Doctor, nurse, CEO, caregiver: We tested how AI imagines gender
A report by UN Women indicates that many large language models perpetuate gender and racial stereotypes found in their training data. Researchers found that AI often associates women with domestic roles and men with leadership and high-paying careers.
Why it matters
As AI becomes integrated into daily decision-making, the amplification of societal biases poses significant risks to equality and fairness.
"The male is by nature superior, and the female inferior; the one rules, and the other is ruled." Nearly 2,400 years after the Greek philosopher Aristotle wrote those words, artificial intelligence is often marketed as the great equaliser, a technology that relies on data rather than prejudice, logic rather than emotion, and algorithms rather than assumptions. But what if AI has quietly inherited centuries of human bias?The question is becoming increasingly important as millions of people turn to AI chatbots such as ChatGPT, Claude and Gemini to write emails, generate content, answer questions, plan careers, assist with homework and even make personal decisions.Unlike search engines that retrieve existing information, these systems generate new language. In doing so, they can shape how people think, communicate and make decisions. If AI reflects societal stereotypes, those biases risk being repeated and amplified at an unprecedented scale.The concern is no longer just theoretical.
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