"AI systems sound confident, but they are not neutral referees. They absorb our human messiness – stereotypes, gaps, and power imbalances – and can quietly bake it into search results, hiring tools, and even chatbots. Here is how to spot when AI bias is creeping into your everyday tools, and what you can realistically do about it."