Designers have an urgent role to play in crafting the emerging generation of AI interfaces. This hour explores a rich set of examples—both entertaining and sobering—that unearth 10 design principles for creating responsible machine-learning applications. Learn to use AI as design material in your everyday work. Anticipate the weird, unexpected or incorrect conclusions the machines sometimes deliver. Above all, scrub data for bias to create a respectful and inclusive world we all want to live in.

[Programming descriptions are generated by participants and do not necessarily reflect the opinions of SXSW.]