20 min listen
102 - Adaptive systems, machine learning and collaborative AI with Dr. Besmira Nushi
102 - Adaptive systems, machine learning and collaborative AI with Dr. Besmira Nushi
ratings:
Length:
20 minutes
Released:
Dec 11, 2019
Format:
Podcast episode
Description
With all the buzz surrounding AI, it can be tempting to envision it as a stand-alone entity that optimizes for accuracy and displaces human capabilities. But Dr. Besmira Nushi, a senior researcher in the Adaptive Systems and Interaction group at Microsoft Research, envisions AI as a cooperative entity that enhances human capabilities and optimizes for team performance.
On today’s podcast, Dr. Nushi talks about what it takes to develop collaborative AI systems and unpacks the unique challenges machine learning engineers face in their version of the software development cycle. She also reveals why understanding the “terrain of failure” can help researchers develop AI systems that perform as well in the real world as they do in the lab.
https://www.microsoft.com/research
On today’s podcast, Dr. Nushi talks about what it takes to develop collaborative AI systems and unpacks the unique challenges machine learning engineers face in their version of the software development cycle. She also reveals why understanding the “terrain of failure” can help researchers develop AI systems that perform as well in the real world as they do in the lab.
https://www.microsoft.com/research
Released:
Dec 11, 2019
Format:
Podcast episode
Titles in the series (100)
007 - Functional Programming Languages and the Pursuit of Laziness with Dr. Simon Peyton Jones by Microsoft Research Podcast