Bias In Ai
6 articles
Top 7 Ethical AI HR Talent Management Considerations for 2026
In 2018, Amazon scrapped an AI recruiting tool that consistently favored male candidates because it was trained on historical, male-dominated resumes.
AI's Recruitment Shift: Future Job Search Trends
In 2018, Amazon's experimental AI recruiting software was scrapped after it systematically discriminated against women.
What is ethical leadership in AI and why does it matter in 2026?
The COMPAS Recidivism Algorithm was found by ProPublica to be more likely to label black defendants as potential repeat offenders than white defendants, despite similar prediction accuracy rates, acco
Why Recruiters Still Lean on Human Intuition Despite AI Screening
A major company's AI resume screener once downgraded candidates for mentioning "softball," a common women's hobby, while favoring "baseball" due to its training on existing employee data, according to
How Do Applicant Tracking Systems Work in 2026?
An AI resume screener, trained on existing employees' CVs, once assigned extra marks for hobbies like 'baseball' or 'basketball' while simultaneously downgrading 'softball', inadvertently favoring mal
How AI Personalizes Job Search: Bias and Navigation
In 2015, Amazon abandoned its recruitment automation system after discovering it persistently discriminated against women, primarily by downgrading resumes that included the word 'women's' and favorin