A fairness and robustness audit of four closed-source moderation APIs finds measurable group disparities and shows that LLM-based paraphrasing can bypass unsafe-content flags.
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Watching the AI Watchdogs: A Fairness and Robustness Analysis of AI Safety Moderation Classifiers
A fairness and robustness audit of four closed-source moderation APIs finds measurable group disparities and shows that LLM-based paraphrasing can bypass unsafe-content flags.