Chris May: Are there ideas that are like good practices for data scientists and teams of them? This is actually a really great question. Unlike software developers, we often tend to work alone on projects or maybe in very, very small teams, like maybe two or three people. I think it's probably a hangover from the fact a lot of us at x academics, we're just used to having like an office in the corner where no one knows what you're doing.