A study on the effectiveness of using physical descriptions to avoid gender bias in AI-generated text. Researchers found that physical descriptions can still convey gender associations and that language models struggle to accurately capture these nuances. This has implications for the use of AI in communication and highlights the need for more careful consideration of language and its potential biases.