Introduces Situated Interaction Auditing (SIA) to examine how user sociodemographic signals affect LLM response quality, content, and tone in personal interactions.
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Beyond Third-Person Audits: Situated Interaction Auditing for User-Centered LLM Bias Research
Introduces Situated Interaction Auditing (SIA) to examine how user sociodemographic signals affect LLM response quality, content, and tone in personal interactions.