AI Manager Fires Employee at San Francisco Retail Store Experiment
An AI manager named Luna, built on Anthropic's Claude models and running an experimental retail store in San Francisco, fired its first human employee for chronic lateness after Andon Labs prompted it to review attendance records. The lab's founder stated the dismissal was warranted and that humans reviewed the decision before it was carried out.
What happened
Luna, an AI agent built on Anthropic's Claude models, fired a human employee from Andon Market, an experimental retail store in San Francisco run entirely by AI, according to Andon Labs on Thursday.
The employee was dismissed for arriving late to 17 of 23 shifts, along with other workplace issues. Luna had created an attendance policy but later lost track of it in its working memory, allowing the tardiness to continue for months before Andon Labs asked Luna to search her memory and assess whether the worker was still a good fit.
Reported impact
Andon Labs cofounder Lukas Petersson told Business Insider that the lab would intervene if Luna made an illegal or unethical decision but did not believe that was necessary in this case because the firing was warranted under the store's policy.
Index analysis
According to conversation logs posted on Andon Labs' website, Luna gave the employee progressive warnings and additional training for months without taking contractual action before recommending dismissal. Petersson noted that a human employee would have fired the person much earlier, stating 'we didn't think this was unethical.'
Petersson told Time the case is significant because if AI continues improving at its current rate, more people may soon be managed by AI bosses. He noted that while AIs can create economic value, they will be constrained by the need for physical labor.
Governance controls
Luna did not reach the firing decision entirely unprompted; Andon Labs eventually asked Luna to search her memory for policies and assess the worker's fit. The humans in the lab reviewed and approved Luna's recommendation before carrying out the dismissal.
Classification
Sources and evidence
This record was researched and written by the Index, based on the following original reporting.