AI Bias
Systematic skews in AI outputs inherited from training data and design choices. Ask for a CEO and get mostly men in suits; ask for a beautiful person and get narrow beauty standards — the model reflects and amplifies the statistics of its data. For creators, bias is also a quality issue: default outputs are cliched. The fix is specificity: state age, ethnicity, body type, setting, and style instead of accepting defaults. Auditing your own generated content for representation is quickly becoming a professional expectation in brand and marketing work — and it makes better images anyway.