Responsible and Explainable AI - Supreet Kaur

We talked about:

• Supreet’s background


• Responsible AI


• Example of explainable AI


• Responsible AI vs explainable AI


• Explainable AI tools and frameworks (glass box approach)


• Checking for bias in data and handling personal data


• Understanding whether your company needs certain type of data


• Data quality checks and automation


• Responsibility vs profitability


• The human touch in AI


• The trade-off between model complexity and explainability


• Is completely automated AI out of the question?


• Detecting model drift and overfitting


• How Supreet became interested in …

explainable ai