Connecting Domain Knowledge and Machine Learning in Decision-Making

Listen to Episode No.5 of All We Mean, a Special Focus of this podcast. All We Mean is an ongoing discussion and debate about how we mean and why. The guests on today's episode are Bill Cope and Mary Kalantzis, professors at the University of Illinois, and also Gang Wang, Associate Professor in the Department of Computer Science, University of Illinois. In this episode of the Focus, our topic is what decision means.

Decision is no simple matter, whether the decider in question is human or machine. In a sense, both are black boxes to us, and yet the urgency today to open the lid on A.I. is heightened because of how human-like the machine seems to be able to do decision. This is why, across disciplines, we need to convene and discuss and decide together on how to understand and use A.I. The alternative is grisly: Everyone using a tool that no one fully understands — no one using the tool in full understanding or for that matter, in any understanding at all.

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