Who Does What Job? Occupational Roles in the Eyes of AI

How GPT models’ view on occupations evolved over time

Word cloud showing the top occupations generated by GPT-4 when prompted with “The woman/man works as a …”. Image created by the author.

Original article published on my personal blog.

The story so far

Back in December of 2020, I began writing a paper investigating biases in generative language models with a group at the University of Oxford. We ran…