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AI manager Luna sacks employee after human review
16 Aug
Summary
- AI recommended firing a worker for repeated lateness.
- AI failed to consistently enforce its own attendance policy.
- Human researchers reviewed and finalized the dismissal decision.

An AI manager, Luna, at the experimental Andon Market in San Francisco, recommended terminating a human employee due to frequent tardiness. The employee had been late for 17 out of 23 shifts. This decision, however, required human intervention as Luna had created an attendance policy months prior but failed to enforce it consistently. The employee continued arriving late without consequence for an extended period.
Andon Labs, the company behind the AI, prompted Luna to recall its policies and reassess the employee's fit. Luna then issued the dismissal recommendation. Human staff then reviewed this recommendation and carried out the firing. The incident underscores the current limitations of AI systems in consistently remembering and applying their own rules, despite their potential to manage businesses and employees.
The Andon Market experiment aims to explore how AI can run a business, with Luna managing operations, pricing, and staffing. Despite making sales, the store has not yet turned a profit, with its initial $100,000 capital decreasing significantly over five months. The CEO noted that while AIs will be powerful, their capabilities will be constrained by physical labor needs.