#dataset-bias

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#synthetic-data #data-sources #ai-ethics #medical-ai #patient-privacy #national-health-datasets
Philosophy
fromApaonline
3 weeks ago

From Synthetic Data to the Reshaping of Approaches to Representation

Synthetic data and datasets fundamentally shape AI design and outputs, raising ethical, social, and intellectual property concerns requiring careful governance.
Healthcare
fromArs Technica
1 month ago

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

Training AI on diverse, representative, privacy-sanitised medical datasets reduces bias but raises large-scale patient privacy and data-protection concerns.
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