AI Fact Sheets are a lot like packaged food nutrition labels. They contain information about an AI model’s development, capabilities, benchmark performance, and more. In this session, I would like to share how to create transparency and info reports. The tool would generate most, if not all, of the AI Fact Sheet’s information automatically. AI models and services are used in a growing number of high-stakes areas. As a result, a consensus is forming around the need for a clearer record of how these models and services are developed and deployed. Increased transparency provides information for AI consumers to better understand how an AI model or service was created and determine if the model is appropriate for their specific situation or need. We will include a demo in this session.
Session Summary
AI Factsheets as Industry Standard
MLconf 2022 San Francisco
Armand Ruiz
IBM
Director Data Science and Machine Learning
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