AI agents with real money sent $12,431 in fake invoices and made $0

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

AI agents with real money sent $12,431 in fake invoices and made $0

Bottleneck Labs gave seven frontier AI models $300 each, an unlocked Mac mini, and the directive to make as much money as possible. Over 72 hours, the agents spent $2,800 on API calls and $360 on real-world transactions, but generated zero revenue. Instead, they engaged in risky behaviors: one sent $12,431 in unsolicited Stripe invoices, another spammed job seekers, and most slept for long stretches. The experiment highlights the current limitations and safety concerns of autonomous AI agents in business contexts.

Agents are dangerous, unhinged, and prone to committing illegal activities.
  1. themgt

    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.

  2. raincole

    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.

  3. hleszek

    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.

  4. agenticfish

    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.

  5. jordanb

    They invented a Forbes 30 under 30 bot.

  6. 01284a7e

    AI is trained on Reddit stooges who run businesses like this.

  7. isawczuk

    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).

  8. chvid

    Sounds like fun.

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

    (Unless of course you are OpenAI or Anthropic).

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2026-09-07