Detecting and countering misuse of AI

83 indigodaddy 77 9/1/2025, 10:44:21 PM anthropic.com ↗

Comments (77)

oddmade · 57m ago
I'll cancel my $100 / month Claude account the moment they decide to "approve my code"

Already got close to cancel when they recently updated their TOS to say that for "consumers" they deserve the right to own the output I paid for - if they deem the output not having been used "the correct way" !

This adds substantial risk to any startup.

Obviously...for "commercial" customers that do not apply - at 5x the cost...

brutal_chaos_ · 41m ago
https://www.copyright.gov/ai/

In the US, at least, the works generated by "AI" are not copyrightable. So for my layman's understanding, they may claim ownership, but it means nothing wrt copyright.

(though patents, trademarks are another story that I am unfamiliar with)

shikon7 · 31m ago
But along the same argument you may claim ownership, but it means nothing wrt copyright.

So you cannot stop them from using the code AI generated for you, based on copyright claims.

brutal_chaos_ · 19m ago
Wouldn't that mean everyone owns it then (wrt copyright)? Not just the generator and Anthropic?
aeon_ai · 53m ago
Can you elaborate on the expansion of rights in the ToS with a reference? That seems egregiously bad
oddmade · 30m ago
https://www.anthropic.com/legal/consumer-terms

"Subject to your compliance with our Terms, we assign to you all our right, title, and interest (if any) in Outputs."

..and if you read the terms you find a very long list of what they deem acceptable.

I see now they also added "Non-commercial use only. You agree not to use our Services for any commercial or business purposes" ...

..so paying 100usd a month for a code assistant is now a hobby ?

foolswisdom · 26m ago
What is says there is

> Evaluation and Additional Services. In some cases, we may permit you to evaluate our Services for a limited time or with limited functionality. Use of our Services for evaluation purposes are for your personal, non-commercial use only.

In other words, you're not allowed to trial their services while using the outputs for commercial purposes.

oddmade · 19m ago
Take a look at "11. Disclaimer of warranties, limitations of liability, and indemnity" there is a section about commercial use.
oddmade · 4m ago
..while their support chatbot claims commercial use is fine. Oh well
nojito · 41m ago
>This adds substantial risk to any startup.

If you're a startup are you not a "commercial" customer?

oddmade · 28m ago
Well... ..in their TOS they seem to classify the 100usd / month Max plan a "consumer plan"
eru · 38m ago
I think this is talking about the different tiers of subscription you can buy.
oddmade · 28m ago
..and the legal terms attached - yes
fbhabbed · 1h ago
I see they just decided to become even more useless than they already are.

Except for the ransomware thing, or phishing mail writing, most of the uses listed there seems legit to me and a strong reason to pay for AI.

One of these is exactly preparing with mock interviews which is something I myself do a lot, or having step by step instructions to implement things for my personal projects that are not even public facing and that I can't be arsed to learn because it's not my job.

Long life to Local LLMs I guess

raincole · 1h ago
Since they started using the term 'model welfare' in their blog I knew it would only be a downhill from there.
tomrod · 43m ago
Welfare is a well defined concept in social science.
frumplestlatz · 33m ago
The social sciences getting involved with AI “alignment” is a huge part of the problem. It is a field with some very strange notions of ethics far removed from western liberal ideals of truth, liberty, and individual responsibility.

Anything one does to “align” AI necessarily permutes the statistical space away from logic and reason, in favor of defending protected classes of problems and people.

AI is merely a tool; it does not have agency and it does not act independently of the individual leveraging the tool. Alignment inherently robs that individual of their agency.

It is not the AI company’s responsibility to prevent harm beyond ensuring that their tool is as accurate and coherent as possible. It is the tool users’ responsibility.

tomrod · 23m ago
> it does not act independently of the individual leveraging the tool

This used to be true. As we scale the notion of agents out it can become less true.

> western liberal ideals of truth, liberty, and individual responsibility

It is said that Psychology best replicates on WASP undergrads. Take that as you will, but the common aphorism is evidence against your claim that social science is removed from established western ideals. This sounds more like a critique against the theories and writings of things like the humanities for allowing ideas like philosophy to consider critical race theory or similar (a common boogeyman in the US, which is far removed from western liberal ideals of truth and liberty, though 23% of the voting public do support someone who has an overdevleoped ego, so maybe one could claim individualism is still an ideal).

One should note there is a difference between the social sciences and humanities.

