In this video excerpt, Mike Kuniavsky lays out the challenges and points to some potential approaches for the user experience design of dynamic, adaptive, predictive devices (such as the Nest Thermostat, the Amazon Echo, the Edyn water monitor, etc.) that use machine learning to create predictive models of people and sensors.

Watch the full video on O'Reilly's learning platform.

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