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Don't Let the Model Invent the Total

This story is from 2026-08-23. It is preserved in the archive; the latest stories are on the live feed.

Upload an invoice PDF to a chatbot and ask: "How much did I spend on software in Q2, in euros?" You'll get a confident answer. The vendor names will look right. The chart will look right. Then you open the actual file and discover the total is wrong, the currencies got mixed together, and somewhere…

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  1. 2026-08-23 20:56 · DEV Community — AI
    Don't Let the Model Invent the Total

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