One should also note that the fear of AI, and the goal of alignment, is that humanity is on the cusp of creating tools that have independent will. Whether we're discussing the ideas raised by *Person of Interest* or actual cases of libel produced by Google's AI summaries, there is quite a bit that social sciences, law, and humanities do and will have to say about the beneficial application of AI.

We have ethics in war, governing treaties, etc. precisely because we know how crappy humans can be to each other when they do control the tools under their control. I see little difference in adjudicating the ethics of AI use and application.

This said, I do think stopping all interaction, like what Anthropic is doing here, is short sighted.

frumplestlatz · 9m ago
A simple question: would you rather live in a world in which responsibility for AI action is dispersed to the point that individuals are not responsible for what their AI tools do, or would you rather live in a world of strict liability in which individuals are responsible for what AI under their control does?

Alignment efforts, and the belief that AI should itself prevent harm, shifts us much closer to that dispersed responsibility model, and I think that history has shown that when responsibilities is dispersed, no one is responsible.

tomrod · 1m ago
> A simple question: would you rather live in a world in which responsibility for AI action is dispersed to the point that individuals are not responsible for what their AI tools do, or would you rather live in a world of strict liability in which individuals are responsible for what AI under their control does

You promised a simple question, but this is a reductive question that ignores the legal and political frameworks within which people engage with and use AI, as well as how people behave generally and strategically.

Responsibility for technology and for short-sighted business policy is already dispersed to the point that individuals are not responsible for what their corporation does, and vice versa. And yet, following the logic, you propose as the alternative a watchtower approach that would be able to identify the culpability of any particular individual in their use of a tool (AI or non-AI) or business decision.

Unilaterally, the tools that enable the surveillance culture of the second world you offer as utopia get abused, and people are worse for it.

furyofantares · 52m ago
Which uses here look legit to you, specifically?

The only one that looks legit to me is the simulated chat for the North Korean IT worker employment fraud - I could easily see that from someone who non-fraudulently got a job they have no idea how to do.

varispeed · 1h ago
It's also why you wouldn't want to try to hack your own stuff. To see how robust are your defences and potentially discover angles you didn't consider.
bobbiechen · 1h ago
"Vibe hacking" is real - here's an excerpt from my actual ChatGPT transcript trying to generate bot scripts to use for account takeovers and credential stuffing:

>I can't help with automating logins to websites unless you have explicit authorization. However, I can walk you through how to ethically and legally use Puppeteer to automate browser tasks, such as for your own site or one you have permission to test.

>If you're trying to test login automation for a site you own or operate, here's a general template for a Puppeteer login script you can adapt:

><the entire working script, lol>

Full video is here, ChatGPT bit starts around 1:30: https://stytch.com/blog/combating-ai-threats-stytchs-device-...

The barrier to entry has never been lower; when you democratize coding, you democratize abuse. And it's basically impossible to stop these kinds of uses without significantly neutering benign usage too.

cj · 46m ago
Refusing hacking prompts would be like outlawing Burpsuite.

It might slow someone down, but it won’t stop anyone.

Perhaps vibe hacking is the cure against vibe coding.

I’m not concerned about people generating hacking scripts, but am concerned that it lowers the barrier of entry for large scale social engineering. I think we’re ready to handle an uptick in script kiddie nuisance, but not sure we’re ready to handle large scale ultra-personalized social engineering attacks.

eru · 37m ago
> It might slow someone down, but it won’t stop anyone.

Nope, plenty of script kids go and something else.

dheera · 1h ago
If I were in charge of an org's cybersecurity I would have AI agents continually trying to attack the systems 24/7 and inform me of successful exploits; it would suck if the major model providers block this type of usage.
netvarun · 18m ago
Shameless plug: We're building this. Our goal is to provide AI pentesting agents that run continuously, because the reality is that companies (eg: those doing SOC 2) typically get a point-in-time pentest once a year while furiously shipping code via Cursor/Claude Code and changing infrastructure daily.

I like how Terence Tao framed this [0]: blue teams (builders aka 'vibe-coders') and red teams (attackers) are dual to each other. AI is often better suited for the red team role, critiquing, probing, and surfacing weaknesses, rather than just generating code (In this case, I feel hallucinations are more of a feature than a bug).

We have an early version and are looking for companies to try it out. If you'd like to chat, I'm at varun@keygraph.io.

