full transcript
"From the Ted Talk by Larry Page: Where's Google going next?"

Unscramble the Blue Letters

LP: Yeah, so Deep Mind is a company we just acquired recently. It's in the U.K. First, let me tell you the way we got there, which was looking at search and really understanding, trying to understand everything, and also make the computers not clunky and really understand you — like, vicoe was really important. So what's the state of the art on speech recognition? It's not very good. It doesn't really understand you. So we started doing machine learning rearsceh to ivormpe that. That helped a lot. And we started just looking at things like YouTube. Can we undnraetsd YouTube? But we actually ran machine lnenirag on YouTube and it discovered cats, just by itself. Now, that's an important concept. And we realized there's really something here. If we can lrean what cats are, that must be really inamrtpot. So I think Deep Mind, what's really amazing about Deep Mind is that it can actually — they're learning things in this urepssiuvned way. They started with video games, and really just, maybe I can show the video, just playing video games, and learning how to do that automatically.

Open Cloze

LP: Yeah, so Deep Mind is a company we just acquired recently. It's in the U.K. First, let me tell you the way we got there, which was looking at search and really understanding, trying to understand everything, and also make the computers not clunky and really understand you — like, _____ was really important. So what's the state of the art on speech recognition? It's not very good. It doesn't really understand you. So we started doing machine learning ________ to _______ that. That helped a lot. And we started just looking at things like YouTube. Can we __________ YouTube? But we actually ran machine ________ on YouTube and it discovered cats, just by itself. Now, that's an important concept. And we realized there's really something here. If we can _____ what cats are, that must be really _________. So I think Deep Mind, what's really amazing about Deep Mind is that it can actually — they're learning things in this ____________ way. They started with video games, and really just, maybe I can show the video, just playing video games, and learning how to do that automatically.

Solution

  1. voice
  2. unsupervised
  3. learn
  4. research
  5. understand
  6. improve
  7. learning
  8. important

Original Text

LP: Yeah, so Deep Mind is a company we just acquired recently. It's in the U.K. First, let me tell you the way we got there, which was looking at search and really understanding, trying to understand everything, and also make the computers not clunky and really understand you — like, voice was really important. So what's the state of the art on speech recognition? It's not very good. It doesn't really understand you. So we started doing machine learning research to improve that. That helped a lot. And we started just looking at things like YouTube. Can we understand YouTube? But we actually ran machine learning on YouTube and it discovered cats, just by itself. Now, that's an important concept. And we realized there's really something here. If we can learn what cats are, that must be really important. So I think Deep Mind, what's really amazing about Deep Mind is that it can actually — they're learning things in this unsupervised way. They started with video games, and really just, maybe I can show the video, just playing video games, and learning how to do that automatically.

ngrams of length 2

collocation frequency
lp yeah 16
deep mind 5
long time 4
totally crazy 3
machine learning 3
video games 3
notice board 3
automated cars 3
medical records 3

Important Words

  1. acquired
  2. amazing
  3. art
  4. automatically
  5. cats
  6. clunky
  7. company
  8. computers
  9. concept
  10. deep
  11. discovered
  12. games
  13. good
  14. helped
  15. important
  16. improve
  17. learn
  18. learning
  19. lot
  20. machine
  21. mind
  22. playing
  23. ran
  24. realized
  25. recognition
  26. research
  27. search
  28. show
  29. speech
  30. started
  31. state
  32. understand
  33. understanding
  34. unsupervised
  35. video
  36. voice
  37. yeah
  38. youtube