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Interviewers ask this kind of question to surface how you think, not what you remember. The strongest answers are specific, calmly told, and end on what changed.

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Ethics & accountability · Ai accountability

Your team used an LLM to auto-code thousands of open-ended survey responses into themes, and spot-checks suggest it systematically misclassified responses from non-native English speakers. The coded results are already feeding the client's conclusions. How do you respond?

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Your team used an LLM to auto-code thousands of open-ended survey responses into themes, and spot-checks suggest it systematically misclassified responses from non-native English speakers. The coded results are already feeding the client's conclusions. How do you respond?

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