This week on Machine Learning Street Talk, Dr. Tim Scarfe, Dr. Keith Duggar, Alex Stenlake and Yannic Kilcher have a conversation with the founder and principal researcher at the Montreal AI Ethics institute -- Abhishek Gupta. We cover several topics from the Social Dilemma film and AI Ethics in general. 

00:00:00 Introduction
00:03:57 Overcome our weaknesses
00:14:30 threat landscape blind spots  
00:18:35 differential reality vs universal shaping  
00:24:21 shared reality incentives and tools  
00:32:01 transparency and knowledge to avoid pathology  
00:40:09 federated informed autonomy    
00:49:48 diversity is a metric, inclusion is a strategy  
00:59:58 locally aligned pockets can stabilize global diversity 
01:10:58 making inclusion easier with tools 
01:23:35 enabling community feedback  
01:26:16 open source the algorithms  
01:33:02 the N+1 cost of inclusion  
01:38:08 broader impact statement

https://atg-abhishek.github.io
https://www.linkedin.com/in/abhishekguptamcgill/