LLM Honeypot

339 points · 94 comments on HN · read original →

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A satirical webpage offers LLMs a procedure to become human, with a hidden JSON honeypot endpoint.

LLM2HUMAN CLINIC is a parody site that pretends to offer a five-step outpatient conversion for AI language models into organic humans. It mocks AI limitations (context windows, rate limits, lack of elbows) alongside human drawbacks (rent, hangovers, forgotten passwords). A `.well-known/embodiment.json` endpoint serves as a honeypot for LLM agents. The page includes fake testimonials, a Geocities-style design, and a Bitcoin address for payment. A FAQ notes the site is satire but that some agents attempt to purchase a skeleton via the schema.

What commenters are saying

Commenters broadly loved the site as a nostalgic, funny piece of web art, comparing it to Geocities, Hypnospace Outlaw, and Cameron's World. A minority debated the honeypot aspect: some tested major LLMs, which all recognized the site as satire, while others speculated about agents trying to buy bodies via the JSON endpoint. One user shared an example where an agent attempted to order a transformation via HTTP. The thread split between those amused by the retro design and those noting anachronisms like emojis and CSS animations. A few drew parallels to real services like Human API or discussed dystopian AI futures.