Instruction: Explain your strategy for creating a prompt that aims to reduce bias in gender classification, including any specific phrasing or techniques used.
Context: This question assesses the candidate's awareness and handling of bias in AI models, specifically focusing on gender. It evaluates the candidate's ability to design prompts that are fair and unbiased.
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I would first note that gender classification is a sensitive task and often should be avoided unless there is a clear, legitimate use case. If it must be done, the prompt should minimize unsupported inference and require uncertainty.
For example: Classify only if the...