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Quotes by Scientists
I'm a practitioner of elegant frugality. I don't feel comfortable telling other people what to do, so I just try and lead by example.
Amory Lovins
People
Try
Example
Other
Telling
Lead
Lead By Example
Feel
Comfortable
Just
Frugality
Elegant
I am a man without a furnace. My windows are insulated by 19 sheets of glass which cost less than installing a heating system.
Amory Lovins
Man
Furnace
System
Windows
Cost
Installing
Glass
Insulated
Sheets
Without
Am
Than
Heating
Which
Less
A large number of students around the world don't really have access to high quality education. So, launching EdX allows students all over the world to have much better access to a high quality education from a university such as Harvard, MIT, Berkeley and others as we add more universities.
Anant Agarwal
Education
Quality
World
Better
Add
Others
Berkeley
Harvard
High
Launching
More
High-Quality
Students
Over
Quality Education
Around
Access
MIT
Much
Really
Large
Large Number
Number
Universities
University
We already have a professor who's using an online social network of MIT alums to help educate students in programming. Just imagine expanding that in Facebook-fashion to tens or hundreds of millions of people around the world.
Anant Agarwal
People
World
Programming
Hundreds
Online
Network
Students
Tens
Around
Educate
MIT
Expanding
Just
Social
Help
Using
Professor
Millions
Millions Of People
Imagine
Black holes are very exotic objects. Technically, a black hole puts a huge amount of mass inside of zero volume. So our understanding of the center of black holes doesn't make sense, which is a big clue to physicists that we don't have our physics quite right.
Andrea M. Ghez
Physics
Technically
Black
Big
Understanding
Sense
Our
Inside
Black Hole
Black Holes
Objects
Physicists
Volume
Puts
Mass
Make
Huge
Huge Amount
Exotic
Very
Quite
Center
Hole
Which
Holes
Clue
Zero
Right
Amount
Astronomers are obsessed with building larger and larger telescopes. There are two promises that we make with bigger telescopes: that they can see fainter things and that they see more detail. But it's been really hard to follow through on that second promise because of atmospheric distortion.
Andrea M. Ghez
Promises
Building
Distortion
Promise
Detail
Follow
See
Follow Through
Atmospheric
More
Through
Obsessed
Make
Because
Been
Bigger
Really
Hard
Larger
Things
Second
Two
Despite the characterization of some that teaching is an easy job, with short hours and summers off, the fact is that successful, dedicated teachers in the U.S. work long hours for little pay and, in many cases, insufficient support from their leadership.
Andreas Schleicher
Work
Leadership
Job
Long
Pay
Despite
Summers
Characterization
Easy
Some
Cases
Fact
Long Hours
Support
Hours
Insufficient
Off
Short
Little
Successful
Teachers
Dedicated
Teaching
Many
It's fair to say when you go out and walk in the woods or on a beach, the most conspicuous forms of life you will see are plants and animals, and certainly there's a huge diversity of those types of organisms, perhaps 10 million animal species and several hundred thousand plant species.
Andrew H. Knoll
Life
You
Animal
Walk
Plant
Plants
Will
Diversity
Animals
Types
Hundred
Say
Several
Those
Out
Conspicuous
Thousand
See
Beach
Fair
Perhaps
Most
Go
Huge
Woods
Forms
Organisms
Certainly
Plants And Animals
Species
Million
We can build a much brighter future where humans are relieved of menial work using AI capabilities.
Andrew Ng
Work
Future
AI
Build
Relieved
Where
Capabilities
Much
Using
Brighter
Brighter Future
Humans
It is difficult to think of a major industry that AI will not transform. This includes healthcare, education, transportation, retail, communications, and agriculture. There are surprisingly clear paths for AI to make a big difference in all of these industries.
Andrew Ng
Education
Agriculture
AI
Will
Big
Difficult
Think
Retail
Clear
Major
Industries
Make
Industry
Healthcare
Big Difference
Surprisingly
Paths
Difference
Transform
Communications
Transportation
Education is not about thinning the herd. Education is about helping every student succeed.
Andrew Ng
Education
Every
Herd
About
Student
Succeed
Helping
AI is creating tremendous economic value today.
Andrew Ng
Today
AI
Value
Tremendous
Economic
Creating
If you have a lot of data and you want to create value from that data, one of the things you might consider is building up an AI team.
Andrew Ng
You
AI
Value
Building
Consider
One Of The Things
Data
Lot
Up
Want
Might
Create
Team
Things
Education is one of the industry categories with a big potential for AI. And Coursera is already doing some of this work.
