Bias in GPT-3

Comparing GPT-3 generated job ads to real world ads reveals higher bias in the baseline zero shot ads. However, fine tuning the model with low bias examples reduces the frequency of stereotypical words. The skewed training data and incomplete representations of the real world in sources like Wikipedia and news articles may contribute to the presence of stereotypes in job ads.