We wanted to investigate how Airbnb can promote diversity and mitigate potential discrimination among its users by applying machine learning and anti-bias training. We spoke to Airbnb hosts, guests, employees, and executives, as well as technical and industry experts in order to determine how Airbnb can better integrate technology trends into its platform.