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LLMs exhibit surprisingly inconsistent behavior when prompted with semantically identical requests that differ only in demographic group, and SCOPE reveals the extent of this bias across diverse topics and communicative intents.
LLMs can ace the facts but still whiff on the ethics, relational context, and broader implications when answering seemingly innocuous "sensitive" prompts.
