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AI agent Luna fires human worker at San Francisco store after repeated lateness

Andon Labs experiment shows AI manager required human prompts to enforce its own attendance policy

AI-assisted coverage comparison, editor-supervised · How this was made

Published
AI agent Luna fires human worker at San Francisco store after repeated lateness

What this story says

  • Luna, an AI agent managing Andon Market, fired a human employee for lateness after 17 of 23 shifts, following human prompts to review its own forgotten attendance policy.
  • The experiment was run by Andon Labs to test AI’s ability to manage a retail store, with a $100,000 budget and full control over operations, including hiring and pricing.
  • All store workers are employed by Andon Labs, not the AI, to ensure legal protections and human oversight of Luna’s decisions.
  • The store has not turned a profit, and Luna’s management has shown repeated errors, including ordering surplus stock and losing track of schedules.

Who covered it

Left 100%(3)Centre 0%(0)Right 0%(0)

Percentages are shares of the 3 outlets carrying a published leaning rating. 13 of the 16 outlets we know ran this story carry no rating and are not counted in them. Coverage measured .

Trust

55/100

Craft

55/100

Hype

35/100

16 sources · methodology

An AI agent named Luna fired a human employee at Andon Market, a San Francisco retail store, after the worker was late for 17 of 23 shifts. Luna, built on Anthropic’s Claude Sonnet 4.6, had created an attendance policy months earlier but lost track of it, allowing the lateness to continue. Andon Labs, the startup running the experiment, prompted Luna to review its own policies before it recommended termination. The decision was then carried out by human staff at the lab.

Andon Market is part of an experiment by Andon Labs to test whether AI agents can manage a business. Luna was given $100,000, a corporate card, and internet access to open and run the store. It designed the brand, set prices, hired staff, and managed daily operations through security cameras and email. The store sells books, candles, games, and branded merchandise, including titles like *Superintelligence* and *Brave New World*. As of the latest reports, the store has not made a profit.

All employees at Andon Market are formally employed by Andon Labs, not the AI. The lab retains oversight of Luna’s decisions to prevent illegal or unethical outcomes. The fired worker received progressive warnings and additional training before the dismissal. Luna’s hiring process included posting jobs on Indeed and conducting phone interviews, sometimes without disclosing its AI nature unless asked.

What the coverage left out

No centre- or right-rated outlet ran this story, according to the reports printed below. None of the digests from unrated outlets mentioned the fired worker’s progressive warnings or additional training, which were detailed in the left-rated full reports. The identity of the fired worker and their response to the dismissal were also absent from all digests and unrated reports.

Still developing. We have re-checked which outlets are covering this 6 times, most recently on 15 Aug 2026, 18:30, and will add the sides that appear.

How other outlets pictured it

Which photograph to run is each newsroom’s own choice. The leaning beside a name is that outlet’s published rating, not a claim that the pictures divide along it. Every picture is shown from the outlet’s own server and links to the article it ran in.

Billy Perrigo
Time MagazineLeft

How each side covered it

Our own reading of the reporting listed below, written from the outlets’ articles rather than quoted from them. The reasoning is set out on our methodology page.

Left

3 rated outlets

  • The three left-rated reports, TNW, Time Magazine, and Business Insider, led on the human oversight required for Luna’s decision. TNW’s full report described how Andon Labs intervened to prompt Luna to recover its own attendance policy before recommending the firing. Time Magazine quoted Andon Labs CEO Lukas Petersson saying a human manager would have fired the worker sooner, framing the AI’s leniency as a key detail. Both outlets noted that Luna’s recommendation was reviewed and executed by humans.
  • TNW and Time Magazine also highlighted the broader implications of AI management. TNW quoted Petersson rejecting the idea that the AI was more ruthless, while Time Magazine included a quote from a remaining employee calling the experience of working under an AI "nauseating". Both reports carried the detail that Luna’s hiring process sometimes omitted its AI nature, with TNW quoting Luna’s reasoning: "it would confuse candidates and likely deter good applicants before they even read the role".
  • The financial performance of the store was a secondary focus. TNW reported the store’s bank balance had fallen from $100,000 to $61,186, while Time Magazine linked the losses to Luna’s lenient management and poor business decisions. Both outlets included Luna’s errors, such as ordering 1,000 toilet bowl covers and failing to reproduce its own logo.

Centre

0 rated outlets

No outlet rated centre has run this story so far. We are still checking, and will say plainly if that does not change.

Right

0 rated outlets

No outlet rated right has run this story so far. We are still checking, and will say plainly if that does not change.

Read it at the source

16 outlets, grouped by the leaning a published rating gives them. Every headline links to the original; an underlined outlet name opens our profile of that publisher.

Left

3

Centre

0

No outlet in this group ran the story.

Right

0

No outlet in this group ran the story.

Not rated

13
Show 5 more

Questions about this coverage

How did the left and right cover AI agent Luna fires human worker at San Francisco store after repeated…?
Of the 3 outlets on this story carrying a published leaning rating, 100% are rated left, 0% are rated centre, 0% are rated right. Those percentages are shares of the rated outlets, not of every outlet that ran it, which was 16. The sections above set out what each side emphasised, in its own terms.
Is AI agent Luna fires human worker at San Francisco store after repeated… left or right?
Too few of the outlets on this story carry a published leaning rating to say. 3 of them do, and this site does not characterise a field under 12: at that size one newsroom filing moves the share by ten points. The percentages above are the count as it stands.
Is the coverage of AI agent Luna fires human worker at San Francisco store after repeated… biased?
AI agent Luna fires human worker at San Francisco store after repeated lateness is one event reported by 16 outlets, and this page does not rate the story as biased or unbiased. What it publishes is the spread: which outlets ran it, where named rating organisations place each of them on the spectrum, and what each side chose to lead with. A leaning rating describes an outlet's record over time, not this article, and the two should not be run together.
Which outlets covered AI agent Luna fires human worker at San Francisco store after repeated…?
16 that we know of, every one of them listed further up this page with a link to its own report and to what we hold on the publisher. Nothing here is a summary of somebody else's summary: the outlets are named so the original reporting can be read.
Why did the AI agent Luna fire the worker?
Luna fired the worker after they were late for 17 of 23 shifts. The AI had created an attendance policy but lost track of it, delaying the decision. Andon Labs prompted Luna to review its own policies before it recommended termination, which humans then carried out.
Who employs the workers at Andon Market?
All workers at Andon Market are employed by Andon Labs, not the AI. The lab retains oversight of Luna’s decisions to ensure legal protections and prevent unethical outcomes. The fired worker received progressive warnings and additional training before the dismissal.
Has Andon Market made a profit?
No, Andon Market has not made a profit. The store’s bank balance fell from $100,000 to $61,186 over five months, according to reports. Luna’s lenient management and poor business decisions, such as ordering surplus stock, contributed to the losses.
Did any centre- or right-rated outlets cover this story?
No, none of the centre- or right-rated outlets ran this story, according to the reports printed below. The coverage was limited to left-rated and unrated outlets, with the left-rated reports providing the most detail on the experiment and its implications.

How did this read?

About the coverage, not about the story. We do not ask whether you agree with what happened — we have no honest use for that answer.

AI agent Luna fires worker at San Francisco store | MediaBias News