#13 - Ilana Golbin: Responsible AI and its application in healthcare

Aug 31 2023 • 34 mins

In this episode, Ilana sits down for an in-depth conversation with Dr. Aaron Neinstein, chief medical officer at Notable. Among other things, the two discuss:

* What organizations look and function like when they are taking the right approach to responsible AI

* How responsible AI is similar to the ‘rules of the road’ that keep us organized, safe, and able to get to where we want to go quickly when driving

* Where healthcare organizations typically start with responsible AI

* And much more.

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Ilana is Director and Responsible AI Lead at PwC US, where she serves as one of the leads for Artificial Intelligence. Ilana specializes in applying machine learning and simulation modeling to address client needs across sectors regarding strategic deployment of new services, operational efficiencies, geospatial analytics, explainability and bias.

Ilana is a Certified Ethical Emerging Technologist, is listed as one of 100 “Brilliant Women in AI Ethics” in 2020, and was recently recognized in Forbes as one of 15 leaders advancing Ethical AI. Since 2018, she has led PwC’s efforts globally in the development of cutting-edge approaches to build and deploy Responsible AI.

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Outline

Here are the timestamps for this episode.

(00:00) - Intro

(02:00) - Defining Responsible AI

(05:25) - Who typically ‘owns’ responsible AI within an organization?

(08:10) - Why responsible AI should fit within existing governance capabilities

(10:42) - The differences in responsible AI for builders vs. implementers

(13:33) - Who is doing responsible AI the right way? What are examples?

(16:30) - How a good governance program is like the rules of the road for driving

(19:10) - Where organizations have ‘gone wrong’ with responsible AI - common themes

(24:13) - Where healthcare executives should start with responsible AI