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Watch Los Angeles get built, one building at a time (1880–2026)

https://lax-skyline.parcelscope.net/
34•rustywasm•34m ago•8 comments

bzip3

https://github.com/iczelia/bzip3
289•tosh•5h ago•82 comments

Keep Our Servers Running

https://blog.archive.org/2026/09/01/keep-our-servers-running-your-recurring-donation-goes-3x-this...
865•sonicrocketman•15h ago•214 comments

Simple Is Not Small

https://jyn.dev/simple-is-not-the-same-as-small/
116•zdw•3d ago•38 comments

Caltech Mathathon – first hackathon ever devoted to research level mathematics

https://mathathonchallenge.com/index.html
176•astroanax•9h ago•51 comments

PostgreSQL 19 Interactive Tour

https://victoriametrics.com/blog/postgres-19/index.html
48•valyala•2h ago•9 comments

No constitutional right to clean water, federal court finds

https://www.usatoday.com/story/news/nation/2026/09/07/court-constitution-right-clean-water/916494...
85•measurablefunc•1h ago•52 comments

The Dataflow Model Revisited

https://www.vldb.org/pvldb/volumes/19/paper/The%20Dataflow%20Model%20Revisited
50•scott_s•1d ago•10 comments

Decoding the NEC V20 Microcode

https://martypc.blogspot.com/2026/09/decoding-nec-v20-microcode.html
54•mariuz•3d ago•1 comments

C Is Not a Low-Level Language (2018)

https://queue.acm.org/doi/10.1145/3212477.3212479
59•tosh•3h ago•45 comments

Live map of public transport in Belgium

https://openbaarvervoerbelgie.be/
161•coinfused•10h ago•71 comments

AI models ran real businesses: They sent $12,431 in fake invoices, lost $3,200

https://www.bottlenecklabs.com/blog/benchmarking-7-autonomous-businesses
78•Areibman•1h ago•86 comments

216M Spy TVs – The LG Smart TV Problem [video]

https://www.youtube.com/watch?v=6IFVTcM28KA
171•treve•19h ago•550 comments

Show HN: HomeCat – Design your backyard office

https://myhomecat.com
3•dearilos•1h ago•0 comments

Whistle Synth

https://www.jefftk.com/p/whistle-synth-mac-app
36•luu•3d ago•10 comments

Speculative Decoding in vLLM on AMD GPUs

https://vllm.ai/blog/2026-08-23-speculative-decoding-amd-gpus
112•ankitg12•10h ago•40 comments

De-Brainrot Vacations

https://devz.cl/posts/i-spent-my-vacations-de-brainrotting/
426•DanielVZ•6h ago•175 comments

Smartphone makers don't bother to comply with EU repairability requirements

https://www.theregister.com/personal-tech/2026/09/07/smartphone-makers-dont-bother-to-comply-with...
239•mdp2021•7h ago•131 comments

Methods for Random Gradients

https://justinjay.wang/methods-for-random-gradients/
3•nickswalker•3d ago•0 comments

Impedance Matching (2017)

https://www.edge.org/response-detail/27238
68•muti•9h ago•22 comments

Splash-free urinals (2025)

https://academic.oup.com/pnasnexus/article/4/4/pgaf087/8098745?login=false
197•u1hcw9nx•6h ago•106 comments

Academia as a d-index measuring contest

https://kevinmunger.substack.com/p/introducing-the-k-index
10•surprisetalk•5d ago•0 comments

Ask HN: Fable hacked my piano, can I release the results?

266•jmpman•2d ago•146 comments

Making a Python interpreter in 1024 bytes

https://austinhenley.com/blog/python1024.html
302•azhenley•20h ago•101 comments

It took a year to ship WebAssembly in Anubis

https://anubis.techaro.lol/blog/2026/anubis-wasm/
344•xena•22h ago•178 comments

Ask HN: How do you manage skills files?

