The Social Dilemma - Part 2

Machine Learning Street Talk (MLST)

English - October 06, 2020 19:12 - 1 hour - 98 MB
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Previous Episode: The Social Dilemma - Part 1

Next Episode: The Social Dilemma Part 3 - Dr. Rebecca Roache

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/