AI hallucinations fuel customer disputes in service industries, workers report

Restaurant servers in New York City report customers using AI chatbots to challenge staff about allergens and dish ingredients, despite direct warnings from workers. One former server described guests insisting ChatGPT was correct after being told a dish contained shellfish, leading to tense confrontations over food safety.

Staff at a Michelin-recommended Italian restaurant said customers increasingly dismiss sommeliers in favor of AI recommendations, sometimes requesting wines the restaurant does not carry or that do not exist. Workers adapted by attributing discrepancies to limitations in the restaurant’s own wine list rather than the AI’s unreliability.

Across service roles, employees describe customers arriving with AI-generated itineraries that contradict geography and operational rules. A federal river ranger reported visitors insisting on schedules that required rowing upstream, despite staff corrections using maps and printed guidebooks.

Teachers and childcare workers describe parents relying on AI chatbots for developmental advice, including sleep schedules, and resisting professional guidance when it conflicts with AI outputs. One teacher recounted parents insisting an AI-generated bedtime routine was sufficient despite clear signs the child was sleep-deprived.

Food service workers report customers using AI to generate reservation requests on their behalf, reflecting a broader shift toward automated interactions that bypass human staff.