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There's a great phrase, written in the '70s: 'The definition of today's AI is a machine that can make a perfect chess move while the room is on fire.' It really speaks to the limitations of AI. In the next wave of AI research, if we want to make more helpful and useful machines, we've got to bring back the contextual understanding.
~ Fei-Fei Li
AI
Back
Bring
Chess
Definition
Fire
Got
Great
Helpful
Limitations
Machine
Machines
Make
More
Move
Next
Perfect
Phrase
Really
Research
Room
Speaks
Today
Understanding
Useful
Want
Wave
While
Written
design
copy
This is the world where our children will live, and technology should reflect that diverse world. With technology and a little love, we can make it a better place for them.
~ Fei-Fei Li
Better
Better Place
Children
Diverse
Little
Live
Love
Make
Our
Place
Reflect
Should
Technology
Them
Where
Will
World
design
copy
Understanding vision and building visual systems is really understanding intelligence.
~ Fei-Fei Li
Building
Intelligence
Really
Systems
Understanding
Vision
Visual
design
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We all have a responsibility to make sure everyone - including companies, governments, and researchers - develop AI with diversity in mind.
~ Fei-Fei Li
AI
Companies
Develop
Diversity
Everyone
Governments
Including
Make
Mind
Researchers
Responsibility
Sure
design
copy
We need to inject humanism into our AI education and research by injecting all walks of life into the process.
~ Fei-Fei Li
AI
Education
Humanism
Life
Need
Our
Process
Research
Walks
design
copy
We talk a lot about building benevolent technology. Our technology reflects our values.
~ Fei-Fei Li
About
Benevolent
Building
Lot
Our
Reflects
Talk
Technology
Values
design
copy
We will not only use the machines for their intelligence, we will also collaborate with them in ways that we cannot even imagine.
~ Fei-Fei Li
Also
Cannot
Collaborate
Even
Imagine
Intelligence
Machines
Only
Them
Use
Ways
We Cannot
Will
design
copy
Weaponized AI is probably one of the most sensitized topics of AI - if not the most.
~ Fei-Fei Li
AI
Most
Topics
design
copy
What makes humans unique is that evolution gave us the most incredible and sophisticated vision system, motor system, and language system, and they all work together.
~ Fei-Fei Li
Evolution
Gave
Humans
Incredible
Language
Makes
Most
Motor
Sophisticated
System
Together
Unique
Us
Vision
Work
Work Together
design
copy
When eyes were first developed in animals, suddenly animal life becomes proactive.
~ Fei-Fei Li
Animal
Animal Life
Animals
Becomes
Developed
Eyes
First
Life
Proactive
Suddenly
Were
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copy
When I was a graduate student in computer science in the early 2000s, computers were barely able to detect sharp edges in photographs, let alone recognize something as loosely defined as a human face.
~ Fei-Fei Li
Able
Alone
Barely
Computer
Computer Science
Computers
Defined
Detect
Early
Edges
Face
Graduate
Graduate Student
Human
Human Face
Loosely
Photographs
Recognize
Science
Sharp
Something
Student
Were
design
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Yes, we have prototyped cars that can drive by themselves, but without smart vision, they cannot really tell the difference between a crumpled paper bag on the road, which can be run over, and a rock that size, which should be avoided.
~ Fei-Fei Li
Avoided
Bag
Between
Cannot
Car
Difference
Drive
Over
Paper
Paper Bag
Really
Road
Rock
Run
Should
Size
Smart
Tell
Themselves
Vision
Which
Without
Yes
design
copy
Grade school, middle school and high school were relatively easy for me, and with little studying, I was an honor student every semester, graduating 5th in my high school class.
~ Ferid Murad
Class
Easy
Every
Grade
Grade School
Graduating
High
High School
Honor
Little
Me
Middle
Middle School
Relatively
School
Semester
Student
Studying
Were
design
copy
I am not surprised that other gases may participate in cellular signaling and regulation. Our early work with nitric oxide was just the beginning. I'm sure more will be discovered.
~ Ferid Murad
Am
Beginning
Discovered
Early
Early Work
Gases
I Am
Just
May
More
Other
Our
Participate
Regulation
Sure
Surprised
Will
Work
design
copy
I knew I wanted considerable education so that I wouldn't have to work as hard as my parents.
~ Ferid Murad
Considerable
Education
Hard
Knew
Parents
Wanted
Work
design
copy
My parents always encouraged us to get an education and establish a profession. However, my brothers and I grew up with considerable freedom, whether it was saving or spending our tips from the restaurant or our career choices.
~ Ferid Murad
Always
Brothers
Career
Choices
Considerable
Education
Encouraged
Establish
Freedom
Get
Grew
However
Our
Parents
Profession
Restaurant
Saving
Spending
Tips
Up
Us
Whether
design
copy
Nitric oxide was known for destroying things.
~ Ferid Murad
Destroying
Known
Things
design
copy
The childhood poverty of both my parents and their minimal education did much to influence me and my two younger brothers in our education and career choices. One brother became a dentist and the other, a professor of anthropology with a Ph.D. degree.
~ Ferid Murad
Anthropology
Became
Both
Both My Parents
Brother
Brothers
Career
Childhood
Choices
Degree
Dentist
Did
Education
Influence
Me
Minimal
Much
Other
Our
Parents
Poverty
Professor
Two
Younger
design
copy
The restaurant business had a profound effect on my future and that of my two brothers. When we were able to stand on a stool to reach the sink, we washed dishes, and later, when we could see over the counter, we waited tables and managed the cash register.
~ Ferid Murad
Able
Brothers
Business
Cash
Cash Register
Could
Counter
Dishes
Effect
Future
Had
Later
Over
Profound
Reach
Register
Restaurant
Restaurant Business
See
Sink
Stand
Stool
Tables
Two
Waited
Washed
Were
design
copy
There are very few things in the body that nitric oxide doesn't regulate.
~ Ferid Murad
Body
Few
Few Things
Regulate
Things
Very
design
copy
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