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In the video below, Melanie Mitchell explores the barrier of artificial understanding as a key limitation of contemporary AI. As we saw, this can induce a level of fragility into the systems that outsource decision-making to these AI tools.

Following Melanie's talk a number of members have asked for more resources on the mechanics of machine learning generally, and deep neural networks in particular. One such resource is this tutorial on SFI's Complexity Explorer website.

Melanie Mitchell, "Artificial Intelligence: A Guide for Thinking Humans" - June 24, 2020

Mike Price, "Density Functions and Characterizing the Scaling of Human Organizations" - June 25, 2020

Michael Kearns, "The Ethical Algorithm" - June 26, 2020

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