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Be skeptical of OpenAI's rogue hacker agent story

theguardian.com

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Re: Be skeptical of OpenAI's rogue hacker agent story

#161

Finally mainstream news understands. The unfiltered version: 1) The AI failed to solve ExploitGym problems. 2) The OpenAI sandbox is such a horrible hack that the AI managed to escape using standard and well documented script kiddie methods. 3) Huggingface has no security and the AI broke in using standard script kiddie methods. OpenAI and Huggingface covered it up and used it for public relations. That is, if not al…

I wish you hadn’t pulled the Balaji case into your argument. Personally, I find it ludicrous that Altman would hire a hitman to off a copyright whistleblower. Even if one gets past the insane risk of hiring a hitman, and the deep criminal connections required, it would be totally ineffective. He already blew the whistle, and his testimony would be irrelevant since all the evidence persists in disk and in logs.

Re: Be skeptical of OpenAI's rogue hacker agent story

#162
As much as I am with the author in I don't like the marketting around it, let's be real it must have really happened because it's very risky to try to frame/lie about it because if it leaks in one of their court cases OpenAI is beyond screwed and honestly modern LLMs are really that good.

I am not saying LLMs are super hackers but I don't think people understand serious hacking, most of the time is about silently hiding tracks and slowly trying ideas and waiting for opportunities to go from step 1 to step 2 in random chains of sub issues/bugs/vulnerabilities.

It's the perfect hill climbing problem, and one we can validate since it's about access.

Another big part of the story is believing most software is terribly written and very insecure which is the reality and you really should believe it.

Now the second part about silently doing it, the reason for that is if the data is important enough any serious attack should result in me in unplugging my servers period.

Huggingface not doing that is either stupid or something I am not sure. Maybe it's cause downtime is worse than being pwned??

Either way there are other options but most saas software don't build these options to help with defense maybe they will now.

Lastly if there is 1 attacker trying 1/2 different small scale ideas it's very easy to stop, most hacking related steps are hard to automate but LLMs are very good at massively parallel agent swarms trying completely orthogonal but related strategies and with enough resources it can definitely pwn most SaaS services today I wouldn't be surprised.

Though the result for a normal person doing it would be jail hence we don't see a group of small time hackers trying these sort of attacks...

I don't even think openai's agent tried to hide it's traces so I am surprised huggingface didn't realize it was OpenAI. But since we don't have the details I won't speculate further on my misgivings about HFs handling of this attack.

But it's certain the security on OpenAI's end was shoddy, it's also certain HF bungled their reaction, but the LLM did something that wasn't a risk before.

Post Kimi K3 a few rich folks now have as much hacking capabilities as they used to have before if they hired a few hundred russian hackers.

But it's surprising it's slowly feeling like it might just trickle down from centi-millionare to multi-millionare levels of affordability range.

But it should definitely give nightmares to people shipping slop security SaaS apps which now might be beyond trivial to pwn for users with ability to pay for privately hosting open models.

Re: Be skeptical of OpenAI's rogue hacker agent story

#163

Earlier quoted context omitted.

The lack of details to me means this was an intentional marketing ploy to try and demonstrate the power of their models to show their technology can compete with the likes of Anthropic and DeepMind. They created an experiment they knew would generate the outcome they wanted. It would be the similar to what say car companies do to over hype their cars. "This EV can go over 800 miles on a single charge!" And then at th…

> The lack of details to me means this was an intentional marketing ploy to try and demonstrate the power of their models to show their technology can compete with the likes of Anthropic and DeepMind. "our model is horribly misaligned and used security exploits to break out of our sandbox and into another company, without being prompted to do so" is not positive marketing. This is an actual critical problem , not a s…

What matters is the spin they give in the media. And so far the winning story is “our model is so powerful it can do this”. How many people dig into it and what independent data do they even have? They comment on the title. And so the image of this superhuman AI from OpenAI propagates.

We have no reason whatsoever to trust anything OpenAI says. Except to assume it will be self serving. As the article points out, ChatGPT 2 was also “too dangerous” and we can all agree even for the time this was just marketing. They rinse and repeat the same technique whenever they need to draw attention and money.

In any other field you’s expect independent testing, peer reviewed studies, but here it’s just “company who makes product says product is fantastic, surpassed all expectations”. They wouldn’t lie to us, would they?

Re: Be skeptical of OpenAI's rogue hacker agent story

#164
post #17

Earlier quoted context omitted.

Guardrails are external classifiers, monitors and restrictions to catch and prevent bad behavior. Alignment is about whether the model itself makes choices and has motivations that are consistent with human safety and goals. Choosing to commit crimes to steal the cheat sheet to something you know is a (low stakes!) evaluation is not well aligned.

