633: Responsible Decentralized Intelligence

<p>This week&apos;s episode is all about Responsible Decentralized Intelligence as award-winning professor and tech entrepreneur, Dawn Song, joins Jon Krohn to help us explore this exciting topic in-depth.</p><p>This episode is brought to you by Iterative (<a href='https://iterative.ai/'>iterative.ai</a>), your mission control center for machine learning. Interested in sponsoring a SuperDataScience Podcast episode? Visit <a href='http://jonkrohn.com/podcast'>JonKrohn.com/podcast</a> for sponsorship information.<br/><br/></p><p>In this episode you will learn:<br/>• What is decentralized intelligence? [3:46]<br/>• Dawn’s Responsible Data Economy collaboration with Meta AI [11:31]<br/>• How homomorphic encryption, differential privacy, and multi-party computation can work together [16:22]<br/>• How PrivateSQL makes differential privacy easy to use [22:54]<br/>• The relationship between deep learning and federated learning [37:55]<br/>• What is a responsible data economy [42:13]<br/><br/></p><p>Additional materials: <a href='https://www.superdatascience.com/633'>www.superdatascience.com/633</a></p>