Meet Tulsee Doshi, Head of Product for Google’s Responsible AI and Human Centered Technology. She leads development of Google wide improvements, resources, and best practices for developing more inclusive and ethical products. She shares her journey from starting as an intern product manager through Google’s APM program to finding a career that allows her to mix her interdisciplinary interests to benefit users. Learn about adopting ethical and responsible technology principles to protect users and build better products on this episode of People of AI. Discover how easy it is to incorporate AI principles into products through a forward thinking mindset, Google’s Responsible AI Toolkit in TensorFlow and more.
Resources:
Google Associate Product Manager Program → https://goo.gle/46An65L
Responsible AI Toolkit → https://goo.gle/4a0z3EE
PAIR Guidebook → https://goo.gle/4830hc5
Monk Skin Tone Scale → https://goo.gle/46HLdPZ
Get started → https://goo.gle/3N6RehW
Subscribe to the TensorFlow channel → https://goo.gle/TensorFlow
Chapters:
00:00 - Introduction
01:17 - Tulsee’s career start as Product Manager
02:58 - Google Associate Product Manager Program
06:57 - Thinking about building products inclusively
09:00 - Journey into AI
11:11 - Building personalized products using AI
13:33 - History of AI Principles
18:17 - The seatbelt safety example
21:00 - How to promote Innovation balanced with implementing safety and mitigating risk.
25:03 - Building trustworthy products
28:32 - How to incorporate responsible AI into a product life cycle
31:44 - Fairness Indicators
33: 46 - Building a good experience in AI
36:11 - The Monk Skin Tone Scale
39:09 - The shift of Gen AI on Responsible AI
43:31 - Does Responsible AI slow down innovation?
47:11 - Developer Resources for developing AI responsibly
#AI #ML #TensorFlow