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.
Live Responsible AI Dashboard: One-Stop Shop for Operationalizing RAI in Practice - Episode 43
Overview
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.
Taught by
Microsoft Developer
