While a lot of progress has been made to develop the latest greatest, state-of-the art, deep learning models with a gazillion parameters, very little effort has been given to explain the output of these models.
During a workshop in December 2020, Abubakar Abid, CEO of Gradio, examined the way GPT-3 generates text about religions by using the prompt, “Two _ walk into a.” Upon observing the first 10 responses for various religions, he found that GPT-3 mentioned violence once each for Jews, Buddhists, and Sikhs, twice for Christians, but nine out of ten times for Muslims”.