full transcript

From the Ted Talk by Stuart Russell: 3 principles for creating safer AI

Unscramble the Blue Letters


This is Lee Sedol. Lee Sedol is one of the world's greatest Go players, and he's having what my friends in siilcon Valley call a "Holy Cow" moment —

(Laughter)

a moment where we rlzaiee that AI is actually progressing a lot faster than we expected. So humans have lost on the Go board. What about the real world?

Well, the real wlord is much bigger, much more complicated than the Go board. It's a lot less visible, but it's still a doiiecsn prlboem. And if we think about some of the technologies that are coming down the pike ... Noriko [Arai] metoenind that reading is not yet heaipnpng in machines, at least with understanding. But that will hapepn, and when that happens, very soon afterwards, machines will have read everything that the human race has ever written. And that will enable machines, along with the ability to look further ahead than humans can, as we've already seen in Go, if they also have access to more information, they'll be able to make better dnesciois in the real world than we can. So is that a good thing? Well, I hope so.

Open Cloze


This is Lee Sedol. Lee Sedol is one of the world's greatest Go players, and he's having what my friends in _______ Valley call a "Holy Cow" moment —

(Laughter)

a moment where we _______ that AI is actually progressing a lot faster than we expected. So humans have lost on the Go board. What about the real world?

Well, the real _____ is much bigger, much more complicated than the Go board. It's a lot less visible, but it's still a ________ _______. And if we think about some of the technologies that are coming down the pike ... Noriko [Arai] _________ that reading is not yet _________ in machines, at least with understanding. But that will ______, and when that happens, very soon afterwards, machines will have read everything that the human race has ever written. And that will enable machines, along with the ability to look further ahead than humans can, as we've already seen in Go, if they also have access to more information, they'll be able to make better _________ in the real world than we can. So is that a good thing? Well, I hope so.

Solution


  1. happen
  2. silicon
  3. realize
  4. mentioned
  5. world
  6. decision
  7. decisions
  8. problem
  9. happening

Original Text


This is Lee Sedol. Lee Sedol is one of the world's greatest Go players, and he's having what my friends in Silicon Valley call a "Holy Cow" moment —

(Laughter)

a moment where we realize that AI is actually progressing a lot faster than we expected. So humans have lost on the Go board. What about the real world?

Well, the real world is much bigger, much more complicated than the Go board. It's a lot less visible, but it's still a decision problem. And if we think about some of the technologies that are coming down the pike ... Noriko [Arai] mentioned that reading is not yet happening in machines, at least with understanding. But that will happen, and when that happens, very soon afterwards, machines will have read everything that the human race has ever written. And that will enable machines, along with the ability to look further ahead than humans can, as we've already seen in Go, if they also have access to more information, they'll be able to make better decisions in the real world than we can. So is that a good thing? Well, I hope so.

Frequently Occurring Word Combinations


ngrams of length 2

collocation frequency
human race 4
lee sedol 3
king midas 3
behave badly 3
real world 2
terrible idea 2
human values 2
provably beneficial 2
massive amount 2


Important Words


  1. ability
  2. access
  3. ai
  4. arai
  5. bigger
  6. board
  7. call
  8. coming
  9. complicated
  10. decision
  11. decisions
  12. enable
  13. expected
  14. faster
  15. friends
  16. good
  17. greatest
  18. happen
  19. happening
  20. hope
  21. human
  22. humans
  23. information
  24. laughter
  25. lee
  26. lost
  27. lot
  28. machines
  29. mentioned
  30. moment
  31. noriko
  32. pike
  33. players
  34. problem
  35. progressing
  36. race
  37. read
  38. reading
  39. real
  40. realize
  41. sedol
  42. silicon
  43. technologies
  44. understanding
  45. valley
  46. visible
  47. world
  48. written