of random countries acquiring their own due to the amount of work involved. To be concrete to AI: if we stop work on the frontier, the best we can do is make the current frontier easier to get to and more accessible. And while current frontier is strong, it's not world-changing so. The only way for the frontier to get to that level is to do research on it, and stopping that research gives time to help develop plans to not make it world-changing when we get to it.

Not in the way you seem to be thinking, no. Nuclear weapons can be banned because they are prohibitively expensive to research and build. You can't reliably hide a nuclear program.

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)

> Not in the way you seem to be thinking, no. Nuclear weapons can be banned because they are prohibitively expensive to research and build. You can't reliably hide a nuclear program.

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.

> We don't have pocket nukes,

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.

North Korea got it with help from China, Israel got it with help from France. They didn't do it on their own.

Any paths for regulation under capitalism will end in either regulatory capture, or in complete noncompetitiveness like seen in the EU. Either one or more corporations buy out the regulation, stack the ranks with their people and decide on who can use what, when and how. Or you get an iceberg of a system that can't build, decide or do anything for years. The latter one only works if there is no competition in the world or any other group working at a faster pace on the problem.

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.

If a company thinks they are within reach of superhuman intelligence they probably aren't going to be concerned with compliance.

I, for one, trust neither the psychopaths running these companies or the psychopaths we'd give any regulatory authority to. All of them have reasons to want broad control of an extraordinary technology, and none of those are aligned with me or any of the normal people I know.

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.

Honestly, fair point. There's not much truth to go around these days. But still, doing nothing is also a massive power grab. We're facing a technology with no comparison in the history of humanity: the creation of a new mind. Doing nothing is like doing nothing about nukes. There are a few smart people who have come up with ideas that will not require that much trust.

Giving the big boys a regulatory moat isnt going to do anything positive for the space.

I don't think giving them free reign is going to do anything positive for it either.