full transcript

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

Unscramble the Blue Letters

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 coinmg down the pike ... Noriko [Arai] mteoneind that rianedg 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 minhceas, 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 wrold than we can. So is that a good thing? Well, I hope so.

Open Cloze

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 ______ down the pike ... Noriko [Arai] _________ that _______ 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 ________, 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 _____ than we can. So is that a good thing? Well, I hope so.

Solution

  1. mentioned
  2. reading
  3. world
  4. machines
  5. coming

Original Text

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. arai
  4. bigger
  5. board
  6. coming
  7. complicated
  8. decision
  9. decisions
  10. enable
  11. good
  12. happen
  13. happening
  14. hope
  15. human
  16. humans
  17. information
  18. lot
  19. machines
  20. mentioned
  21. noriko
  22. pike
  23. problem
  24. race
  25. read
  26. reading
  27. real
  28. technologies
  29. understanding
  30. visible
  31. world
  32. written