Combating Bias in Learning Models

Cover of "The Art of the Mind," featuring abstract artwork and the title in bold typography
Author: Ashwathama Rajendran
Date Published: 1 July 2026
Read Time: 10 minutes
Related: AI Impact Assessment Tool | Digital | English

Machine learning (ML) models now influence decisions that were once reserved solely for human judgement: credit approvals, hiring outcomes, insurance pricing, and loan default predictions. When these models generate systematically unfair outcomes for certain demographic groups, the consequences are more than just theoretical...

 

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