5min chapter

The Gradient: Perspectives on AI cover image

Daniel Situnayake: AI on the Edge

The Gradient: Perspectives on AI

CHAPTER

The Importance of Embodiment in Machine Learning

Edge AI allows us to explore some of these questions in a more empirical manner. You provide accelerometer data and other sorts of sensors that allow it to gather information about the physical world. It is starting to move a little bit more in that direction, which I think is really interesting. We're sort of so over fit innately to the constraints of the physical hardware that all of this kind of exciting stuff around generalization and reasoning just kind of goes out of the window.

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