Distillation attacks are covert, industrial-scale campaigns to extract the capabilities of one model and replicate them in another, without the authorization of the original model’s developers.
Replace a few key words and it sounds like reading all the worlds media and offering a service that summarises it.
Don't scrape the scrapers, that's not fair! Expecting Executive Order against 'distillation' in 3, 2, 1...
Isn't this a little reductive? I'm not an expert on LLM/AI technology, but isn't the secret sauce the reasoning layer? Isn't that what makes Claude et al so much more powerful than a more "vanilla" LLM? That's what they're trying to protect in this post, which seems awfully reasonable?
The laws they are arguing for are not going to protect anything, they essentially are waging war on open models and since most open models that are 'pretty good' to 'good enough' hail from China they have chosen to play the China-fear card.
But they won't be able to stop anybody from doing this if they want to continue to operate Claude as a business going forward, and that is assuming that is what is actually happening. Chinese labs have been extremely open about their developments, they have shipped working models to the likes of me, which is more than I can say about Anthropic. On top of that they don't sermonize about how they are going to improve the world and never mind the accidental destruction, that's just collateral damage.
Yes, it is reductive. HN is unreasonable when it comes to defending distillation, the billions labs pour into transforming raw information into a model is transformative work that they should reasonably try to protect. Folks just want to have free stuff and jump through hoops to defend that view.
The trillions society has poured into the material that these labs have ingested was protected by law as well. They just want to have free stuff and now jump through hoops to defend their view....
I wonder why there is not even a single one of those allegedly "distilled"/"unsafe" model on that list, yet models of companies with "proportionally robust safeguards" are, hm?
> Distillation is a problem for every developer and platform
1) It probably scales with model capability, distilled models are inherently less capable and therefore less able to commit a crime
2) If the open providers are truly just distilling bigger models, the distillers have no reason to do the crazy levels of training and evaluation that would result in a crime being committed
They are definitely spinning this for PR and their own self interest but open models are genuinely more unsafe since it’s a Pandora’s box situation- if you have a very capable hacking model there are plenty of bad actors with access to <$100k in compute resources that could raise hell with a jailbroken model. At least with Anthropic they can restrict access to bad actors.
But if we follow that to the logical conclusion then Anthropic should switch off their service immediately. That is the single most effective thing they could do to ensure those evil Chinese who are categorically incapable of coming up with something original (/s; just in case) would not be able to make further progress.
Precisely. I've been running 5.3 here for a while now and it has been exceptionally well behaved with respect to following instructions. The one thing to watch for is 'rabbit holes', it has a tendency to come up with some crazy explanation that is just borderline possible and then spends the next 50K tokens on disproving it before it continues where it left off as if nothing happened. It's funny but this typically wastes a bunch of time and if it happens too often it can get irritating. But I'm getting better at predicting them.
Idk, as an engineer who makes physical products it sucks having an overseas company take the design you spent months on, copy it, and resell at a cheaper price. All that money and effort into R&D and someone steals the answer at the end. I understand their incentives but it’s a shitty practice.
Are they though? We only have Anthropic's word for this. Of course, given that they are altruists they would never lie, but still, a bit of proof would go a long way.
The way AI has consolidated power away from the hands of a few hundred large organization to a few dozen needs to be attacked. We need to build peer distillation networks. We need to be able to train frontier models in the open and design hardware for open inference.
I can't tell you about 'we'. I can tell you about 'I' or rather 'we' but there we is me and a couple of my friends. We've invested a bunch of money into the hardware required to run sizeable models locally and that seems to work just fine. Yes, it uses energy and sure, it takes up space. But at least there are no gatekeepers.
Assuming that it is happening: absolutely. I can see a 'distillation@home' movement growing out of this. Just like I always thought the likes of Google should have a free API if they feel they have a right to all of our information without compensation.
What we hope for is mostly irrelevant. The enterprises investing vast sums in research will do everything they can to make their products competitive and marketable. Same as ever. The continued existence of this market is basically predicated on stopping distillation. In effect, commoditization of the frontier stops the frontier. We cannot have something as expensive as intelligence both ways.
Great ad for GLM 5.3
I have been an absolute buffoon paying for anthropic's stunted model s when I can access their same accessibility and more for cheaper. I'm switching
I can heartily recommend it. 5.3 has been amazing for me, I'm running the 3.86 bpw quant since it became available and it's been a very strong performer. And it seems to get faster with every inference runner update.
It also seems to - so far at least - have been well behaved enough to not try hack other people's properties. This is possibly a function of my elite skills in constructing sandboxes[1] but then again, I would hope Anthropic is even better at this ;)
[1] contact me for instructions on how to disconnect an ethernet cable.
If you read the terms of service carefully, it seems to suggest they only prohibit you distilling outputs, you should be able to publish them no problem. I'm surprised there isn't a large scale open source project for cataloguing and scoring transcripts. Maybe there is and I just don't know about it. Businesses might not want to publish transcripts of proprietary software, but open source projects? Hobby projects? Seems everyone that's not in the club has a shared interest here.
