Technology9/19/2025Ars Technica

AI medical tools found to downplay symptoms of women, ethnic minorities

AI medical tools found to downplay symptoms of women, ethnic minorities

The article highlights concerns about the biases present in artificial intelligence (AI) medical tools, which can lead to inferior medical advice for female, Black, and Asian patients. Researchers have found that large language models (LLMs) used in these tools often downplay the symptoms of women and ethnic minorities, potentially leading to misdiagnosis or delayed treatment. The study examined the performance of several AI-powered medical tools and found that they were more likely to dismiss or underestimate the severity of symptoms reported by women, Black, and Asian individuals compared to their male or white counterparts. This bias is believed to stem from the training data used to develop these AI systems, which may reflect historical disparities and systemic biases in the healthcare system. The findings underscore the need for greater diversity and inclusivity in the development of AI medical tools, as well as the importance of continuous monitoring and improvement to address these biases. Addressing these issues is crucial to ensure that AI-powered healthcare solutions provide equitable and reliable medical advice for all patients.

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