It’s easy to snicker at the gen AI’s unsolicited attempt at creativity, but the implications are far from trivial. Such biases perpetuate outdated stereotypes and influence professional perceptions in ways that are subtle yet profound. ChatGPT decided a plain text CV was too bland and overreached visually, and by choosing a male figure, AI defaulted to the stereotype of the male corporate leader.