Everest Analytics origanized a free webinar on Ethics in AI.
Martin Canter from Omina Technologies was happy to contribute with a talk on ”How is ethical AI related to law, ethics, and explainable AI?”
Key Insights Ethics in AI (Everest Analytics)
Key Insights Ethics in AI Webinar (Everest Analytics)
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March 12, 2021
- Posted by: MartinCanter
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Ethics in AI Free Webinar by Everest Analytics
Key Insights
*There are many group-fairness metrics. Optimizing for one group-fairness metric is better than the status quo.
#Diversityy, #non-discrimination and #fairness is only 1 of the 7 principles of #trustworthyai as described in #ALTAI
*Choose your #ethical perspective on #fairness first (fairness is a cultural and contextual concept), then search the mathematical group-fairness metric fitting the fairness concept best
*Distributive fairness: fairness of distribution of outcomes: cf. disparate impact and indirect discrimination
*Procedural fairness of the process that leads to outcomes: cf. disparate treatment and direct discrimination. Related to #interpretable AI, #explainableai and #transparancy. #ominatechnologies #aigovernance #ethicalai
