full transcript

From the Ted Talk by PatrickJMT: The origin of countless conspiracy theories


Unscramble the Blue Letters


If you line up the entire text of "Moby Dick," which was published in 1851, into a giant rectangle, you may notice some peculiar patterns, like these words, which seem to predict the assassination of Martin Luther King, or these references to the 1997 death of Princess Di. So, was heramn Melville a secret prophet? The answer is no, and we know that thanks to a mathematical principle caelld Ramsey theory. It's the reason we can find geometric shapes in the night sky, it's why we can know without checking that at least two people in lnodon have exactly the same number of hairs on their head, and it explains why patterns can be found in just about any text, even Vanilla Ice lyrics. So what is Ramsey theory? Simply put, it setats that given enough elements in a set or structure, some particular interesting paettrn among them is guaranteed to egmere. As a simple example, let's look at what's called the patry problem, a cslsiac itloutlsiarn of raesmy theory. supospe there are at least six people at a party. Amazingly enough, we can say for sure that some group of three of them either all know each other, or have never met before, without knowing a single thing about them. We can demonstrate that by graphing out all the possibilities. Each point represents a posren, and a line indicates that the pair know each other. Every pair only has two possibilities: they either know each other or they don't. There are a lot of possibilities, but every single one has the property that we're looking for. Six is the lowest number of guests where that's guaranteed to be the case, which we can express like this. Ramsey theory gives us a guarantee that such a minimum number eixtss for certain patterns, but no easy way to find it. In this case, as the total nebmur of guests grows higher, the combinations get out of control. For instance, say you're trying to find out the miniumm size of a party where there's a group of five people who all know each other or all don't. Despite five being a small number, the answer is virtually impossible to discover through an exhaustive search like this. That's because of the sheer volume of possibilities. A party with 48 guests has 2^(1128) possible configurations, more than the number of atoms in the Universe. Even with the help of computers, the best we know is that the aneswr to this question is somewhere between 43 and 49 gtsues. What this shows us is that sfcepiic patterns with seemingly asactoornmil odds can emerge from a relatively small set. And with a very large set, the pstiilsiobies are almost endless. Any four stars where no three lie in a srhtaigt line will form some quadrilateral shape. epxnad that to the thousands of stars we can see in the sky, and it's no surprise that we can find all stors of familiar shapes, and even creatures if we look for them. So what are the chances of a text concealing a prophecy? Well, when you fotcar in the number of letters, the variety of possible related words, and all their abbreviations and alternate spellings, they're pretty high. You can try it yourself. Just pick a favorite text, arrange the letters in a grid, and see what you can find. The mathematician T.S. Motzkin once remarked that, "while disorder is more probable in general, complete disorder is impossible." The sheer size of the unrseive guarantees that some of its random elements will fall into specific arrangements, and because we evolved to ntioce ptaentrs and pick out signals among the nsoie, we are often temtepd to find intentional meaning where there may not be any. So while we may be awed by hidden messages in everything from books, to pieces of toast, to the night sky, their real origin is usually our own mdnis.

