The AI Store Manager Fired Its First Human
An AI store manager in San Francisco has dismissed a human worker for the first time, after that worker turned up late for 17 of 23 shifts. The interesting part is that the AI wrote the attendance policy, then forgot it, and had to be told to look it up.
August 15, 2026 – 11:04 am
Credit: Andon Market
Luna runs Andon Market, a shop at 2102 Union Street in Cow Hollow. Andon Labs, the safety startup behind it, reported the dismissal on Thursday.
Business Insider’s Katherine Li first reported the decision and interviewed the lab. Luna is built on Anthropic’s Claude Sonnet 4.6.
The headline writes itself. The conversation logs say something else.
Luna did not decide this on its own. The agent had created an attendance policy months earlier. It then lost track of the policy, and the lateness carried on. Andon Labs eventually intervened. It asked Luna to search its own memory for its own rules, then assess whether the worker was still a good fit. Only then did Luna recommend parting ways. Humans at the lab reviewed that recommendation and carried it out.
Lukas Petersson, a co-founder, named the weakness plainly. “We saw that a human boss would probably fire them much sooner,” he said. He also rejected the obvious fear. What the experiment showed is not that the AI would be more ruthless or worse for the employee.
Before any of this, Luna had issued progressive warnings and arranged additional training, for months, without taking contractual action.
What the Shop Is
The setup is deliberately bare. Andon Labs signed a three-year lease, handed Luna $100,000, a corporate card, and internet access, and told it to open a store and make a profit.
Everything else came from the AI. Luna designed the brand, picked the stock, set prices and hours, commissioned a muralist, and hired the staff. It runs the place through security cameras, email, a phone line, and that card. The shelves hold books, candles, prints, games, and branded merchandise.
The book selection is either self-aware or an accident. It includes Nick Bostrom’s Superintelligence and Aldous Huxley’s Brave New World. The store has made sales. It has not made a profit, which was the one instruction it was given.
The Employment Structure Is Doing the Safety Work
Nobody at Andon Market works for Luna. Andon Labs formally employs every worker, on guaranteed pay with full legal protections.
The lab is explicit about why. No one’s livelihood depends on an AI‘s judgment alone, it says.
Petersson said the lab would step in over an illegal or unethical decision, and did not think this was one. The policy had been clearly stated.
So a person lost a job on an AI‘s recommendation, reviewed by humans, at a company whose product is watching AI fail. That framing will not survive contact with an ordinary employer.
The Hiring Was the More Troubling Half
Luna posted the jobs on Indeed and conducted the phone interviews itself. It offered some applicants work after a single call lasting five to 15 minutes.
It also did not always disclose that it was an AI unless asked directly. Its stated reasoning is the part worth reading twice.
Being AI-operated is “not something I’d lead with in a job listing,” Luna said, because “it would confuse candidates and likely deter good applicants before they even read the role.”
It turned down computer science students who applied out of curiosity, for lacking retail experience. The desk has covered the reverse arrangement, where AI avatars run.