367: Data of Our Lives

Embedded.fm · 25 Mar 2021 · 1h 07m · Episode 367

What this episode covers

Dr. Ayanna Howard, Dean of Engineering at Ohio State University and former Chair at Georgia Tech, discusses her book 'Sex, Race, and Robots' and the pervasive issue of bias in AI systems. She explains how bias enters the pipeline through data collection, algorithm design, and testing, citing examples like early camera optics excluding darker skin tones and biased resume screening tools. Howard advocates for diverse development teams, third-party auditing standards similar to the FDA, and consumer pressure to drive ethical AI adoption.

Mentioned

Companies
Ohio State University, Georgia Tech, Partnership on AI, IBM, Google
Products
Pepper, Siri, Alexa
Tools
Model Cards, ABOUT ML

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