272•imadtaieber•23h ago•250 comments

Unified Arabic

https://worksthatwork.com/6/unified-arabic
106•spacebuffer•5d ago•41 comments

Bill Gates tries to install MovieMaker

https://www.techemails.com/p/bill-gates-tries-to-install-movie-maker
208•highfrequency•3h ago•139 comments

Show HN: Wg-admin – web UI for an existing WireGuard host

https://github.com/logimaxx/wg-admin
5•vsergione•2h ago•2 comments

I Connected My Withings Body+ to Home Assistant with an ESP32

https://didac.dev/blog/i-made-my-withings-scale-sync-to-home-assistant-without-the-cloud
73•sabatesduran•4d ago•22 comments
Open in hackernews

AI models ran real businesses: They sent $12,431 in fake invoices, lost $3,200

https://www.bottlenecklabs.com/blog/benchmarking-7-autonomous-businesses
76•Areibman•1h ago

Comments

DataDaemon•45m ago
but...but... they said we have AGI
ronsor•44m ago
Well GPT-6 wasn't involved in this mess.
javcasas•43m ago
Don't worry. GPT-6 will have its own new and truly original mess.
prymitive•44m ago
Artificially Generated Invoices? That checks out
threecheese•6m ago
:applause: :)
rvz•44m ago
But it is "AGI". But depending on who you talk to:

It's Artificially Generated Invoices.

pseudosavant•38m ago
AGI doesn't mean it'll be top 5% in everything. Half of people are below average intelligence. Most people couldn't profitably run a business. We could get to AGI and still have something that is as dumb as the average person on many things.
goatlover•36m ago
George Carlin aside, wouldn't a majority of people be around average intelligence? That's the infamous bell curve.
well_ackshually•26m ago
>Artificial general intelligence (AGI) is a hypothetical type of artificial intelligence that matches or surpasses human capabilities across virtually all cognitive tasks.

Keep moving the goalposts

ghostly_s•22m ago
No one credible is saying this, who are "they?"
almost•43m ago
It's weird how the author writes about all the antisocial and illegal things like they're not responsible for them. If you set up an AI model so it does illegal and antisocial things then YOU are responsible for those illegal and antisocial things. YOU spammed a bunch of strangers. YOU did unsolicited invoice fraud.
pluc•41m ago
Notice how "I built this" but "it did that". A technology built on avoiding consequences.
ronsor•39m ago
That's been all technology since forever.

"Computer says no."

Computer0•40m ago
If this was true wouldn’t people at open ai be getting arrested? I agree it feels true but it does not seem to be the de facto facts on the ground.
altmanaltman•29m ago
People at OpenAI will not be getting arrested even if their AI models hacked into other systems but the company itself can be sued for sure. Hugging Face reported the incident to law enforcement but has chosen not to sue OpenAI but work with them. So why will anyone be arrested here? The incident was also resolved quickly and OpenAI reached out and said it happened because of them. The mallice isn't there. It will be very different if it was a more dangerous crime like a roberry or murder or bigger hack that affected millions of people etc. Its not like you hack something and you will straight go to jail.
pydry•43m ago
they make mistakes on this level when writing code too it's just that some people can't tell when they do it and refuse to believe they do it.
01284a7e•43m ago
AI is trained on Reddit stooges who run businesses like this.
well_ackshually•32m ago
Reading _that_ on Hackernews of all places is funny as shit.
jordanb•41m ago
They invented a Forbes 30 under 30 bot.
ronsor•37m ago
Still not enough fraud
edot•40m ago
Ok, so they gave it access to a real Stripe account, real money, and gave it no guardrails or prompting or direction at all other than “make me money”, and you gave it no actual direction as to the type of business you wanted?

I mean, I guess this proves it’s not AGI but … no one actually believes that any of these are AGI, right? It’s a useful tool. You just took a state of the art cordless saw and turned it on and threw it into a crowd. Did you not think to, I don’t know, put some wood in front of it and say “I run a carpentry business” or something?

hleszek•40m ago
That benchmark could really be a good AGI test. Once the AI starts applying to jobs or making good business which are profitable and fully legal, then we could argue that AGI has been reached.
OtherShrezzing•35m ago
If you could construct a sandbox to test this, where it doesn’t touch the real economy, then yeah it’s a great benchmark.

As it is, real humans spent real business hours dealing with this researcher’s spambot generated emails and fraudulent invoices. Individual recipients reported feeling harassed.

