Bias

7 articles

A robotic judge in a futuristic courtroom, symbolizing AI's role in legal decisions and potential for bias in hiring.
Industry Insights

AI hiring bias is real: Companies risk discrimination lawsuits in 2026.

In 2018, Amazon's AI recruiting software systematically discriminated against women, a stark example of how automated systems can perpetuate and even amplify human biases.

Diego Navarro·July 2, 2026
Split image showing a futuristic AI coding interface contrasted with concerned people, symbolizing the tension between AI efficiency and human bias risks.
Software

AI tools cut human oversight in development, raising bias risks.

In experiments, participants using a biased AI writing assistant unknowingly shifted their views toward the AI's positions on societal issues, even when explicitly warned about the AI's potential for

Sophie Laurent·June 30, 2026
A sophisticated AI interface displaying scientific data, with subtle visual cues indicating the presence of bias and potential for amplifying health disparities.
AI

AI in Science Models Risks Amplifying Health Disparities, Experts Warn

Pulse oximeters systematically overestimate oxygen saturation levels in nonwhite patients, making Black patients three times more likely to have undetected hypoxemia compared to white patients, accord

Arjun Mehta·June 10, 2026
Futuristic AI server room with glowing data streams and holographic ethical guidelines, representing the importance of data governance in artificial intelligence.
Data & Automation

What are data governance principles for AI and why do they matter?

Amazon's AI hiring tool was scrapped after it consistently penalized resumes containing the word 'women's', a direct consequence of biased training data.

Helena Strauss·May 29, 2026
Advanced AI algorithms casting a shadow over diverse groups of concerned patients, symbolizing the risk of deepening healthcare inequities.
Industry Insights

AI's healthcare boom risks deepening inequities, researchers warn.

Medical researchers in Canada, the US, and Italy are now using AI-generated synthetic data in experiments without requiring permission from their institutional ethics boards.

Omar Haddad·April 16, 2026
Business leaders looking stressed and overwhelmed by AI integration and data streams in a modern office.
Future Trends

AI adoption strains leaders amid top global workplace trends 2026

Even when producing identical, high-quality work, employees who leverage AI can be perceived as less capable than those who don't, revealing a subtle but significant bias emerging in the modern workpl

Helena Strauss·April 13, 2026
A robotic hand reaching for a human hand holding a performance review, symbolizing the ethical dilemma of AI in employee evaluations and potential for bias.
Industry Insights

AI in Performance Reviews Is an Ethical Minefield, Not an Efficiency Panacea

While AI in performance reviews promises efficiency, it poses a profound threat to fairness and human value. Its uncritical adoption risks automating systemic bias and dehumanizing feedback in the workplace.

Omar Haddad·April 3, 2026