Fairness Audit Exposes Cultural and Demographic Bias in AI Survey Simulations
A fairness audit reveals that large language models simulate American public opinion far more accurately than Chilean responses while displaying ...
Tag: fairness
How workplace fairness shapes nurse turnover intention through organizational commitment
A study of registered nurses reveals that workplace fairness reduces turnover intentions both directly and by strengthening organizational commitment.
New Framework Uses Synthetic Data to Reduce ML Bias
A new preprocessing framework generates synthetic data to reduce representation bias in machine learning models while maintaining competitive predictive performance.
AI models rank accents in a hierarchy when scoring interviews and tests
University of Washington researchers found that leading AI models ranked Chinese and Nigerian accents lowest and American and British accents ...
Sample Size Formula Targets Precise and Fair Predictions in Clinical Models with Continuous Outcomes
A new Fisher's information-based method calculates the sample size needed to ensure clinical prediction models with continuous outcomes deliver precise, ...
New federated learning framework balances fairness, accuracy and blockchain cost
A five-stage aggregation framework called Hybrid Fair reports top F1 scores in six of eight model–dataset combinations while cutting blockchain ...
Chicago taxi-demand model reports higher spatial equity with modest accuracy cost
A Chicago study combining missing-data reconstruction, LSTM forecasting and RHP-based regularization reported up to 50% better spatial equity with an ...
Dynamic Network Structure Unifies Evolutionary Game Outcomes
A structure-coefficient theorem unifies the effects of network changes, strategy updates and mutation, and identifies dynamic core–periphery networks as promoting ...
Cross-sectional survey links informal AI exposure with ethical awareness among Khartoum medical students
A 2025 cross-sectional survey of 349 University of Khartoum medical students found moderate AI ethical awareness associated with informal exposure, ...
Medical Schools Are Googling Applicants, But Almost None Have Rules About It
A national survey finds that most U.S. medical schools review applicants' online presence even though over 90 percent have no ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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