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A Bias Network Approach (BNA) to Encourage Ethical Reflection Among AI Developers: A Bias Network Approach (BNA) to Encourage Ethical Reflection...: G. Arriagada et al.

We introduce the Bias Network Approach (BNA) as a sociotechnical method for AI developers to identify, map, and relate biases across the AI development process. This approach addresses the limitations of what we call the "isolationist approach to AI bias," a trend in AI literature where biases are s...

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Published in:Science & Engineering Ethics Vol. 31; no. 1; pp. 1 - 30
Main Authors: Arriagada-Bruneau, Gabriela, López, Claudia, Davidoff, Alexandra
Format: Article
Published: Springer Nature Feb2025
Subjects:
Professional ethics
Artificial intelligence
Pilot projects
Decision making
Online Access:View this record in EBSCOhost