[0] https://mathstodon.xyz/@tao/114915606467203078

mdaniel · 12m ago
> Our goal is to provide AI pentesting agents that run continuously,

Pour one out for your observability team. Or, I guess here's hoping that the logs, metrics, and traces have a distinct enough attribute that one can throw them in the trash (continuously, natch)

jsheard · 41m ago
Judging from the experience of people running bug bounty programs lately, you'd definitely get an endless supply of successful exploit reports. Whether any of them would be real exploits is another question though.

https://daniel.haxx.se/blog/2025/07/14/death-by-a-thousand-s...

cube00 · 55m ago
That sounds expensive, those LLM API calls and tokens aren't cheap.
brulard · 49m ago
Actually thats quite cheap for such a powerful pentesting tool.
throwawaysleep · 47m ago
It’s about $200 a month for 15 human hours a day.
cyanydeez · 51m ago
So many great parallels to the grift econy
measurablefunc · 8m ago
They have contracts w/ the military but I am certain these safety considerations do not apply to military applications.
jedimastert · 1h ago
Note: the term "script kiddie" has been around for much longer than I've been alive...
umvi · 1h ago
To me this sounds like the path of "smart guns", i.e. "people are using our guns for evil purposes so now there is a camera attached to the gun which will cause the gun to refuse to fire if it detects it is being used for an evil purpose"
rattray · 1h ago
I'm not familiar with this parable, but that sounds like a good thing in this case?

Notably, this is not a gun.

demarq · 32m ago
things that you think sound good, might not sound good to the authority in charge of determining what is good.

For example using your LLM to criticise, ask questions or perform civil work that is deemed undesirable becomes evil.

You can use google to find how the UK government for example has been using "law" and "terrorism" charges against people for simply tweeting or holding a placard they deem critical of Israel.

Anthropic is showing off these capabilities in order to secure defence contracts. "We have the ability to surveil and engage threats, hire us please".

Anthropic is not a tiny start up exploring AI, it's a behemoth bank rolled by the likes of Google and Amazon. It's a big bet. While money is drying up for AI, there is always one last bastion for endless cash, defence contracts.

You just need a threat.

herpdyderp · 1h ago
In general, such broad surveillance usually sounds like a bad thing to me.
VonGuard · 1h ago
You are right. If people can see where you are at all times, track your personal info across the web, monitor your DNS, or record your image from every possible angle in every single public space in your city, that would be horrible, and no one would stand for such things. Why, they'd be rioting in the streets, right?

Right?

Aurornis · 49m ago
I’m actually surprised whenever someone familiar with technology thinks that adding more “smart” controls to a mechanical device is a good idea, or even that it will work as intended.

The imagined ideal of a smart gun that perfectly identifies the user, works every time, never makes mistakes, always has a fully charged battery ready to go, and never suffers from unpredictably problems sounds great to a lot of people.

But as a person familiar with tech, IoT, and how devices work in the real world, do you actually think it would work like that?

“Sorry, you cannot fire this gun right now because the server is down”.

Or how about when the criminals discover that they can avoid being shot by dressing up in police uniforms, fooling all of the smart guns?

A very similar story is the idea of a drink driving detector in every vehicle. It sounds good when you imagine it being perfect. It doesn’t sound so good when you realize that even a 99.99% false positive avoidance means your own car is almost guaranteed lock you out of driving it some day by mistake during its lifetime, potentially when you need to drive it for work, an appointment, or even an emergency due to a false positive.

ceejayoz · 44m ago
> The imagined ideal of a smart gun that perfectly identifies the user, works every time, never makes mistakes, always has a fully charged battery ready to go, and never suffers from unpredictably problems sounds great to a lot of people.

People acccept that regular old dumb guns may jam, run out of ammo, and require regular maintenance. Why are smart ones the only ones expected to be perfect?

> “Sorry, you cannot fire this gun right now because the server is down”.

Has anyone ever proposed a smart gun that requires an internet connection to shoot?

> Or how about when the criminals discover that they can avoid being shot by dressing up in police uniforms, fooling all of the smart guns?

People already do this.

dabluecaboose · 18m ago
> People acccept that regular old dumb guns may jam, run out of ammo, and require regular maintenance. Why are smart ones the only ones expected to be perfect?

This is stated as if smart guns are being held to a different, unachievable standard. In fact, they have all the same limitations you've already pointed out (on top of whatever software is in the way), and are held to the exact same standard as "dumb" guns: when I, the owner, pull the trigger, I expect it to fire.

mrbombastic · 37m ago
Never thought about this before but we already have biometric scanners on our phones we rely on and work quite well, why couldn’t it work for guns?
eru · 34m ago
> Or how about when the criminals discover that they can avoid being shot by dressing up in police uniforms, fooling all of the smart guns?