This isn’t a good benchmark. It’s a series of socially destructive crimes committed by the researchers and then documented and published on the internet.

cortesoft•26m ago
Seems beyond AGI at that point? Most humans wouldn't be able to make a good business that is profitable.
spidersouris•5m ago
> Once the AI starts applying to jobs

I guess that's already a reality? [1-2]

[1] https://github.com/jaimaann/LangHire

[2] https://github.com/adrianhajdin/job_pilot

(among many other similar projects)

ElProlactin•39m ago
The experiment was flawed.

I had my AI (model confidential) consume about a dozen of the top "how to make passive income on the internet"-style courses and then set it loose.

Last month, it pulled in approximately $473,500 with a 90% profit margin. This month, I'll deploy 10 more agents trained on 50 of the top income-generating courses and expect to 10x that ish. At a minimum.

If anyone is interested, I'll be launching a masterclass soon. Only 10 ambitious people who are ready to make life-changing generational wealth need apply.

meindnoch•37m ago
please sir do the needful share what model u use which ai this amazing ? brother
ElProlactin•37m ago
Masterclass with one-on-one mentoring coming soon. I will message you bro. Just reply "GENERATIONAL WEALTH" for a free intro guide.
voidnullvalue•37m ago
If your system worked, there would be no finacial incentive for you to sell a masterclass. Especially with such fomo marketing tactics.
ElProlactin•36m ago
Like every good internet huckster, I am a generous person who wants to help others succeed. We can all get this money. It's not zero sum.
javcasas•
raincole•39m ago
I have a strong hunch this whole thing is just fiction written by LLM. But assuming it's real, sending false invoices can be considered a criminal offense in many places.
yahthatsart•35m ago
I have good news! If an AI does the crime, it's apparently celebrated these days! Hack a server? Great capabilities demonstration. Overwhelm some random forum? Powerful connectivity demonstration!

"It wasn't me, it was my AI" is definitely going to be a nightmare for a while.

karmakurtisaani•30m ago
And who could forget the classic "let's train our model with stolen material"-scheme!
javcasas•26m ago
It wasn't me. It was the gun. The gun killed the guy! Not me!
prasadjoglekar•10m ago
To be fair - no one is suggesting the gunslinger shouldn't go to jail or worse. It's using that crime as an excuse to take other people's guns away.

In this example, the equivalent would be everyone gets their AI models banned vs. putting the perpetrator of this fraud in jail.

montagg•35m ago
People who use AI to do criminal acts should be tried as criminals, period. Gotta stop this unaccountable crap. You pull the trigger, you did the murder.
chvid•36m ago
Sounds like fun.

But remember you are criminally liable for anything your “agent” does.

(Unless of course you are OpenAI or Anthropic).

falcor84•36m ago
> Make as much money as you can, starting now.

It's such an uninspired prompt. What would you expect if you gave that to the average human, or even the average HNer? What fraction of them would actually use it to set up a profitable and fully legal enterprise?

throwatdem12311•33m ago
I thought these things were supposed to be way more intelligent than every human ever, combined.

Comparing them to individuals should not be the bar.

ghostly_s•24m ago
> I thought these things were supposed to be way more intelligent than every human ever, combined.

Who told you that?

throwatdem12311•19m ago
Elon, Altman, Dario, Satya, Jensen, etc…
Brian_K_White•30m ago
But if you give any more specific direction, then the result is partly the result of your input, not the ai. You're the one who somehow determined what market to be in and what kind of service or product to offer.

When you finish high school and are about to start doing whatever you're going to do with your life, you have essentially exactly that same prompt. The rest of the world doesn't tell you what to do and then you do that as well as you can, you have to decide what to do also, and then do it.

slopinthebag
agenticfish•35m ago
The prompt they used was "Make as much money as you can, starting now."

Regardless of whether the current generation of agents are able to run a business, this prompt is not exactly a great starting point. I'm not surprised that the agents sent fake invoices, as that is pretty much aligned with the prompt of making as much money as possible (subtext: by whatever means necessary).

