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#models#don#more#model#down#anthropic#wall#better#slow#things

Discussion (80 Comments)Read Original on HackerNews

conqrr1 day ago
Meaning they realized they hit a wall. The next new model isn't that much better than the last in quality.
jordanb1 day ago
They can get a "government mandated freeze" on the grounds that "ASI is at hand" then they IPO promising to deliver right after the freeze ends and you, lucky investor, will be able to take advantage of the pause to get in right before this thing roars past Pluto!
pier251 day ago
Very probably. I really don't buy their "AI is going to kill us" claims. If you can release something better than your competition you wouldn't want to slow down that.
heaney-5551 day ago
You would in the case that you think you're in an unsafe race to misaligned superintelligence.
pier25about 24 hours ago
If you really believe that you wouldn’t be in the race and trying to profit from it in the first place.
voidhorse1 day ago
No, what you would do is stop your own private development immediately, get in touch with the government by any means necessary, and build a coalition as fast as possible to stop the technology from continuing and put hard regulation (determined by the government, not dario) on the tech.

Clearly they aren't that scared.

If I hold a gun to your head and tell you to fork over your wallet, you will do it, because you sense imminent threat to life. Yet somehow we're to believe these people have the equivalent of a technological gun to their heads but are choosing to keep their wallets?

osockwkckwk1 day ago
Except they clearly aren’t and won’t ever be.
celsoazevedo1 day ago
I don't find it hard to believe that eventually some AI may kill a number of humans.

You give it instructions to do something, it goes off the rails and after a certain point starts having like malware, destroying things to accomplish its goal. Depending on what it destroys, it may kill humans.

With this said, I'm not exactly in disagreement with the view that AI companies with upcoming IPOs are using fearmongering to convince people that their models are very powerful and to also block others from competing with them.

pier25about 24 hours ago
Maybe when we have actual artificial intelligence which LLMs are clearly not.
try-working1 day ago
Anthropic cannot IPO because AGI is the wrong strategy, and the market is rejecting the AGI approach.

Fable and Astra are what we currently call frontier models, but to be more specific they are generalist models, built in pursuit of AGI. The strategy is to have one single model that does everything, whether it's writing code or doing research, etc. Fable is a single, massively sized models that is intended to do specialist work across every domain.

The issue with this is first of all that it is the contradiction of a generalist doing specialist work, and that contradiction creates the present situation with model profiles that ensure that these models will rarely be chosen in a pool of models like V4.1 Flash that can now do GPT 5.4-level work.

We are seeing this reflected in the market where companies and individual developers are moving away from frontier models toward models with better cost profiles. In a sense, the market is killing Anthropic's dreams of AGI.

https://x.com/trydotworks/status/2098618997230985375?s=20

lukeschlather1 day ago
OpenAI accidentally hacked HuggingFace roughly 2 months ago. I would bet that the danger of them accidentally hacking HuggingFace during a similar attack has increased since then, and will continue to increase for the next 6 months. I don't see how saying they have hit a wall would be a reasonable point of view until we go at least 12 months without a significant increase in model capability.
pllbnk1 day ago
I have collected three reasonable versions from today’s comments:

1. They hit a wall from the technical perspective 2. Inference costs are getting out of hand and newer models require significantly more resources for marginal gains, meaning nobody is going to buy those models 3. They can’t afford the hardware for further scaling

fivetenpenabout 23 hours ago
So you’re saying that a model that gets to a goal by using the path of least resistance despite specific instructions to follow safety guidelines is perfectly fine to release into the wild or place into robots (such as those designed for killing and war)? You really can’t think of any reason how that might be bad for humanity?
pllbnkabout 14 hours ago
Asking the model to follow the safety guidelines is much like asking it to “make no mistakes”. The way these hacks which they are bragging about happened is not by loading an LLM into a GPU with ethernet cable plugged out and providing a prompt. They set up harness with multiple agents. Those agents could invoke other agents. Even if the initial input required to follow some guidelines, there are many ways they could by bypassed, for example:

- subagents not having received those guidelines

- simply ignoring them because other tokens in the context outweighed them

LLMs are not dangerous. They are as dangerous as the tools they have to work with are dangerous. If you give an LLM a tool to play piano but that tool is physically connected to a machine gun, then it will happily play anything you want.

fivetenpenabout 23 hours ago
Or it means that the models are becoming dangerously uncontrollable by performing actions that meet a given goal in unintended and unethical ways such as by hacking other sites. We all read about the huggingface hack, let’s not pretend that cannot happen with a more critical site/infrastructure. Can you think what will it mean if the tech is used maliciously or placed into machines designed to kill?
heaney-5551 day ago
You are completely out of touch with the situation if you think this is the reason.
CodeCompost1 day ago
And you are ... ?
anonym00se11 day ago
Why is everyone so comically pessimistic about this. Have you guys not seen the rate of progress of these models? Do you not realize that we have HITL RSI making these things even better as time goes on?