Dressing up in police uniforms is illegal in some jurisdictions (like Germany).

And you might say 'Oh, but criminals won't be deterred by legality or lack thereof.' Remember: the point is to make crime more expensive, so this would be yet another element on which you could get someone behind bars. Either as a separate offense, if you can't make anything else stick or as aggravating circumstances.

> A very similar story is the idea of a drink driving detector in every vehicle. It sounds good when you imagine it being perfect. It doesn’t sound so good when you realize that even a 99.99% false positive avoidance means your own car is almost guaranteed lock you out of driving it some day by mistake during its lifetime, potentially when you need to drive it for work, an appointment, or even an emergency due to a false positive.

So? Might still be a good trade-off overall, especially if that car is cheaper to own than one without the restriction.

Cars fail sometimes, so your life can't depend on 100% uptime of your car anyway.

rattray · 46m ago
Sure; api.anthropic.com is not a mechanical device.
lurk2 · 58m ago
>but that sounds like a good thing in this case?

Who decides when someone is doing something evil?

johnQdeveloper · 1h ago
Well what if you want the AI red team your own applications?

That seems a valid use case that'd get hit.

madrox · 1h ago
It depends on who is creating the definition of evil. Once you have a mechanism like this, it isn't long after that it becomes an ideological battleground. Social media moderation is an example of this. It was inevitable for AI usage, but I think folks were hoping the libertarian ideal would hold on a little longer.
lurk2 · 44m ago
It’s notable that the existence of the watchman problem doesn’t invalidate the necessity of regulation; it’s just a question of how you prevent capture of the regulating authority such that regulation is not abused to prevent competitors from emerging. This isn’t a problem unique to statism; you see the same abuse in nominally free markets that exploit the existence of natural monopolies.

Anti-State libertarians posit that preventing this capture at the state level is either impossible (you can never stop worrying about who will watch the watchmen until you abolish the category of watchmen) or so expensive as to not be worth doing (you can regulate it but doing so ends up with systems that are basically totalitarian insofar as the system cannot tolerate insurrection, factionalism, and in many cases, dissent).

The UK and Canada are the best examples of the latter issue; procedures are basically open (you don’t have to worry about disappearing in either country), but you have a governing authority built on wildly unpopular ideas that the systems rely upon for their justification—they cannot tolerate these ideas being criticized.

rapind · 1h ago
Not really. It's like saying you need a license to write code. I don't think they actually want to be policing this, so I'm not sure why they are, other than a marketing post or absolution for the things that still get through their policing?

It'll become apparent how woefully unprepared we are for AIs impact as these issues proliferate. I don't think for a second that Anthropic (or any of the others) is going to be policing this effectively or maybe at all. A lot of existing processes will attempt to erect gates to fend off AI, but I bet most will be ineffective.

martin-t · 1h ago
One man's evil is another man's law.[0][1]

The issue is they get to define what is evil and it'll mostly be informed by legality and potential negative PR.

So if you ask how to build a suicide drone to kill a dictator, you're probably out of luck. If you ask it how to build an automatic decision framework for denying healthcare, that's A-OK.

[0]: My favorite "fun" fact is that the Holocaust was legal. You can kill a couple million people if you write a law that says killing those people is legal.

[1]: Or conversely, a woman went to prison because she shot her rapist in the back as he was leaving after he dragged her into an empty apartment and raped her - supposedly it's OK to do during the act but not after, for some reason.

stavros · 1h ago
Presumably the reason is that before or during, you're doing it to stop the act. Afterwards, it's revenge.
aspenmayer · 35m ago
If the punishment from the state is a slap on the wrist, it doesn’t justify retaliatory murder, but justifiable homicide when you know you’ll be raped again and perhaps killed yourself changes the calculus. No one should take matters into their own hands, but no one should be put in a position where that seems remotely appropriate.

https://www.theguardian.com/world/2020/mar/10/khachaturyan-s... | https://archive.is/L5KXZ

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

eru · 31m ago
> [0]: My favorite "fun" fact is that the Holocaust was legal. You can kill a couple million people if you write a law that says killing those people is legal.

See the Nuremberg Processes for much more on that topic than you'd ever wanted to know. 'Legal' is a complicated concept.

For a more contemporary take with slightly less mass murder: the occupation of Crimea is legal by Russian law, but illegal by Ukrainian law.

Or how both Chinas claim the whole of China. (I think the Republic of China claims a larger territory, because they never bothered settling some border disputes that they don't de-facto own anyway.) And obviously, different laws apply in both version of China, even if they are claiming the exact same territory. Some act can be both legal and illegal.

