full transcript

From the Ted Talk by Jeff Dean: AI isn't as smart as you think -- but it could be

Unscramble the Blue Letters


Footnotes

Hi, I'm Jeff. I lead AI Research and heltah at Google. I joined Google more than 20 years ago, when we were all wedged into a tiny office sapce, above what's now a T-Mobile store in dowtnwon Palo Alto. I've seen a lot of computing transformations in that time, and in the last decade, we've seen AI be able to do tudomeenrs things. But we're still doing it all wrong in many ways. That's what I want to talk to you about toady.

But first, let's talk about what AI can do. So in the last decade, we've seen tremendous progress in how AI can help cptreoums see, understand language, understand speech better than ever before. Things that we couldn't do before, now we can do. If you think about computer vision alone, just in the last 10 yaers, computers have efecvtfliey developed the ability to see; 10 years ago, they couldn't see, now they can see. You can imagine this has had a transformative effect on what we can do with computers.

Open Cloze


Footnotes

Hi, I'm Jeff. I lead AI Research and ______ at Google. I joined Google more than 20 years ago, when we were all wedged into a tiny office _____, above what's now a T-Mobile store in ________ Palo Alto. I've seen a lot of computing transformations in that time, and in the last decade, we've seen AI be able to do __________ things. But we're still doing it all wrong in many ways. That's what I want to talk to you about _____.

But first, let's talk about what AI can do. So in the last decade, we've seen tremendous progress in how AI can help _________ see, understand language, understand speech better than ever before. Things that we couldn't do before, now we can do. If you think about computer vision alone, just in the last 10 _____, computers have ___________ developed the ability to see; 10 years ago, they couldn't see, now they can see. You can imagine this has had a transformative effect on what we can do with computers.

Solution


  1. tremendous
  2. effectively
  3. space
  4. health
  5. years
  6. today
  7. downtown
  8. computers

Original Text


Footnotes

Hi, I'm Jeff. I lead AI Research and Health at Google. I joined Google more than 20 years ago, when we were all wedged into a tiny office space, above what's now a T-Mobile store in downtown Palo Alto. I've seen a lot of computing transformations in that time, and in the last decade, we've seen AI be able to do tremendous things. But we're still doing it all wrong in many ways. That's what I want to talk to you about today.

But first, let's talk about what AI can do. So in the last decade, we've seen tremendous progress in how AI can help computers see, understand language, understand speech better than ever before. Things that we couldn't do before, now we can do. If you think about computer vision alone, just in the last 10 years, computers have effectively developed the ability to see; 10 years ago, they couldn't see, now they can see. You can imagine this has had a transformative effect on what we can do with computers.

Frequently Occurring Word Combinations


ngrams of length 2

collocation frequency
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ai systems 3
computational power 3
neural network 3
understand speech 2
vector operations 2
people learn 2
build models 2
powerful ai 2
relevant bits 2
responsible ai 2


Important Words


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  38. wedged
  39. wrong
  40. years