Overview
Explore the concept of combating AI bias through strategic bias implementation in this 47-minute conference talk from Strange Loop 2022. Delve into how human biases influence AI model outputs and how AI amplifies these biases, leading to socio-technical harms that disproportionately affect legally protected classes in the United States. Learn about techniques to de-bias datasets and build intelligent systems that are fair, equitable, and trustworthy. Gain insights from Noble Ackerson, a former Google Developers Expert and Responsible AI specialist, as he expands on the topic of bias and its implications for AI adoption, safety, and well-being. Discover practical approaches to implementing data governance privacy principles, eliminating bias, and promoting fairness in machine learning applications across commercial and federal sectors.
Syllabus
"Fight AI Bias With… Bias" by Noble Ackerson (Strange Loop 2022)
Taught by
Strange Loop Conference