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Responsible AI in the Generative Era with Michael Kearns - #662
FromThe TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
Responsible AI in the Generative Era with Michael Kearns - #662
FromThe TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
ratings:
Length:
36 minutes
Released:
Dec 22, 2023
Format:
Podcast episode
Description
Today we’re joined by Michael Kearns, professor in the Department of Computer and Information Science at the University of Pennsylvania and an Amazon scholar. In our conversation with Michael, we discuss the new challenges to responsible AI brought about by the generative AI era. We explore Michael’s learnings and insights from the intersection of his real-world experience at AWS and his work in academia. We cover a diverse range of topics under this banner, including service card metrics, privacy, hallucinations, RLHF, and LLM evaluation benchmarks. We also touch on Clean Rooms ML, a secured environment that balances accessibility to private datasets through differential privacy techniques, offering a new approach for secure data handling in machine learning.
The complete show notes for this episode can be found at twimlai.com/go/662.
The complete show notes for this episode can be found at twimlai.com/go/662.
Released:
Dec 22, 2023
Format:
Podcast episode
Titles in the series (100)
This Week in Machine Learning & AI - 6/17/16: Apple's New ML APIs, IBM Brings Deep Learning Thunder: This Week in Machine Learning & AI brings you the… by The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)