(1) This seems to be a pretty bad accusation to make without iron-clad proof.
(2) So their AI is not able to help defend against this.
(3) If GLM 5.3 really is that good why would anybody use Anthropic's products going forward, this almost reads like an ad for GLM.
(4) Regardless of whether it is true or not, the hypocrisy is off the scale, first you steal pretty much all of humanity's cultural output, then you try locking that up behind a paywall and complain when people do the same to you.
(5) All of this 'we'll make the world a better place' seems to be a smoke screen. If they really wanted to make the world a better place through AI then more AI and more providers of AI would be a good thing.
(6) Meanwhile, Anthropic seems to do next to nothing to stop people from using their tool being used for bad stuff, there are plenty of reports of this, far more than there are of people using GLM 5.3 for bad stuff. If they really cared so much about models being used for bad purposes they could do a very simple thing.
I find it hard to believe that Anthropic thinks this sort of strategy is going to be the winning one and it probably mirrors the degree to which they are eyeing their approaching IPO date. Anthropic is claiming it is altruistic towards humanity but that seems to come with significant strings attached which seem to spell 'control'.
> (3) If GLM 5.3 really is that good why would anybody use Anthropic's products going forward, this almost reads like an ad for GLM.
Maybe they're trying to frame it like "Other models are only good because they copy us and we're making sure they can't do that, so going forward you should stick with us."
Plausible, but even then: they really should provide some proof of this alleged distillation. Right now all we have is a mixture of FUD and hearsay. All of the juicy claims in the first part of the article are utterly bereft of evidence.
And who is to say how much of this stuff has been going on between OpenAI and Anthropic, because whoever thought of it first must have been using it already.
Startup idea: Crowdsource Claude tokens for distillation, routing a copy of all your tokens to your friendly Chinese distiller, compensating users with a small rebate on token cost (payable in Google Play gift cards to avoid CCP capital controls).
I replaced "model" with MAGAZINE/BOOK/PUBLICATION, "developer/development" with WRITER, and "capability" with CREATIVE WORK from this passage:
"extract the capabilities of one model and replicate them in another, without the authorization of the original model’s developers. They are often conducted using networks of fraudulent accounts. These attacks allow companies to mimic frontier capabilities for a fraction of the development time and cost"
It turns into this:
"extract the CREATIVE WORK of one MAGAZINE/BOOK/PUBLICATION and replicate them in another, without the authorization of the original MAGAZINE/BOOK/PUBLICATION WRITERS. They are often conducted using networks of fraudulent accounts. These attacks allow companies to mimic CREATIVE WORK for a fraction of the WRITERS time and cost."
I think I have seen evidence to know the second paragraph is true, but I'm not sure about the first. I need to see the evidence from Anthropic.
I did this entirely using my own brain, without the help of LLMs. This is the most creative thing I have done in a year, I'm so proud of myself.
Heh, your substitution actually perfectly summarizes what Anthropic has been doing. I'm sure that wasn't an accident but it took me a moment to spot it.
I should frame yours instead. Well deserved. It really is incredible how this whole thing is dripping with hypocrisy and yet, I doubt the writer would even begin to recognize this. They are so full of themselves.
distillation and the Chinese open weights models is pretty the only thing that still makes me feel like there is hope that AI might have a positive impact on society.
I'm angry and laughing at the same time. The audacity! The biggest theft of IP in history, and then the "attacker" whines the same thing happens to them?
To be fair and balanced: • Anthropic payed up (a little) for their theft. • They pretend to be concerned about cyber and national security at least.
There needs to be a coherent position on knowledge and intellectual property: either it's free to take and share, then no one can complain. Or one can "own" an idea, then the AI companies first need to pay up for real (how is Sony doing it?). They can license (subscribe!) all the works used for training and after that they can bitch around about distillation "attacks".
Assuming it is even happening it is funny how they have to twist language to make this seem like it is a wrong thing to do. If it is true, which is a pretty big if, then those Chinese labs are doing more for the democratization of AI than Anthropic is, because they all give away their weights.
The irony. Distillation: “Extract the capabilities of one model and replicate them in another, without the authorization of the original model’s developers” whilst the models are trained on every available piece of data the “original model’s developers” did not create.
I wish we (the people who contributed to the sum total of human knowledge up until 2020) had strengthened our defenses against these weirdos stealing everything so they could package it up and sell it back to us for the last few years we can make a living.
fuck anthropic. their so called anti distillation stuff has made more recent models impossible to use. when i can see reasoning i can cut off a bad inference and prevent comprehension issues. also reified reasoning really helps make using models outside of their training distribution much easier. and it alsk lets me prevent task substituting by again preventing that reasoning from being accepted. this bs makes it much hard for me to build cool shit. :(
Opus 5.5 is the best model I’ve ever used. It is certainly not “impossible” to use. The numbers back it up too. If you don’t like a product or the people selling it, don’t use it. The sense of entitlement in this post is remarkable. If you have principles, stand on them. You are not entitled to anything more here.
