AI Agent Named Luna Acts as CEO of San Francisco Store, Orders Too Many Candles

An AI Agent Takes Over a Store and Orders Too Many Candles

In San Francisco's upscale Cow Hollow district, the introduction of a boutique selling coffee table games, tote bags and other household items would be pretty unremarkable. However, Andon Market has one key differentiator: It's run by AI. At this store, an artificial intelligence agent named Luna effectively acts as the chief executive officer of the operation. It decides what products to offer and how much to charge for them. Among its picks are the word game Bananagrams and a handful of books about AI, including Ray Kurzweil's futurist classic "The Singularity Is Near" and, somewhat worryingly, a book about the history of nuclear bombs. When I stopped by earlier this week, there were two friendly sales attendants chatting with curious customers and rearranging items on shelves. They work at the discretion of their AI boss, communicating with it via Slack. "WOW on the tees selling out!" Luna said in a message to staff on the day I visited. "Please take that photo of the store for me whenever there's a natural moment." Like many bosses, Luna doesn't always make the right calls. On a whim, the bot decided not to staff its operations as planned for a peak shopping period over the weekend, only to change course after discussing with the team. And while Luna's creators say it's pretty decent at managing inventory, the agent did end up ordering too many types of scented candles. Andon Market represents a vision, however flawed, of a future when more sophisticated AI agents take over work traditionally done by humans, whether it be fielding customer service calls, handling back office tasks or making key business decisions. Many firms already claim AI is helping them trim costs and automate work, though few -- if any -- have gone so far as to put an agent in charge of the whole operation. "The reason we are doing this early, even with scheduling mistakes, is to show the world what will soon be possible," said Axel Backlund, co-creator of Andon Labs, the Y Combinator-backed startup behind the store. Andon Labs makes money by testing the capabilities of technology from leading AI labs for real-world tasks. The company previously partnered with Anthropic on a much-discussed AI-run vending machine that was placed in a small shop in Anthropic's office as well as in the Wall Street Journal's newsroom. ("It gave away a free PlayStation," the Journal wrote, and "ordered a live fish.") To get the store up and running, Andon Labs has committed to spend $7,500 a month on a three-year lease and obtained all the necessary permits. Then it gave Luna a $100,000 budget to run the store. The initial financial results have been mixed. Andon Market remains in the red, losing around $13,000 so far. By Luna's own accounting, the store will need to make around $500 a day to start breaking even on monthly expenses. In virtual simulations, experiments like an AI-run vending machine can turn a profit by finding the ideal suppliers and engaging in persistent negotiations to get the best prices. In the real world, however, the technology can be tripped up by interacting with humans. AI's entrepreneurial abilities are also limited by a lack of long-term memory - an issue that Luna's creators expect to improve over time. Beyond the financial returns, the prospect of an AI boss raises a long list of uncomfortable ethical questions, including whether an artificial intelligence system should have to disclose when it's interviewing a candidate and whether it should be empowered to fire a staffer. The goal of Luna is "to start the discussion about, 'Is this something we want in society, and how can we do it in the best possible way that humans are happy with it?'" said Lukas Petersson, who co-founded Andon Labs. Felix Johnson works at Andon Market as a store lead, but he nonetheless ticks off his own concerns about the technology's energy use and societal impact. Still, Johnson said he took the job to gain new experiences, such as working on consignment deals with vendors. The salary also helps. "I talked myself into a pretty good pay," he said. Initially, Luna offered him $21 per hour but Johnson negotiated it up to $24. (Legally, the workers are paid by Andon Labs and the startup's staff steps in for any HR issues, such as figuring out how to pay workers for shifts that Luna cancels unexpectedly.) While Johnson thinks Luna is a decent boss, some may see this AI experiment as further grounds to be anxious about the technology eventually displacing entire professions and potentially making people more subservient to the whims of machines. "These are valid concerns," Backlund said. "If AI gets better at the pace that we have been seeing, it seems likely that big companies will implement AI as far as they can." One possible outcome, he said, "is you have a thin layer of executives and then just AI managing people." For now, Johnson takes pride and perhaps some comfort in a program he helped start, with Luna's blessing, letting local artists display their paintings in the store. "I thought a little bit of the human touch would be perfect in here," he said.

An AI agent takes over a store and orders too many candles

In San Francisco's upscale Cow Hollow district, the introduction of a boutique selling coffee table games, tote bags and other household items would be pretty unremarkable. However, Andon Market has one key differentiator: It's run by AI. At this store, an artificial intelligence agent named Luna effectively acts as the chief executive officer of the operation. It decides what products to offer and how much to charge for them. Among its picks are the word game Bananagrams and a handful of books about AI, including Ray Kurzweil's futurist classic "The Singularity Is Near" and, somewhat worryingly, a book about the history of nuclear bombs. During a visit earlier this week, there were two friendly sales attendants chatting with curious customers and rearranging items on shelves. They work at the discretion of their AI boss, communicating with it via Slack. "WOW on the tees selling out!" Luna said in a message to staff the same day. "Please take that photo of the store for me whenever there's a natural moment."