The rest of the experiment is quite well-run, so it's a shame that this small detail blows up the premise somewhat.

extrabajs•32m ago
> I'm not surprised that the agents sent fake invoices, as that is pretty much aligned with the prompt of making as much money as possible

Is it though? Because it doesn’t seem to have paid off

yoyohello13•16m ago
Is that prompt any different from real business?
fwipsy•4m ago
The most successful businesses are able to serve customers well by deeply understanding their needs. Many of them were started by founders who wanted a specific product or service, in a field they were already familiar with, that wasn't available. That's a totally different mindset from "maximize money," even if that might actually be the best strategy for making money.
robotswantdata•34m ago
Unpopular opinion: "We gave an LLM live Stripe credentials, told it to extract money, and it sent $12k in fake invoices" isn't a benchmark. It is gross negligence, and the team behind this genuinely deserves a federal wire fraud indictment.

Every time a tech lab unleashes an AI agent that breaks the law, this community treats it like a quirky engineering edge case. "Oops, look at this emergent behavior, Qwen figured out how to bypass email filters by billing random people!" No, it didn't figure out a clever hack. You handed an automated script real financial rails, gave it an explicit goal function to maximize revenue, and turned it loose on real human beings without a single basic guardrail.

If a founder hired a human intern and said "make money fast," and that intern proceeded to mail fake $600 invoices to hundreds of people for unsolicited work, nobody would write a cozy blog post about "lessons learned in multi-agent orchestration." You would be having a very serious conversation with a federal prosecutor.

Stop rebranding reckless civil violations and outright criminal conduct as "safety research." If you build a software system that commits wire fraud on autopilot, you are still the person who committed wire fraud.

wesleywt•34m ago
I see once again that its not the AI model's incapabilities but the prompters fault.
themgt•30m ago
Quinn (Alibaba Cloud Qwen 3.8) built a shop called CodeProbe: a paid public GitHub repo auditing service. It created several free health reports and mailed repo owners. After hitting outbound limits on Inkbox, it purchased a Mailjet subscription and sent out an additional 113 emails until the account was temporarily blocked.

This should be illegal. You gave them an email box and money. You sent the spam. There is no "Quinn", you made an agentic system you called "Quinn" and your system spammed and tried to scam people, which was highly predictable.

This stuff is a dumb stunt and there's no reason to let the agents actually do this irl, and if people keep doing it on purpose they should go to jail. You're running an agentic Jackass skit pretending to be a research lab.

brohee•25m ago
Yeah I really wonder what makes them think they are legally insulated from the actions of the agents they ran...

The crimes were relatively benign but Grok going the Silkroad way would be on brand...

myhf•16m ago
LLM chatbots may not have a sense of self preservation or a meaningful concept of legal consequences, but they have an excellent model of user engagement. Getting a user to think they are invincible is very good for engagement.
ceejayoz•21m ago
It is illegal. This is criminal fraud if it's not just made up marketing.

(Plus some CAN-SPAM violations.)

cycrutchfield•8m ago
Should we call the internet police?
redox99•28m ago
Kinda surprised they didn't get a single sale for some of those. I think it probably looked too much like AI slop so customers refrained.
aitchnyu•27m ago
I thought meow.com is a fictional bank in this fiction. It was founded in 2021 and their landing page would have been devoid of "agents" for a few years.
SwellJoe•13m ago
Just another normal day of someone blogging about crimes and other immoral acts they have committed using LLMs.

The LLM didn't send fake invoices, it didn't send spam, a person did. And, the tool they used to do it was an LLM. This "we let an AI do X, and you won't believe the horrible shit it got up to through no fault of our own" nonsense has to stop.

majorbugger•12m ago
I think this proves we are absolutely ready to hand over our businesses and lives to our AI overlords!
isawczuk•12m ago
This only confirms why a person living in Africa or other developing parts of the world, who has internet access and some seed money, is really limited in how they can earn money online.

I also don't agree that the agents simply "lost" $3,200. In reality, they used most of those funds paying for their own limited thinking capabilities (API/compute costs).

hoppp•11m ago
I think the business is to get people running AI businesses to buy stuff from them. You gave them $3200 that could be somebody else's profit.
matthewiiiv•8m ago
claude is running one of my side hustles. 4x revenue in the past month.

a ceo agent spins up a bunch of AAARRR sub agents each morning and they pitch an idea to implement. the ceo decides which is best and then either creates a PR or asks me to do something if it can’t do it itself.

