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It is found that LLMs frequently adjust the readability of feedback to education levels when these are explicitly mentioned, and on the other hand, implicit conditions produce unpredictable biases, such as in question answering, where responses from lower-education levels receive lower sentiment scores.
92% of musical instrument associations in LLMs reinforce existing gender stereotypes, with striking modality-specific variations in bias strength.
