Micheal: I recently got into this paper that was written back in 2020 it's called closing the ai accountability gap defining an end-to-end framework for internal algorithmic auditing. He says he wants to be on the side of really thinking about it ahead of time before i sort of let it sweep me away into places i never wanted to go or be a part of. The show is produced by josh crowhurst who we can't go a show without thanking him for all he does for the podcast. If you like the show why not throw us a rating or a review on one of them apps that you listen to it on? We'd love to hear from you