Young and Profiting (YAP) with Hala Taha

Fei-Fei Li: The “Godmother of AI”, Keeping Humanity at the Heart of the AI Revolution | E285

Apr 22, 2024

Fei-Fei Li, a pioneering scientist in AI, discusses advancements in AI, training models, limitations in higher-level reasoning like math, human-centered AI framework, responsible AI use, and the impacts of AI on society. She emphasizes the importance of balancing AI advancements with human values and ethical considerations.

55:28

Episode guests

Fei-Fei Li

AI Summary

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Episode notes

Podcast summary created with Snipd AI

Quick takeaways

Human-centered AI focuses on enhancing human values and dignity in technology.

AI excels in predictive tasks but lacks complex human reasoning and creativity.

Deep dives

The Power of Human-Centered AI

Human-centered AI, as emphasized by Dr. Fei-Fei Li, is a framework that prioritizes developing and using AI to enhance human values and dignity, ensuring that technology is beneficial and not harmful to humans.

Introduction

2min

Exploring Human-Centered AI with Dr. Fei-Fei Li

11min

Exploring the Divergence Between Language and Math Reasoning in AI Models

3min

Evolution of Perspective on AI and Social Responsibility

5min

Maximizing Investment Opportunities with Yahoo Finance

6min

Enhancing Vision Through AI and Human-Centered Approach

12min

Entrepreneurial Insights on Hiring and AI Concerns

5min

Navigating the Waters of AI and Nature

6min

Exploring the Human-Centered Approach to AI Revolution

4min

At 15, Fei-Fei Li transitioned from a middle-class life in China to poverty in America. Despite the pressures of her family’s financial situation and her mother’s ailing health, her knack for physics never wavered. She went from learning English as a second language to attending and working at prestigious institutions like Princeton and Stanford. Today, she is among a handful of scientists behind the impressive advances of artificial intelligence in recent times. In this episode, she breaks down her human-centered approach to AI and explores the future of the technology.

Dr. Fei-Fei Li is a professor of Computer Science at Stanford University and the co-director of the Stanford Institute for Human-Centered AI. She is the creator of ImageNet, a key driver of modern artificial intelligence. With over 20 years at the forefront of the field, Dr. Li is focused on AI research, education, and policy to improve the human condition.

In this episode, Hala and Fei-Fei will discuss:

- The current capabilities of AI

- The difference between machine learning and AI

- The training process for AI models

- The gaps in our knowledge about how AI learns

- Why ChatGPT fails at higher-level reasoning like math

- The biological inspiration for vision in computers

- Fears and hopes associated with AI

- The human element of jobs AI can’t replace

- Augmentation of human capabilities through AI

- The three pillars of her human-centered AI framework

- Responsible development and use of AI

- The roadblocks to be aware of when using AI

- Her advice to young entrepreneurs navigating the AI world

- And other topics…

Dr. Fei-Fei Li is a professor of Computer Science at Stanford University and the co-director of the Stanford Institute for Human-Centered AI. She is also the creator of ImageNet and the ImageNet Challenge, a key catalyst to the latest developments in deep learning and AI. Sometimes called the ‘Godmother of AI,’ she is a pioneer in early computer vision research. Dr. Li is the author of The Worlds I See, one of Barack Obama's recommended books on AI. Her work has been featured in various publications, including the New York Times, Wall Street Journal, Fortune Magazine, Science, and Wired Magazine.

Connect with Fei-Fei:

Fei-Fei’s Bio: https://profiles.stanford.edu/fei-fei-li

Fei-Fei’s LinkedIn: https://www.linkedin.com/in/fei-fei-li-4541247/

Fei-Fei’s Twitter: https://twitter.com/drfeifei

Resources Mentioned:

Fei-Fei’s Book, The Worlds I See: Curiosity, Exploration, and Discovery at the Dawn of AI:

https://www.amazon.com/Worlds-See-Curiosity-Exploration-Discovery-ebook/dp/B0BPQSLVL6

Stanford Human Center AI Institute Website: https://hai.stanford.edu/

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