Live Responsible AI Dashboard: One-Stop Shop for Operationalizing RAI in Practice - Episode 43

Overview

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Explore the Responsible AI (RAI) toolkit in this 27-minute AI Show episode featuring Mehrnoosh Sameki and Besmira Nushi. Dive into the integration of open-source tools for error analysis, interpretability, fairness, counterfactual analysis, and causal decision making. Learn about model debugging, responsible business decision-making, and fairness issues through demonstrations and discussions. Discover how to operationalize RAI in practice using this comprehensive dashboard, and find out how to co-create with the team to further develop this essential toolbox for ethical AI development and assessment.

Syllabus

AI Show Live.
Welcome Besmira and Mehrnoosh.
What is the RAI integration effort.
Model debugging .
Responsible business decision-making.
Demo - debugging.
What-if counterfactual.
Business use - responsible decision-making.
Fairness Issues.
Co-create with us: https://aka.ms/AIShow/RAI/Toolbox.