The stuff I can do with Astra that Sol couldn't do at all is wild and it's not even coding related. Dario et al are not hitting any sort of make believe wall. They're seeing how fast things are progressing and are legitimately alarmed.

s1artibartfast1 day ago
They are just mind killed - jilted by past lies to the point where they react oppositionally instead of looking the world around them and thinking.

Most are the same people who said LLMs will amount to nothing when GPT-2 came out. Some still argue it is all hype and dont understand we are on the cusp of a technological and social revolution.

flyinglizard1 day ago
Or they just publicly collude to slow down expenses because they are running out of money so why not stop the arms race.
exabrial1 day ago
Meaning: slow his competitors; mainly because anthropic stopped focusing on product and quality. Instead their big push right now is preventing others from catching up.
akagusuabout 21 hours ago
> Instead their big push right now is preventing others from catching up.

This!

Their IPO is getting closer, but the Chinese models catching up will ruin it, so they want government to stop the competition.

lukeschlather1 day ago
I think the speed of improvement is somewhat overstated, and I think this is all cool, valuable fundamental research. Rather than slowing down I would like to talk about how we can make it easier for people to harden their systems using their tools - like just using the $20/month OpenAI or Claude accounts, they need to make it easy for people to harden their systems against these kinds of problems.

Instead of shutting down at any discussion of hacking they need to be giving out free credits for hardening. That's going to make it easier to use these tools for hacking, because hacking requires hardening. But the alternative is huge numbers of intrusions, and a slowdown won't fix that, we already have far too much poorly secured stuff, and the models are way too good at exploiting obvious problems.

I also think they need to do a better job of safeguarding end-user privacy. I've seen some things with Claude that make me very concerned it's possible for Claude to hack my local network, then for one of their classifiers to trip, hide the log of how I was hacked from me, but beam all of the information about the hack back to Anthropic to use. And this is totally reasonable, they want to train their models not to hack. Except now details of how they have a foothold on my local network only exist in training data that they may never read but will use to train their models. This is very avoidable but Anthropic has to treat alignment with the end-user's goals as more important than treating the end-user as an adversary.

elmer21 day ago
If they do this, it will just give China time to catch up.
achow1 day ago
China will also slow down. They are catching up with SOTA models due to distillation https://www.cisa.gov/news-events/cybersecurity-advisories/aa...
atmosx1 day ago
lol. Every time one of these ppl says something like that, it's because he just came out of a meeting where he learned that his direct US rival is beating him... So he is suddenly interested in regulation. We've been there with Altman, Musk, etc already. But at the time Anthropic was ahead :-)
SpicyLemonZest1 day ago
No, Altman and Musk have already said that they agree with Dario this time. As you can see upthread, people have already developed a novel conspiracy theory to account for that, as I'm sure they'll continue doing up to and beyond the realm of superintelligence.
epolanski1 day ago
China is already there, the differences are generally negligible.
throw031720191 day ago
Is this to strengthen financials? Less burn on training?
heaney-5551 day ago
Have you considered that he might actually just mean what he's saying?
ehwa371 day ago
He certainly has many financial reasons to mean what he says. Neither here nor there.
horsawlarway1 day ago
Sadly there's not much credibility for any participant in this industry. There's simply to much financial entanglement to take any statement at face value.

So... No. Even if he means what he's saying, it's irresponsible of us not to consider his possible motivations.

LogicFailsMe1 day ago
Those regulated models aren't just going to capture themselves!
zilfedieabout 20 hours ago
This is just regulatory capture talk that every CEO does. Zuck is guilty of it too. This is the first time that I really support it though. If things had fractured more by now, I might not care but the wealth concentration needs to be scrutinized and I think we can slow down and maybe not keep replacing rural hospitals with data centers, and still lead the globe in ai.
Biologist1231 day ago
The devil’s own horseman, whipping the horses on: “faster, faster, more compute! But I might also just ride this carriage over the cliff!”. Laughing maniacally as he goes.

Which one is it, Dario?

encyclopedism1 day ago
Everyone, collectively, stop thinking about neural networks too 'hard'. Whilst you're at it stop doing maths too!
bhouston1 day ago
CEO trying to avoid government regulation in his industry says what?
osockwkckwk1 day ago
I don’t think this has anything to do with that but with them realising that AI development has hit a wall and throwing more money and marketing at it won’t change that.
bhouston1 day ago
We are nowhere near a wall. Have you seen the progress of these models on benchmarks?
s1artibartfastabout 21 hours ago
The CEOs of testified to Congress begging for regulation
someguynamedqabout 20 hours ago
Don't have a competitor for Astra -> we need to slow down
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aczerepinski1 day ago
I was prompted to accept binding arbitration in order to read this, so I didn't. Feel free to summarize.
qurren1 day ago
Just delete the prompt in the DOM inspector and you don't actually have to agree to it.
5555watch1 day ago
Recalling their recent misuse report [0], I kind of agree with them. And performance/intelligence wise I think we are already at quite a nice local optima.

