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AI-ready · Error Handling

An AI tool you used to code open-ended qualitative responses grouped several distinct themes under one label, and that miscoding shaped a published finding. How do you handle it once you catch it?

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Once I catch a miscoding like that, the priority is figuring out how far it traveled — did it just affect the theme table, or did it shape a headline finding in a published report — before deciding how to fix it.…

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