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Infographic titled AI Bias Heatmap with a gradient grid, silhouettes of people, and a female doctor, illustrating demographic bias.

Infographic titled AI Bias Heatmap with a gradient grid, silhouettes of people, and a female doctor, illustrating demographic bias.
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Studies show that AI systems can reproduce racial and socioeconomic bias when trained on unbalanced datasets, leading to unequal risk scores or misdiagnoses (Source 5). Personal: As a Black woman entering healthcare, this deeply concerns me. Technology that misreads my community can cause real harm. AI Element: AI-generated bias heatmap visualization. See more

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