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  • Designing for When AI Gets It Wrong: The UX of Human-in-the-Loop Systems

    September 15, 2026

    Designing for When AI Gets It Wrong: The UX of Human-in-the-Loop Systems

    AI-product-designdocument-processinghuman-in-the-loopmachine-learningUX-design

    AI products are often shown through their best-case scenario: Give the system an input, let the model process it, and get an accurate result in seconds, but production systems are rarely that clean. A scanned insurance form may be slightly rotated. A field may be handwritten. A passport image may be blurred. Different versions of

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