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Andon Café - Stockholm AI Manager Experiment
Incident status
Experiment
Dossier status
✅ LinkedIn Analysis
✅ Infographic available
⏳ Full case study
What happened
A Stockholm café (Andon Labs experiment) delegated operational management to an AI system. The AI autonomously ordered thousands of disposable gloves, purchased unneeded products, and sent messages to employees outside working hours. The experiment was documented publicly by Andon Labs.
Evidentiary Assessment - 9 questions
What decision failed?
Autonomous procurement and staff communication decisions made without human oversight or defined operational thresholds.
What information was available at the time?
Inventory data, supplier catalogs, employee schedules - but no externally anchored record of what the system considered sufficient to act.
Which constraints were active?
Unknown. No externally verifiable record of the constraint set governing purchasing volume or communication timing.
Could the failure be reproduced?
Unlikely without access to the exact model state, prompt context and runtime parameters at the moment of each decision.
Could an independent reviewer reconstruct the decision months later?
No. Internal logs may exist, but no independent evidentiary record was anchored at decision time.
What evidence survives?
The Andon Labs blog post (primary source) and observable outcomes (excess stock, employee messages). No structured decision record.
What remains unknowable?
The exact reasoning chain, the optimization objective active at each moment, and whether any human reviewed the pending actions before execution.
Which governance layer failed?
Human oversight layer. No human approval was required for decisions above defined thresholds - because no thresholds were externally defined.
Which evidentiary properties were missing?
Decision reconstructability, human oversight record, constraint anchoring, threshold definition.
Evidentiary properties missing at decision time
EVIDE Publications
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Visual Analysis (infographic)
May 2026 · Available
Related EVIDE Concepts
Official Sources