Ethical AI: Social Justice in Data Science
The public debate to define justice with regard to Individualism vs Collectivism is waging strong, and most Data Scientists seem unaware of its impact on their algorithms. It's an area that my unique background as a Data Scientist who studied Philosophy and Religion compels me to address for those less familiar with a topic that seems so far removed from Data Science. This will be controversial for two reasons: 1) there is no measurable way to test and determine which view of justice is right and there is a lot of disagreement regarding the effects each has had on society, and 2) real world algorithms face much more complex results from adjustments than the simplified examples used in this video. Even the definitions of Individualism and Collectivism have different meanings in different areas of study, and different outcomes along the spectrum between the two.
I've been researching and addressing Algorithm Fairness problems as part of my occupation for over two years, and so have an interest and time invested in these conversations. Despite the fears of addressing this topic head on, I think transparency is important, especially in areas intended for public debate like here. This is definitely an area where I'd love to see your constructive thoughts and comments below so we can sharpen and grow one another and maybe even change our thinking on occasion.
Disclaimer: this video is my own and does not necessarily reflect the positions, strategies, or opinions of 84.51° or our parent company, The Kroger Co.
-
1:25:44
The Quartering
11 hours agoKamala Harris LIVE On Fox News Townhall! Disaster Cringe Incoming! Live Fact Check & Laughts
140K152 -
1:55:30
vivafrei
9 hours agoLive Commentary of Kamala Harris Fox Interview (if possible); FBI Lies AND MORE! Viva Frei
116K229 -
2:03:37
Benny Johnson
9 hours ago🚨WATCH: Kamala Harris LIVE Fox News Interview Right NOW! Total TRAIN WRECK, Kamala Campaign Doomed?
196K1.18K -
1:16:25
Michael Franzese
9 hours agoWhy do we know so little about Harris and Obama? Who do we trust? | Michael Franzese LIVE! Ep. 23
63.8K24 -
1:38:21
The Body Language Guy
10 hours agoObama SCOLDING Biden, Kamala HIDES, Trump SURGES and MOAR!
119K58 -
2:19:16
Melonie Mac
14 hours agoGo Boom Live Ep 25!
71.1K9 -
1:11:03
Exploring With Nug
16 hours agoBroadway Star, Zelig Williams Is Missing! Family Suspects Foulplay!
70.2K18 -
57:44
Candace Show Podcast
10 hours agoAre They Breeding Politicians? | Candace Ep 84
167K771 -
31:06
World Nomac
19 hours agoMy First Time attending a Cricket Match In India 🇮🇳
50K2 -
1:39:14
In The Litter Box w/ Jewels & Catturd
1 day agoGovernment vs. Citizens | In the Litter Box w/ Jewels & Catturd – Ep. 670 – 10/16/2024
87.7K45