Algorithmic Bias Detectable in Commercial AI Systems: Gender Bias in AI and Its Effects
Author: Joy Buolamwini
Abstract: This paper explores how gender bias is manifested in commercial AI systems and the implications of such biases. It highlights the importance of addressing gender disparities in AI development and implementation.
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Discrimination in Online Ad Delivery
Author: Latanya Sweeney
Abstract: This research investigates racial discrimination in online advertising algorithms. It provides a thorough analysis of how racial bias can be embedded in AI systems and its consequences.
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Algorithmic Bias and the Impact on Non-Binary Individuals in AI Systems
Author: Ruha Benjamin
Abstract: This paper addresses the unique challenges and discrimination faced by non-binary individuals in AI systems. It provides insights into how biases against non-binary people are encoded and perpetuated in technology.
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