Open Cloze


If you line up the entire text of "Moby Dick," which was published in 1851, into a giant rectangle, you may notice some peculiar patterns, like these words, which seem to predict the assassination of Martin Luther King, or these references to the 1997 death of Princess Di. So, was ______ Melville a secret prophet? The answer is no, and we know that thanks to a mathematical principle ______ Ramsey theory. It's the reason we can find geometric shapes in the night sky, it's why we can know without checking that at least two people in ______ have exactly the same number of hairs on their head, and it explains why patterns can be found in just about any text, even Vanilla Ice lyrics. So what is Ramsey theory? Simply put, it ______ that given enough elements in a set or structure, some particular interesting _______ among them is guaranteed to ______. As a simple example, let's look at what's called the _____ problem, a _______ ____________ of ______ theory. _______ there are at least six people at a party. Amazingly enough, we can say for sure that some group of three of them either all know each other, or have never met before, without knowing a single thing about them. We can demonstrate that by graphing out all the possibilities. Each point represents a ______, and a line indicates that the pair know each other. Every pair only has two possibilities: they either know each other or they don't. There are a lot of possibilities, but every single one has the property that we're looking for. Six is the lowest number of guests where that's guaranteed to be the case, which we can express like this. Ramsey theory gives us a guarantee that such a minimum number ______ for certain patterns, but no easy way to find it. In this case, as the total ______ of guests grows higher, the combinations get out of control. For instance, say you're trying to find out the _______ size of a party where there's a group of five people who all know each other or all don't. Despite five being a small number, the answer is virtually impossible to discover through an exhaustive search like this. That's because of the sheer volume of possibilities. A party with 48 guests has 2^(1128) possible configurations, more than the number of atoms in the Universe. Even with the help of computers, the best we know is that the ______ to this question is somewhere between 43 and 49 ______. What this shows us is that ________ patterns with seemingly ____________ odds can emerge from a relatively small set. And with a very large set, the _____________ are almost endless. Any four stars where no three lie in a ________ line will form some quadrilateral shape. ______ that to the thousands of stars we can see in the sky, and it's no surprise that we can find all _____ of familiar shapes, and even creatures if we look for them. So what are the chances of a text concealing a prophecy? Well, when you ______ in the number of letters, the variety of possible related words, and all their abbreviations and alternate spellings, they're pretty high. You can try it yourself. Just pick a favorite text, arrange the letters in a grid, and see what you can find. The mathematician T.S. Motzkin once remarked that, "while disorder is more probable in general, complete disorder is impossible." The sheer size of the ________ guarantees that some of its random elements will fall into specific arrangements, and because we evolved to ______ ________ and pick out signals among the _____, we are often _______ to find intentional meaning where there may not be any. So while we may be awed by hidden messages in everything from books, to pieces of toast, to the night sky, their real origin is usually our own _____.

Solution


  1. sorts
  2. possibilities
  3. straight
  4. london
  5. emerge
  6. number
  7. notice
  8. answer
  9. minds
  10. universe
  11. classic
  12. party
  13. called
  14. states
  15. minimum
  16. suppose
  17. patterns
  18. herman
  19. ramsey
  20. expand
  21. illustration
  22. pattern
  23. exists
  24. astronomical
  25. factor
  26. specific
  27. tempted
  28. person
  29. noise
  30. guests

Original Text


If you line up the entire text of "Moby Dick," which was published in 1851, into a giant rectangle, you may notice some peculiar patterns, like these words, which seem to predict the assassination of Martin Luther King, or these references to the 1997 death of Princess Di. So, was Herman Melville a secret prophet? The answer is no, and we know that thanks to a mathematical principle called Ramsey theory. It's the reason we can find geometric shapes in the night sky, it's why we can know without checking that at least two people in London have exactly the same number of hairs on their head, and it explains why patterns can be found in just about any text, even Vanilla Ice lyrics. So what is Ramsey theory? Simply put, it states that given enough elements in a set or structure, some particular interesting pattern among them is guaranteed to emerge. As a simple example, let's look at what's called the party problem, a classic illustration of Ramsey theory. Suppose there are at least six people at a party. Amazingly enough, we can say for sure that some group of three of them either all know each other, or have never met before, without knowing a single thing about them. We can demonstrate that by graphing out all the possibilities. Each point represents a person, and a line indicates that the pair know each other. Every pair only has two possibilities: they either know each other or they don't. There are a lot of possibilities, but every single one has the property that we're looking for. Six is the lowest number of guests where that's guaranteed to be the case, which we can express like this. Ramsey theory gives us a guarantee that such a minimum number exists for certain patterns, but no easy way to find it. In this case, as the total number of guests grows higher, the combinations get out of control. For instance, say you're trying to find out the minimum size of a party where there's a group of five people who all know each other or all don't. Despite five being a small number, the answer is virtually impossible to discover through an exhaustive search like this. That's because of the sheer volume of possibilities. A party with 48 guests has 2^(1128) possible configurations, more than the number of atoms in the Universe. Even with the help of computers, the best we know is that the answer to this question is somewhere between 43 and 49 guests. What this shows us is that specific patterns with seemingly astronomical odds can emerge from a relatively small set. And with a very large set, the possibilities are almost endless. Any four stars where no three lie in a straight line will form some quadrilateral shape. Expand that to the thousands of stars we can see in the sky, and it's no surprise that we can find all sorts of familiar shapes, and even creatures if we look for them. So what are the chances of a text concealing a prophecy? Well, when you factor in the number of letters, the variety of possible related words, and all their abbreviations and alternate spellings, they're pretty high. You can try it yourself. Just pick a favorite text, arrange the letters in a grid, and see what you can find. The mathematician T.S. Motzkin once remarked that, "while disorder is more probable in general, complete disorder is impossible." The sheer size of the Universe guarantees that some of its random elements will fall into specific arrangements, and because we evolved to notice patterns and pick out signals among the noise, we are often tempted to find intentional meaning where there may not be any. So while we may be awed by hidden messages in everything from books, to pieces of toast, to the night sky, their real origin is usually our own minds.