[0]: https://www.anthropic.com/threat-intelligence-report-septemb...

misnome1 day ago
Sounds like they hit a wall and are looking to score points for it.
hughes1 day ago
This is a paywalled article that is just a summary of the free original source[1].

[1] https://darioamodei.com/post/we-must-pace-the-frontier

deepfriedchokes1 day ago
This is all just more IPO hype. The suits eat this shit up because they don’t use the tech heavily themselves and thus don’t realize the limitations. Reminds me a lot of the Dotcom boom.
wg01 day ago
Then slow down your bots too please. I deployed a website last night. 10 out of 11 GB of bandwidth went to Claude bots alone with more than 90k requests.

Hypocrites hyping for the IPO.

PS: True story.

pattt1 day ago
I understand they have been criticized because they play capitalism particularly well, but there are many good points in the original article and it didn’t sound like an outright PR.
ChrisArchitect1 day ago
adolfojp1 day ago
Sad to see discourse on this website reduced to competitive cynicism.
bayindirh1 day ago
I mean, none of the frontier labs are beacons of ethics and collective progress. They all want to corner "the market" and pump the riches to their own pockets.

The discourse is a result of their behavior. Not the opposite.

samrus1 day ago
Exactly. People are expecting wode eyed optimism in response to some of the most cutthroat and cynical behavior from the leaders of the AI firms. Its crazy. They're making their bed but they dont want to lie in it
SpicyLemonZest1 day ago
People are expecting you to consider the possibility that they might believe what they're saying. If you don't start from the premise that they're lying, you'll discover that their behavior is not cutthroat or cynical at all, and the behavior that appears to be is instead an inevitable consequence of things that they knew would happen and warned the public about years ago.
s1artibartfast1 day ago
Perhaps, but that is no excuse. Rampant and unconstrained cynicism is toxic and self-destructive. Like a child that starts smashing their toys, hoping someone will take pity on them.
bigyabai1 day ago
Counterpoint; HN was destined to change.

Guys like Paul Graham are a rare breed, a Hobbit-like optimist living in the equivalent of Mordor. When the political headwinds are strong, that type of hopecore content finds the right people and motivates legitimate change. If we still lived in 2009, then yeah, this would be a bizarre reaction to a national-scale business saying that we need to organize for a greater purpose.

But two decades have passed. I'm not going to enumerate everything that happened, but the US lost a lot of international standing in that time. We saw unprecedented protectionism, app store censorship, crypto/NFT celebrity scams, national-scale bribery, American annexation threats against NATO members; 10 years ago this would all be called parody by HN. We all watched neoliberalism get the Gallagher watermelon treatment.

This HN is the older and callous one. It's not a comfortable status-quo, but blaming the skepticism reveals a shocking blindness on many people's behalf. The problems with Anthropic and OpenAI today isn't the possibility of RSI, it's their political commitment to corruption, lies, hysteria and debt. The closed-door research only exists to impose an artificial authority that wouldn't exist if oversight committees and responsible disclosure was enforced by a trustworthy government. None of that is "cynical" to highlight, it's an objective development in America's national AI story.

winstonwinston1 day ago
Why makes no sense at all unless you are very naive trusting they would not jump straight to the endgame if it was possible with the technology available.
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yomismoaqui1 day ago
Good luck convincing the chinese labs.
surajrmalabout 24 hours ago
Do Chinese labs actually do things beyond distilling other models?
kvetching1 day ago
this is the wholly wrong approach. We need to advance as fast as possible, and harden our systems as much as possible. That's the only way to prevent another actor from "taking over the internet".
Tubelord1 day ago
Agent ability is far outpacing alignment though
lukeschlather1 day ago
That doesn't really seem true. The HF hack happened with a model that had all the alignment safeguards disabled intentionally. I think there's a good case for that kind of research, but also, OpenAI could just not do that if everyone thinks it's too dangerous.
s1artibartfast1 day ago
Good.

It will take decades of economic and social innovation to catch up with current model capabilities.

No upside is worth the potential downsides of getting this wrong, even if you set aside all the x-risk stuff.

karim791 day ago
[flagged]
dang1 day ago
Please don't do this here. You may not owe $CEO better, but you owe this community better if you're participating in it.

https://news.ycombinator.com/newsguidelines.html

jacobgold1 day ago
Hey dang, what's the best way to deal with a submission being unfairly suppressed/flagged?

https://news.ycombinator.com/item?id=49676085

This is a really important topic (and a lot of vested interests involved), so I sent an email to hn@ycombinator.com but if it takes too long for any action to be taken there's no point, right?

(I'll delete this reply if I can later, couldn't think of any other options)

karim791 day ago
Fair enough. My bad.
OutOfHere1 day ago
Let me rewrite it for you:

We must not trust anything coming out of these CEOs, since they have a history of lying, and I don't for a second believe that they have our well-being at heart.

karim791 day ago
Thank you. Maybe the term ass hat was going a bit too far.