Amazon built an AI recruiting tool trained on 10 years of its own hiring data — which reflected historical male dominance in tech. The system learned to penalize resumes that included the word 'women's' and downgraded graduates of all-women's colleges. Amazon abandoned the project in 2018 after discovering the bias, but the story broke in 2018 and became the canonical example of AI perpetuating systemic discrimination.