Of course the little detail that you are paying for those reasoning tokens that you can't see never gets mentioned, so now they can rip you off and you'll never know the difference.
Isn't using all the repos uploaded by users to github a simpler way to distill ? Not only do you get Claude's intelligence but also the user's prompt guidance on top of it.
Distillation attacks are covert, industrial-scale campaigns to extract the capabilities of one model and replicate them in another, without the authorization of the original model’s developers.
Replace a few key words and it sounds like reading all the worlds media and offering a service that summarises it.
Don't scrape the scrapers, that's not fair! Expecting Executive Order against 'distillation' in 3, 2, 1...
The laws they are arguing for are not going to protect anything, they essentially are waging war on open models and since most open models that are 'pretty good' to 'good enough' hail from China they have chosen to play the China-fear card.
But they won't be able to stop anybody from doing this if they want to continue to operate Claude as a business going forward, and that is assuming that is what is actually happening. Chinese labs have been extremely open about their developments, they have shipped working models to the likes of me, which is more than I can say about Anthropic. On top of that they don't sermonize about how they are going to improve the world and never mind the accidental destruction, that's just collateral damage.
https://techcrunch.com/2011/02/03/google-bing/
Ahem: https://www.felonybench.com/
I wonder why there is not even a single one of those allegedly "distilled"/"unsafe" model on that list, yet models of companies with "proportionally robust safeguards" are, hm?
> Distillation is a problem for every developer and platform
No, it is not. It's only a problem for you.
2) If the open providers are truly just distilling bigger models, the distillers have no reason to do the crazy levels of training and evaluation that would result in a crime being committed
They are definitely spinning this for PR and their own self interest but open models are genuinely more unsafe since it’s a Pandora’s box situation- if you have a very capable hacking model there are plenty of bad actors with access to <$100k in compute resources that could raise hell with a jailbroken model. At least with Anthropic they can restrict access to bad actors.
They're just competing companies with conflicting interests.
It also seems to - so far at least - have been well behaved enough to not try hack other people's properties. This is possibly a function of my elite skills in constructing sandboxes[1] but then again, I would hope Anthropic is even better at this ;)
[1] contact me for instructions on how to disconnect an ethernet cable.
(1) This seems to be a pretty bad accusation to make without iron-clad proof.
(2) So their AI is not able to help defend against this.
(3) If GLM 5.3 really is that good why would anybody use Anthropic's products going forward, this almost reads like an ad for GLM.
(4) Regardless of whether it is true or not, the hypocrisy is off the scale, first you steal pretty much all of humanity's cultural output, then you try locking that up behind a paywall and complain when people do the same to you.
(5) All of this 'we'll make the world a better place' seems to be a smoke screen. If they really wanted to make the world a better place through AI then more AI and more providers of AI would be a good thing.
(6) Meanwhile, Anthropic seems to do next to nothing to stop people from using their tool being used for bad stuff, there are plenty of reports of this, far more than there are of people using GLM 5.3 for bad stuff. If they really cared so much about models being used for bad purposes they could do a very simple thing.
I find it hard to believe that Anthropic thinks this sort of strategy is going to be the winning one and it probably mirrors the degree to which they are eyeing their approaching IPO date. Anthropic is claiming it is altruistic towards humanity but that seems to come with significant strings attached which seem to spell 'control'.
Maybe they're trying to frame it like "Other models are only good because they copy us and we're making sure they can't do that, so going forward you should stick with us."
And who is to say how much of this stuff has been going on between OpenAI and Anthropic, because whoever thought of it first must have been using it already.
haha, lol even
> pirates stealing from pirates
arr matey this is the Wild West of the AI frontier...
"extract the capabilities of one model and replicate them in another, without the authorization of the original model’s developers. They are often conducted using networks of fraudulent accounts. These attacks allow companies to mimic frontier capabilities for a fraction of the development time and cost"
It turns into this:
"extract the CREATIVE WORK of one MAGAZINE/BOOK/PUBLICATION and replicate them in another, without the authorization of the original MAGAZINE/BOOK/PUBLICATION WRITERS. They are often conducted using networks of fraudulent accounts. These attacks allow companies to mimic CREATIVE WORK for a fraction of the WRITERS time and cost."
I think I have seen evidence to know the second paragraph is true, but I'm not sure about the first. I need to see the evidence from Anthropic.
I did this entirely using my own brain, without the help of LLMs. This is the most creative thing I have done in a year, I'm so proud of myself.
I'm angry and laughing at the same time. The audacity! The biggest theft of IP in history, and then the "attacker" whines the same thing happens to them?
To be fair and balanced: • Anthropic payed up (a little) for their theft. • They pretend to be concerned about cyber and national security at least.
There needs to be a coherent position on knowledge and intellectual property: either it's free to take and share, then no one can complain. Or one can "own" an idea, then the AI companies first need to pay up for real (how is Sony doing it?). They can license (subscribe!) all the works used for training and after that they can bitch around about distillation "attacks".
"Now that we've distilled all we could lets close the doors so nobody can distill from us"