Andrew Ng
Work
Education
AI
Big
Some
Potential
Categories
Industry
Doing
Every company has messy data, and even the best of AI companies are not fully satisfied with their data. If you have data, it is probably a good idea to get an AI team to have a look at it and give feedback. This can develop into a positive feedback loop for both the IT and AI teams in any company.
Andrew Ng
Positive
Best
Good
You
Feedback
AI
Satisfied
Every
Positive Feedback
Give
Data
Both
Develop
Idea
Look
Loop
Messy
Get
Any
Team
Companies
Fully
Company
Teams
Even
Good Idea
The most trusted way to keep moving up that value chain is to keep investing in individuals - to help them grow in knowledge and skills. Education is hard. It takes individuals to do the hard work.
Andrew Ng
Work
Education
Hard Work
Knowledge
Value
Keep Moving
Way
Investing
Takes
Individuals
Most
Trusted
Up
Moving
Them
Skills
Hard
Help
Chain
Grow
Keep
Beyond helping other people build AI systems with Deeplearning.ai, I also hope to build some AI systems myself!
Andrew Ng
Hope
Myself
People
AI
Build
Other
Systems
Some
Beyond
Also
Helping
I thought the best place to advance the AI mission is at Baidu.
Andrew Ng
Best
AI
Thought
Advance
Mission
Place
We're making this analogy that AI is the new electricity. Electricity transformed industries: agriculture, transportation, communication, manufacturing.
Andrew Ng
Communication
Agriculture
AI
Analogy
New
Industries
Making
Transformed
Transportation
Electricity
Manufacturing
As leaders, it is incumbent on all of us to make sure we are building a world in which every individual has an opportunity to thrive. Understanding what AI can do and how it fits into your strategy is the beginning, not the end, of that process.
Andrew Ng
World
Opportunity
AI
Thrive
Building
Understanding
Beginning
Strategy
Every
Incumbent
Individual
Leaders
Make
Sure
How
Fits
End
Process
Which
Us
Your
Despite all the hype and excitement about AI, it's still extremely limited today relative to what human intelligence is.
Andrew Ng
Today
Intelligence
AI
Hype
Despite
Relative
Extremely
About
Excitement
Limited
Still
Human
Human Intelligence
I think that, hundreds of years from now, if people invent a technology that we haven't heard of yet, maybe a computer could turn evil. But the future is so uncertain. I don't know what's going to happen five years from now. The reason I say that I don't worry about AI turning evil is the same reason I don't worry about overpopulation on Mars.
Andrew Ng
Future
Technology
People
AI
Evil
Invent
Think
Worry
Hundreds
Say
Hundreds Of Years
Mars
About
Uncertain
Could
Computer
Know
Overpopulation
Years
Heard
Five
Same
Going
Maybe
Happen
Turn
Turning
Reason
Now
In my own life, I found that whenever I wasn't sure what to do next, I would go and learn a lot, read a lot, talk to experts. I don't know how the human brain works, but it's almost magical: when you read enough or talk to enough experts, when you have enough inputs, new ideas start appearing. This seems to happen for a lot of people that I know.
Andrew Ng
Life
You
People
Own
Enough
Input
Would
Magical
Seems
My Own
Almost
New
Ideas
Know
Talk
Learn
Read
Sure
How
New Ideas
Go
Brain
Lot
Human
Whenever
Happen
Human Brain
Experts
Next
Works
Appearing
Found
Start
AI is witnessing an early innings in India. It has a thoughtful government, and India can race ahead if it chooses to.
Andrew Ng
Government
AI
Innings
Thoughtful
India
Witnessing
Race
Chooses
Early
Machine learning is the most popular course for people from India. There is a window of time when India can embrace and capture a large fraction of the AI opportunity. But it will not remain open for ever.
Andrew Ng
Time
Learning
People
Opportunity
AI
Will
Machine
India
Embrace
Window
Remain
Open
Most
Course
Large
Popular
Capture
Ever
Fraction
The biggest ethical challenge AI is facing is jobs. You have to reskill your workforce not just to create a wealthier society but a fairer one. A lot of call centre jobs will go away, and a radiologist's job will be transformed.
Andrew Ng
You
Challenge
AI
Will
Job
Go Away
Society
Jobs
Facing
Fairer
Call
Go
Lot
Just
Biggest
Transformed
Centre
Ethical
Create
Workforce
Your
Away
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