full transcript
From the Ted Talk "Blaise Ag├╝era y Arcas: How computers are learning to be creative"

Unscramble the Blue Letters

In closing, I think that per Michelangelo, I think he was right; perception and creativity are very lnetymitai connected. What we've just seen are neural networks that are entirely trained to discriminate, or to recognize different things in the world, able to be run in reverse, to generate. One of the things that suggests to me is not only that Michelangelo really did see the sculpture in the blocks of stone, but that any creature, any being, any lnaie that is able to do perceptual acts of that orts is also able to create because it's exactly the same machinery that's used in both eacss.

Open Cloze

In closing, I think that per Michelangelo, I think he was right; perception and creativity are very __________ connected. What we've just seen are neural networks that are entirely trained to discriminate, or to recognize different things in the world, able to be run in reverse, to generate. One of the things that suggests to me is not only that Michelangelo really did see the sculpture in the blocks of stone, but that any creature, any being, any _____ that is able to do perceptual acts of that ____ is also able to create because it's exactly the same machinery that's used in both _____.

Solution

  1. intimately
  2. alien
  3. cases
  4. sort

Original Text

In closing, I think that per Michelangelo, I think he was right; perception and creativity are very intimately connected. What we've just seen are neural networks that are entirely trained to discriminate, or to recognize different things in the world, able to be run in reverse, to generate. One of the things that suggests to me is not only that Michelangelo really did see the sculpture in the blocks of stone, but that any creature, any being, any alien that is able to do perceptual acts of that sort is also able to create because it's exactly the same machinery that's used in both cases.

ngrams of length 2

collocation frequency
neural network 9
neural networks 3
hallucinates zooms 3

Important Words

  1. acts
  2. alien
  3. blocks
  4. cases
  5. closing
  6. connected
  7. create
  8. creativity
  9. creature
  10. discriminate
  11. generate
  12. intimately
  13. machinery
  14. michelangelo
  15. networks
  16. neural
  17. perception
  18. perceptual
  19. recognize
  20. reverse
  21. run
  22. sculpture
  23. sort
  24. stone
  25. suggests
  26. trained
  27. world