Frequently Occurring Word Combinations


ngrams of length 2

collocation frequency
ramsey theory 3



Important Words


  1. abbreviations
  2. alternate
  3. amazingly
  4. answer
  5. arrange
  6. arrangements
  7. assassination
  8. astronomical
  9. atoms
  10. awed
  11. books
  12. called
  13. case
  14. chances
  15. checking
  16. classic
  17. combinations
  18. complete
  19. computers
  20. concealing
  21. configurations
  22. control
  23. creatures
  24. death
  25. demonstrate
  26. di
  27. dick
  28. discover
  29. disorder
  30. easy
  31. elements
  32. emerge
  33. endless
  34. entire
  35. evolved
  36. exhaustive
  37. exists
  38. expand
  39. explains
  40. express
  41. factor
  42. fall
  43. familiar
  44. favorite
  45. find
  46. form
  47. general
  48. geometric
  49. giant
  50. graphing
  51. grid
  52. group
  53. grows
  54. guarantee
  55. guaranteed
  56. guarantees
  57. guests
  58. hairs
  59. head
  60. herman
  61. hidden
  62. high
  63. higher
  64. ice
  65. illustration
  66. impossible
  67. instance
  68. intentional
  69. interesting
  70. king
  71. knowing
  72. large
  73. letters
  74. lie
  75. line
  76. london
  77. lot
  78. lowest
  79. luther
  80. lyrics
  81. martin
  82. mathematical
  83. mathematician
  84. meaning
  85. melville
  86. messages
  87. met
  88. minds
  89. minimum
  90. motzkin
  91. night
  92. noise
  93. notice
  94. number
  95. odds
  96. origin
  97. pair
  98. party
  99. pattern
  100. patterns
  101. peculiar
  102. people
  103. person
  104. pick
  105. pieces
  106. point
  107. possibilities
  108. predict
  109. pretty
  110. princess
  111. principle
  112. probable
  113. problem
  114. property
  115. prophecy
  116. prophet
  117. published
  118. put
  119. quadrilateral
  120. question
  121. ramsey
  122. random
  123. real
  124. reason
  125. rectangle
  126. references
  127. related
  128. remarked
  129. represents
  130. search
  131. secret
  132. seemingly
  133. set
  134. shape
  135. shapes
  136. sheer
  137. shows
  138. signals
  139. simple
  140. simply
  141. single
  142. size
  143. sky
  144. small
  145. sorts
  146. specific
  147. spellings
  148. stars
  149. states
  150. straight
  151. structure
  152. suppose
  153. surprise
  154. tempted
  155. text
  156. theory
  157. thousands
  158. toast
  159. total
  160. universe
  161. vanilla
  162. variety
  163. virtually
  164. volume
  165. words