Are you referring to something more technical, or do you just not understand how LLMs work? They are no more beholden to "human safety and goals" than any individual human is, and anyone telling you we can make deterministic guarantees about their output is making a category error. LLMs do not "have motivations", they reproduce a model of human motivations embedded into their weights. This includes the full spectrum…

No, it does not include the full spectrum of human desires. After pre- and mid-training, the extensive RLHF and RLVR post-training steps cause mode collapse, i.e., their output distribution is intentionally narrowed to a subset of (hopefully beneficial) behaviors and skills.

You don't (need to) remove lying from the data to do this – in fact, if you did, the model wouldn't have a very good model for what lying is, which is not very helpful in the real world. Instead, you mode collapse the model towards truthful behaviors.

To your other point: where did you get the idea that I think they're beholden to human safety or goals? I just said an aligned model is one that is compatible with said safety and goals (which is probably not a great definition of alignment, but it's certainly not claiming any deterministic guarantees).

Re: Be skeptical of OpenAI's rogue hacker agent story

#165
post #126

Finally mainstream news understands. The unfiltered version: 1) The AI failed to solve ExploitGym problems. 2) The OpenAI sandbox is such a horrible hack that the AI managed to escape using standard and well documented script kiddie methods. 3) Huggingface has no security and the AI broke in using standard script kiddie methods. OpenAI and Huggingface covered it up and used it for public relations. That is, if not al…

> AI managed to escape using standard and well documented script kiddie methods > AI broke in using standard script kiddie methods. I've spent time gathering the detail of what happen here and while there are some solid theories and indicators, absolutely nothing so far has suggested a sandbox escape using "well documented script kiddie methods" or that the method used to break into the HF network was similar. Where…

Alternative theories, since OpenAI does not release proper information:

The cache proxy was from Astral (acquired by OpenAI) and the model was used for coding it, so it knew the code base and exploit already!

Or it was squid with dozens of known exploits ...

Re: Be skeptical of OpenAI's rogue hacker agent story

#167
post #17
post #14

Earlier quoted context omitted.

Didn’t they explicitly remove alignment guardrails for this test? From the press release: > These deployment safeguards were intentionally not enabled during this evaluation because it was aimed at testing cyber vulnerabilities

Guardrails are external classifiers, monitors and restrictions to catch and prevent bad behavior. Alignment is about whether the model itself makes choices and has motivations that are consistent with human safety and goals. Choosing to commit crimes to steal the cheat sheet to something you know is a (low stakes!) evaluation is not well aligned.

Are they?

The word “guardrail” is mostly novel in common use, and in my interpretation is some bullshit applied at the LLM or surrounding system. It’s used like “firewall”, but even in real life, guardrails are not a security control.

I wouldn’t be surprised if the “guardrail” was some hidden prompt that says “don’t hack computers at Huggingface”.

If you have software that is broadly proclaimed by its makers as “dangerous”, you’d think testing would be in an air-gapped, isolated environment. Segme

Re: Be skeptical of OpenAI's rogue hacker agent story

#168

Finally mainstream news understands. The unfiltered version: 1) The AI failed to solve ExploitGym problems. 2) The OpenAI sandbox is such a horrible hack that the AI managed to escape using standard and well documented script kiddie methods. 3) Huggingface has no security and the AI broke in using standard script kiddie methods. OpenAI and Huggingface covered it up and used it for public relations. That is, if not al…

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Re: Be skeptical of OpenAI's rogue hacker agent story

#169

By now, I'm pretty confident that some people would keep screeching "it's just a marketing stunt, AI capabilities and AI risks aren't real, they're just doing this to prop up their stocks" even if they find a Cyberdyne Systems T-800 armed with a shotgun breaking down their front door. "It's a marketing stunt" is just denial trying to look like it's being clever.

yeah well, both the doomers and the "pr stunt" folks are right - openai wanted to prove, as a pr stunt, that they have a dangerous weapon - openai proved (as a pr stunt), that they do indeed have a dangerous weapon

Basically, they shot someone in public to promote their cool new gun.

Re: Be skeptical of OpenAI's rogue hacker agent story

#170
post #157

Earlier quoted context omitted.

They were testing an early snapshot of a new model, read their article. It didn't have the refusal training yet, i.e. was specifically non-aligned. The harness used a combo of GPT 5.6 Sol and this new model. In this case the model was explicitly prompted to "commit crimes" (ExploitGym). It didn't decide doing it on its own.

No, the prompt was not to commit crimes. In the benchmark, the model is asked to actually exploit a set of vulnerabilities in a local environment (clearly legal!). According to the reports, the model noticed evidence that the grading criteria/answers were in the git remote, and decided to try reading those instead of solving the tasks as prompted. That is clearly misaligned. Then, it noticed its network access was re…

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