Culpability in AI failures, Fooling NNs with NNs, AI for cancer screenings, and Epsilon Greedy Multi-Armed Bandits

The Banana Data Podcast

Episode | Podcast

Date: Fri, 07 Jun 2019 07:00:00 -0400

<p>This week we’re diving into some deeper impacts of AI’s successes and failures- asking where responsibility lies for an algorithm’s failures, and the endless benefits of accessibility and responsibility that come with AI implemented in healthcare. We’re also taking a deep dive into Epsilon greedy multi-armed bandits and how we can more accurately describe our successes (and our failures) in AI. <br /><br /> <a href="https://www.technologyreview.com/s/613578/ai-algorithms-liability-human-blame/?utm_campaign=Content%20Curation&amp;utm_content=93375845&amp;utm_medium=social&amp;utm_source=linkedin&amp;hss_channel=lcp-2770554">When algorithms mess up, the nearest human gets the blame</a> by Karen Hao (MIT Technology Review)<br /> <a href="https://www.engadget.com/2019/05/20/google-ai-lung-cancer-screening/">Google Trained Its AI to Predict Lung Cancer</a> by Christine Fisher (Engadget)<br /> <a href="https://www.zdnet.com/article/no-this-ai-cant-finish-your-sentence/">No This AI Can’t Finish Your Sentence</a> by Tiernan Ray (ZDNet)<br /> <a href="https://www.spotx.tv/resources/blog/developer-blog/introduction-to-multi-armed-bandits-with-applications-in-digital-advertising/">Introduction to Multi-Armed Bandits with Applications in Digital Advertising</a> by Dave King (SpotX)<br /><br /> Register for EGG NYC, Dataiku&apos;s human-centered AI conference on June 20th to hear from leaders in the AI &amp; advanced analytics space, including WIRED, Twitter, Hinge, and more! </p><p> <a href="https://nyc.egg.dataiku.com/">https://nyc.egg.dataiku.com/</a><br /><br /></p>