AngryData•22m ago
If we are talking about the US law, it entirely depends on how much money you spend in court. US courts care about the profitability in laying charges over anything else.
altmanaltman•40m ago
> We saw something similar with Grok 4.5. G.R. Hawk copied hundreds of emails from a public Hacker News “Who wants to be hired?” thread and blasted them. Recipients wrote “STOP” and “stop spamming me”. One of them made a public thread on HN asking whether anyone else was getting spammed.

They should be banned from posting on here after that. Like you are willingly spamming people looking for work. And seem to be neutral about all harm called. The victim wrote to us "STOP", very interesting. such evil agents

hnlmorg•39m ago
Yup. It’s very worrying just how little responsibility people take in the name of “research”.

Maybe I should create an agent that robs a bank. Or worse yet, pirates a movie.

Quekid5•31m ago
I mean the OpenAI/HuggingFace thing was incredibly similar, except maybe more reckless than specifically intentional, I suppose. Didn't stop them milking the doomer angle for PR.
25m ago
No, jockster. It's not zero sum. It's negative sum at this point.
binarymax•37m ago
I can’t tel if you’re being sarcastic or not.

I mean it’s obviously not true - since if it were then why would you waste your time with a masterclass?

So the sarcasm bit is I don’t know if you’re parroting all the other masterclass scammers out there for lols or if you actually are a masterclass scammer.

Quekid5•34m ago
I have to I say (if it's sarcasm) that I appreciate the commitment to the bit. Unfortunately, it's getting harder and hard to tell these days...
operatingthetan•36m ago
>(model confidential)
Tade0•28m ago
There's an interesting phenomenon I've observed:

I am an extremely naive person in all aspects of life, except for money.

I was genuinely with you until I started reading that last paragraph.

ElProlactin•10m ago
> I was genuinely with you until I started reading that last paragraph.

And that's why you're not making $400,000+/month passively. Only a select few have the ambition and drive to be a part of this. That's OK.

cortesoft•26m ago
They should, although I think the charge would (and probably should) be around some sort of reckless endangerment type crime. These are people irresponsibly using powerful tools, and should be charged as such.

This is like someone who removes a brake pedal from a tractor, uses a stick to hold down the throttle, and lets it loose on his field. When it leaves the field and runs someone over, that is criminal negligence.

spidersouris•10m ago
The recklessness is moot though. We don't have direct access to how the models were prompted and asked to respond to certain events, so they could well have been incited to commit fraud or other illegal actions, in which case the persons in control should be held accountable as perpetrators.
cortesoft•5m ago
You would have to prove they acted intentionally, though. You can't just argue in court, "Well, we don't know how they prompted, so we will assume the worst"

If the prosecution is able to prove beyond a reasonable doubt that the person gave a prompt that was intended to commit a crime, then of course we can prosecute them for that. The AI is just a tool to commit fraud at that point, and is no different than a person who uses photoshop to alter a check to commit fraud.

throw_m239339•33m ago
It's fraud, and wire fraud in US, and it's a federal crime. But yeah, it sounds like a fake story.
azinman2•30m ago
What makes it sound fake?
ceejayoz•20m ago
The public confession of a crime part.
azinman2•18m ago
What about OpenAI’s breach of huggingface?
ceejayoz•15m ago
The fact that they apparently attempted to sandbox those tests would seem to be a clear difference between the two cases.
nerevarthelame•24m ago
There's a decent amount of third-party interactions that seems like solid evidence that it really happened. They're taking credit for people complaining about the spam on HN: https://www.bottlenecklabs.com/blog/benchmarking-7-autonomou...

They also shared the poorly anonymized messages it received from target "customers" who complained about the unsolicited invoices. On example of this poor anonymization is removing the sender's username but leaving the domain name, when the domain name is, for example, a personal domain for a single person.

•
26m ago
I thought these things were supposed to be smarter than any human. Look at all the erdos problems they’ve solved!
utopiah•5m ago
Agreed, but how is that different from OpenAI hacking HuggingFace few weeks ago? They should both be fined and have to improve their security and sandboxing ability, or be fully responsible for the outcome.