Adaptive systems, machine learning and collaborative AI with Dr. Besmira Nushi [Podcast]

Channel:
Microsoft Research
Subscribers:
344,000
Published on ● Video Link: https://www.youtube.com/watch?v=e3QXuZoKAWk


Category:
Show
Duration: 24:13
1,150 views
27

Episode 102 | December 11, 2019

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.

See more on this and other Microsoft Research podcast episodes: https://www.microsoft.com/en-us/research/blog/category/podcast/



Other Videos By Microsoft Research


2019-12-20Private AI Bootcamp Competition: Team 5
2019-12-20Private AI Bootcamp Competition: Team 4
2019-12-20Private AI Bootcamp Competition: Team 1
2019-12-20Private AI Bootcamp Competition: Team 2
2019-12-20Microsoft SEAL
2019-12-20Private AI Bootcamp Welcome Keynote - Kristin Lauter
2019-12-19Building Applications with Microsoft SEAL
2019-12-19Intro to Homomorphic Encryption
2019-12-13Specification and Verification of Multi-Paxos
2019-12-13Thirteen Tech Ideas for a Better India
2019-12-11Adaptive systems, machine learning and collaborative AI with Dr. Besmira Nushi [Podcast]
2019-12-09Fireside Chat with Peter Stone
2019-12-09Fireside Chat with Michael Kearns
2019-12-06ONNX and ONNX Runtime
2019-12-04Going meta: learning algorithms and the self-supervised machine with Dr. Philip Bachman [Podcast]
2019-12-02I Chose STEM | Applying STEM - a journey to Ikigai
2019-12-02I Chose STEM - Building a company and failing fast
2019-12-02I Chose STEM - Creating impact through STEM careers
2019-11-27Autonomous systems, aerial robotics and Game of Drones with Gurdeep Pall and Dr. Ashish Kapoor
2019-11-25Principles of Intelligence: End Remarks and Closing
2019-11-25Principles of Intelligence Session 6: Search, retrieval and planetary-scale lens


Tags:
Besmira Nushi
Microsoft Research Podcast
AI
Adaptive Systems & Interaction group
collaborative AI systems
software development
AI systems
ML troubleshooting
human and machine intelligence
optimize for team performance
human-computer interaction
HCI