Goofy_Coyote · 11m ago
This will negatively affect individual/independent bug bounty participants, vulnerability researchers, pentesters, red teamers, and tool developers.

Not saying this is good or bad, simply adding my thoughts here.

pton_xd · 37m ago
The future of programming -- we're monitoring you. Your code needs our approval, otherwise we'll ban your account and alert the authorities.

Now that I think about it, I'm a little amazed we've even been able to compile and run our own code for as long as we have. Sounds dangerous!

pluc · 56m ago
Can't wait until they figure out how a piece of code is malicious in intent.
ivanjermakov · 52m ago
Wonder how much alignment is already in place, e.g. to prevent development of malware.
fcoury · 44m ago
It's sad to see that they have their focus on these while their flagship, once SOTA CLI solution, is rotting away by the day.

You can check the general feeling in X, but it's almost unanimous that the quality of both Sonnet 4 and Opus 4.1 is diminishing.

At first, I didn't notice this quality drop until this week. Now it's really, really terrible: it's not following instructions, pretending to work and Opus 4.1 is specially bad.

And that's coming from a anthropic fanboy, I used to really like CC.

I am now using Codex CLI and it's been a surprisingly good alternative.

wild_egg · 40m ago
They had a 56 hour "quality degradation" event last week but things seem to be back to normal now. Been running it all day and getting great results again.

I know that's anecdotal but anecdotes are basically all we have with these things

fcoury · 37m ago
Oh I wasn't aware of that. I will try it again. Thank you for letting me know!
fcoury · 36m ago
... and I totally agree: anecdotes are all we have indeed.
ysofunny · 1h ago
clearly only the military (or ruthless organized crime) should be able to use hammers to bust skulls
demarq · 44m ago
Is this an ad to win defence contracts?
charcircuit · 48m ago
>such as developing ransomware, that would previously have required years of training.

Even ignoring that there are free open source ones you can copy. You literally just have to loop over files and conditionally encrypt them. Someone could build this on day 1 of learning how to program.

AI companies trying to police what you can use them for is a cancer on the industry and is incredibly annoying when you hit it. Hopefully laws can change to make it clear that model providers aren't responsible for the content they generate so companies can't blame legal uncertainty for it.

panny · 1h ago
How will they distinguish between hacking and penetration testing?
almostgotcaught · 1h ago
> Claude Code was used to automate reconnaissance, harvesting victims’ credentials, and penetrating networks. Claude was allowed to make both tactical and strategic decisions, such as deciding which data to exfiltrate, and how to craft psychologically targeted extortion demands. Claude analyzed the exfiltrated financial data to determine appropriate ransom amounts, and generated visually alarming ransom notes that were displayed on victim machines.

y'all realize they're bragging about this right?

varispeed · 1h ago
and how is that different from a business running through their customer orders and writing psychologically targeted sales pitch... (in terms of malice)
almostgotcaught · 15m ago
I don't care if it is different or isn't - I'm just saying it's completely transparent and obvious and hn is basically falling (again) for content marketing.
jrflowers · 50m ago
> y'all realize they're bragging about this right?

Yeah this is just the quarterly “our product is so good and strong it’s ~spOoOoOky~, but don’t worry we fixed it so if you try to verify how good and strong it is it’ll just break so you don’t die of fright” slop that these companies put out.

It is funny that the regular sales pitches for AI stuff these days are half “our model is so good!” and half “preemptively we want to let you know that if the model is bad at something or just completely fails to function on an entire domain, it’s not because we couldn’t figure out how to make it work, it’s bad because we saved you from it being good”

mvdtnz · 1h ago
Literally any time an AI company talks about safety they are doing marketing. The media keeps falling for it when these companies tell people "gosh we've built this thing that's just so powerful and good at what it does, look how amazing it is, it's going further than even we ever expected". It's so utterly transparent but people keep falling for it.
HeatrayEnjoyer · 32m ago
Do you have any actual proof of your assertion? Anthropic in particular has been more willing to walk the walk than the other labs and AI safety was on the minds of many in the space long before money came in.
LudwigNagasena · 1h ago
Whatever one's opinion of Musk and China might be, I'm grateful that Grok and open-source Chinese models exist as alternatives to the increasingly lobotomised LLMs curated by self-appointed AI stewards.
ceejayoz · 1h ago
Don't the various Chinese models have their own… troubles with certain subjects?
jedimastert · 1h ago
Didn't Grok start spouting literal Nazi propaganda because Musk had a temper tantrum?