Tag #Data Bias

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elmundo.es

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May 14, 04:12

AI Bias: Amplifying Societal Inequalities

AI systems trained on biased data perpetuate and amplify societal inequalities, impacting hiring, loan applications, and medical diagnoses; researchers are exploring mitigation techniques, while the EU's AI Act aims for responsible implementation.

AI Bias: Amplifying Societal Inequalities

AI systems trained on biased data perpetuate and amplify societal inequalities, impacting hiring, loan applications, and medical diagnoses; researchers are exploring mitigation techniques, while the EU's AI Act aims for responsible implementation.

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48% Bias Score

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Reduced Inequality

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What specific techniques are being explored to mitigate bias in AI algorithms, and what are their limitations?

AI systems inherit biases present in their training data, amplifying existing societal inequalities in areas like hiring, loan applications, and medical diagnoses.

theguardian.com

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Dec 14, 19:08

EPA Air Quality Monitors Disproportionately Located in Whiter Neighborhoods

New research reveals that the Environmental Protection Agency's air quality monitors are disproportionately located in whiter neighborhoods in the US, leaving communities of color less protected from dangerous pollutants; the study suggests this disparity may be due to political factors and institut...

EPA Air Quality Monitors Disproportionately Located in Whiter Neighborhoods

New research reveals that the Environmental Protection Agency's air quality monitors are disproportionately located in whiter neighborhoods in the US, leaving communities of color less protected from dangerous pollutants; the study suggests this disparity may be due to political factors and institut...

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20% Bias Score

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Good Health and Well-being

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What factors contribute to the unequal distribution of EPA air quality monitors, and what role do political influence and institutional racism play?

This disparity is shown by the study's analysis of nearly 8,000 EPA monitors nationwide, which found a lower average of monitors for various pollutants across all non-white groups. The inconsistent monitor placement raises concerns about the accuracy of air quality assessments and the potential for health disparities.

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