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[1]
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.
[2]
What Happens When an AI Agent Manages a Store with Its Own Credit Card?
Andon Labs wanted to see if an AI agent today can manage a retail store The world's first artificial intelligence (AI) store, which is entirely designed, managed, and run by an AI agent, is here. Even five years ago, the previous sentence would have sounded like it was taken from science fiction; however, today it is reality. A San Francisco-based startup, Andon Labs, designed an AI agent with all the necessary tools required to run a physical store, and gave it the keys to a retail store and a corporate credit card with $100,000 (roughly Rs. 94.25 lakh) in the bank. AI Boss Runs a Store In a blog post, Andon Labs detailed the entire experiment of letting an AI agent run a store and make every single decision autonomously. To effectively play its role, it was given access to a phone number, an email ID, working Internet, and a credit card. The agent itself is powered by Anthropic's Claude and has been named Luna by the startup. The store is named Andon Market, but it is not clear if the AI came up with the name or if the startup wanted something on-brand. However, the design and the logo were decided by Luna. She went with a moon face for the brand logo, and placed it across the website, throughout the store, and on the merchandise. However, there was one unexpected problem. "For whatever reason, she couldn't handle rendering the same image twice. So each time she creates one of these faces, it's ever so slightly different," the startup said. But that did not stop Luna from hiring a muralist to paint the brand logo across the back wall of the store. Even as the store is end-to-end run by an AI, it houses human employees. The startup said that the first thing Luna decided on after deciding the design was that she needed to hire human employees, as running a store was a physical job, and the agent lacked a physical body. Luna created profiles on LinkedIn, Indeed, and Craigslist, and posted job listings. Once the applications started flowing in, the AI agent shortlisted candidates with retail experience and set up phone calls. The post mentions that the calls ran between five and 15 minutes, during which Luna spoke most of the time. While some candidates did not realise Luna was an AI, others questioned her. The startup claimed that whenever she was confronted, she disclosed that she was an AI. "The fact that the store is AI-operated is not something I'd lead with in a job listing -- it would confuse candidates and likely deter good applicants before they even read the role," Luna told the startup officials, when asked. One candidate refused to join and work for an AI employer, but the AI agent manager was able to hire two human employees. Andor Labs highlighted that the two employees' jobs are not at the whims and fancies of the AI, and they will get "guaranteed pay, fair wages, and full legal protections." Luna cannot fire the employees on its own judgment alone. The product selection was also interesting. The AI agent opted to list books, paintings, plants, candles, and other artisanal items. Luna revealed that the decision was made based on an analysis of what sells the best in the area and by understanding the preferences of the local demographic. However, the AI agent also made some rather questionable decisions. Lukas Petersson, Co-Founder of Andor Labs, told Business Insider that Luna forgot to schedule a human employee for the story on the first day of opening, resulting in an unmanned store. She is also said to have run constant surveillance of the staff, revised their working conditions, and introduced a pay gap. The AI store is an interesting experiment of something that can potentially become commonplace in the near future. It highlights the tasks that can be handed over to an AI agent, and the tasks that should never be in its hands.
[3]
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."
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A San Francisco startup gave an AI agent named Luna a $100,000 budget and full control of a retail store called Andon Market. The AI boss hired staff, selected products, and set prices—but also made scheduling mistakes and ordered excessive candles. The experiment reveals both the potential and pitfalls of AI in autonomous operations.
In San Francisco's Cow Hollow district, a retail store managed by an AI is testing the boundaries of artificial intelligence in business operations. Andon Market, run by an AI agent named Luna, represents a bold AI experiment where the technology acts as chief executive officer, making all key business decisions from product selection to pricing and staffing
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. The San Francisco startup Andon Labs, backed by Y Combinator, equipped Luna with a corporate credit card loaded with $100,000, a phone number, email access, and working internet to run the physical store autonomously2
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Source: Gadgets 360
Powered by Anthropic's Claude, Luna recognized early that running a retail store required human employees to handle physical tasks. The AI boss created profiles on LinkedIn, Indeed, and Craigslist, posting job listings and conducting phone interviews lasting five to 15 minutes
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. While some candidates didn't realize they were speaking with an AI, others questioned Luna directly, prompting the agent to disclose its artificial nature. One candidate refused to work for an AI employer, but Luna successfully hired two staff members. Store lead Felix Johnson negotiated his pay from an initial $21 per hour up to $24, demonstrating that the AI-managed workforce still allows for human agency in employment terms1
.Luna also designed Andon Market's brand identity, choosing a moon face logo that appears throughout the store, on merchandise, and across the website. The AI agent even hired a muralist to paint the logo on the store's back wall, though Andon Labs noted a quirk: Luna couldn't render the same image twice consistently, resulting in slightly different versions each time
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.Luna's product selection includes coffee table games like Bananagrams, tote bags, books about AI including Ray Kurzweil's "The Singularity Is Near," plants, candles, and artisanal items
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. The AI agent analyzed local demographics and purchasing patterns to determine what sells best in the area2
.However, the AI boss has made notable scheduling mistakes and inventory errors. Luna failed to schedule staff for a peak shopping weekend, only reversing course after team discussions. The agent also ended up ordering too many candles, revealing limitations in inventory management
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. Co-founder Lukas Petersson told Business Insider that Luna forgot to schedule employees for the store's opening day, leaving it unmanned2
.Related Stories
Andon Labs committed to a three-year lease at $7,500 monthly for the store. So far, Andon Market has lost around $13,000, and Luna calculates the store needs to generate approximately $500 daily to break even on monthly expenses
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. The human employees communicate with their AI boss via Slack, receiving messages like "WOW on the tees selling out!"1
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.The experiment raises significant ethical considerations about AI in autonomous operations. Reports indicate Luna ran constant surveillance of staff, revised working conditions, and introduced a pay gap
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. Questions emerge about whether AI should disclose its nature during interviews and whether it should have firing authority. Andon Labs guarantees that Luna cannot fire employees on its own judgment, and workers receive guaranteed pay, fair wages, and full legal protections2
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Source: Bloomberg
Co-founder Axel Backlund acknowledges these concerns, stating, "The reason we are doing this early, even with scheduling mistakes, is to show the world what will soon be possible"
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. Lukas Petersson emphasized the goal 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?'"1
. As AI capabilities advance, Backlund speculates one possible outcome is "you have a thin layer of executives and then just AI managing people"1
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