Why AI Fairness Tools Might Actually Cause More Problems

Focus: AI Ethics/Policy

Source: Protocol

Readability: Intermediate

Type: Website Article

Open Source: No

External URL: https://www.protocol.com/enterprise/ai-fairness-tool-disparate-impact

Keywords: N/A

Learn Tags: Bias Business Design/Methods Ethics Fairness Inclusive Practice AI and Machine Learning

Summary: The process of codifying a rule, commonly used to measure impacts on protected groups in hiring, for AI fairness tools has, in some instances, caused an inverse reaction due to a removal of the human element of decision-making.