Bias
7 articles

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.

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

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

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.

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.

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

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.