Bias

11 articles

An AI system analyzing resumes, showing how bias can unfairly filter out diverse candidates and undermine diversity and inclusion in hiring.
Hiring

AI bias testing for diversity and inclusion in hiring is flawed.

Amazon's internal resume screening tool systematically downgraded applications containing the word 'women,' forcing the tech giant to scrap the entire system.

Nathaniel Brooks·July 20, 2026
Diverse job applicants facing a futuristic AI hiring interface that displays warning lights, symbolizing the new laws requiring AI bias testing in hiring.
Hiring

New York and Colorado Laws Require AI Bias Testing in Hiring

Amazon's experimental AI hiring tool once demonstrated a strong bias against women, a stark example of the algorithmic discrimination now targeted by new US laws mandating AI bias testing in hiring.

Nathaniel Brooks·July 11, 2026
A diverse group of job applicants waiting in a dimly lit office, overseen by a glowing, abstract AI interface that symbolizes the recruitment process.
Hiring

What Is AI in Hiring, and Why Does It Risk Perpetuating Bias?

Homecare provider Cera launched its AI recruitment tool, Ami, in August, which now saves human recruiters an estimated two days a week.

Nathaniel Brooks·June 29, 2026
Diverse professionals collaborating, symbolizing the removal of bias through blind hiring principles in recruitment.
Hiring

What are blind hiring principles and why do they reduce bias?

A BBC test found that a job applicant with an English-sounding name received three times more interview offers than an applicant with a Muslim name.

Nathaniel Brooks·June 25, 2026
Job seeker's resume being analyzed by an AI system, highlighting the potential for bias and inaccuracies in the modern hiring process.
Careers

AI resume tools reshape job search, raising bias concerns

Nearly 75% of job seekers who let AI write most or all of their resume admitted to including inaccurate information, a rate three times higher than those who wrote their own.

Victor Huang·June 17, 2026
Diverse job applicants interacting with a futuristic AI hiring system, highlighting potential bias in automated recruitment processes for 2026.
Hiring

AI hiring tools boost efficiency but raise bias concerns for 2026 talent

At major companies, AI hiring tools are repeatedly screening out job applicants, with researchers specifically finding that Black and Asian candidates are among those disproportionately rejected by th

Nathaniel Brooks·June 8, 2026
Diverse candidates interacting with a fair and balanced AI recruitment system in a modern, futuristic office setting.
Hiring

What Are Ethical AI Principles for Hiring and Recruitment?

In 2018, Amazon's AI software, designed to streamline recruitment, systematically discriminated against women, exposing a stark reality for the promise of unbiased hiring.

Nathaniel Brooks·June 7, 2026
Diverse job applicants viewed from above, interacting with a complex and potentially biased AI hiring system.
Hiring

Why is AI in Hiring Facing Ethical Scrutiny?

In 2018, an Amazon AI software systematically discriminated against women in hiring.

Nathaniel Brooks·May 20, 2026
Abstract visualization of AI analyzing resumes, symbolizing ethical considerations in recruitment and the pursuit of unbiased hiring processes.
Hiring

What Is Ethical AI in Recruitment and Hiring?

In 2018, Amazon was forced to scrap its AI-driven recruitment tool after it systematically penalized resumes containing the word 'women', according to PMC and MIT Sloan .

Nathaniel Brooks·May 10, 2026
Futuristic AI interface analyzing resumes, highlighting the complex ethical challenges of bias in hiring algorithms and career services.
Services

Ethical AI in Career Services: What Job Platforms Get Wrong About Fairness

At one major company, an AI resume screener gave extra marks for 'baseball' or 'basketball' but downgraded 'softball,' subtly favoring male applicants, according to BBC .

Victor Huang·May 3, 2026
Diverse job candidates interacting with a fair and unbiased AI recruitment system, symbolizing ethical AI in hiring.
Hiring

What is ethical AI in hiring and why does it matter for employers?

Amazon was forced to scrap its AI-driven recruitment tool after discovering it penalized resumes containing the word 'women', according to MIT Sloan .

Nathaniel Brooks·April 21, 2026