1. In America, in the 1950s,
there was a famous exhibition called
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2. The Family of Man.
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3. It put forward a new way of seeing
the world as an alternative
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4. to the horrors of Nazism
and communism.
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5. It showed hundreds of photographs
of individuals
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6. from all around the world.
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7. The message was simple -
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8. we are all one world...
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9. .. and at the centre of that world
is the individual self.
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10. The man who helped design it was
a refugee from Germany
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11. called Herbert Bayer.
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12. He saw it as a new kind
of propaganda.
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13. Instead of being overwhelmed
by dramatic stories created
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14. by those in power, the individual
would make their own story
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15. out of the photographs.
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16. Bayer made a diagram
to show his idea.
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17. At the centre is the giant eye
of the individual self,
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18. surrounded by a mass of images.
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19. It was a utopian vision of the self
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20. selecting and arranging
the fragments of images
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21. into their own story,
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22. and so becoming strong enough
to withstand tyranny.
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23. Confident individuals in control
of their own world.
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24. On the surface, Tupac Shakur was
part of the age of the individual.
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25. He believed deeply in the idea
of self-expression.
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26. But he was also one of the few
in the 1980s who still believed
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27. in the power of grand stories
to move people,
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28. and to inspire them
to change the world.
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29. His mother, Afeni,
had been a Black Panther
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30. and she still believed in the idea
of revolution in America.
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31. Tupac later said, "The phrase
Black Power had been like a lullaby
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32. "when I was a kid. My mother,
she would tell me these stories
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33. "of things she did or saw,
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34. "and it made me feel
part of something.
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35. "She always raised me to think
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36. "I was the black prince
of the revolution."
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37. What Afeni taught him was that
the world most Americans lived in,
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38. both white and black,
was an unreal fairyland
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39. that concealed the harsh reality
of the power
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40. that controlled their lives.
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41. We're not being taught to deal
with the world as it is.
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42. We're being taught to deal with
this fairyland,
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43. which we're not
even living in any more.
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44. It is... It's sad because
I'm telling you
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45. and it should not
be me telling you.
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46. It should be common knowledge.
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47. Aren't they wondering why death
rates are going up,
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48. and suicide is going up and drug
abuse? Aren't they wondering?
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49. Don't they understand that more
people are...?
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50. I mean, more kids
are being handed crack
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51. than are being handed diplomas.
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52. I mean... I mean, it's like,
you know, those little things
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53. they have for the mice where they
go round the circle and there's
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54. little blocks for it and everything?
Well, society is like that.
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55. They'll let you go as far
as you want.
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56. But as soon as you start asking too
many questions
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57. and you're ready to change - boom.
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58. By the 1980s, it was clear
that the promises
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59. of the civil rights movement
had not been kept in America.
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60. The idealism of black politics
fell away.
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61. And the communities divided
into gangs,
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62. that then turned on each other.
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63. The shooting started
about in, what, '76? Yeah.
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64. 1976.
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65. You know, they stopped fighting.
They just started shooting.
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66. You know, it was something new
to me, you know.
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67. We used to fight all the time.
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68. The next minute,
I'm running from gunshots.
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69. So, I said to myself, "Say, man,
we're going to start doing
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70. "what they're doing."
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71. You know? Same thing they do to us,
we do to them.
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72. Do or die, stay in the house.
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73. You know, fight
or stay in the house.
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74. So, I weren't gon' stay in
the house for nobody.
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75. Then crack swept through the black
communities in America
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76. and Afeni Shakur finally gave up.
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77. She became addicted to crack.
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78. And Tupac found himself alone.
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79. At the end of the 1980s,
he moved to California.
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80. It was supposed to be
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81. one of the most integrated parts
of the country,
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82. but one night, Tupac went to a party
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83. and he realised that white
racism was re-emerging even there.
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84. There was a fight at the party.
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85. And I was like, "What happened?"
He said, "The skinheads came
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86. "and told... Called the black people
'niggers' and made them...
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87. "Said they had to leave.
And of course, there was a fight."
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88. I was like, "Oh, my God."
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89. So we were sitting there... They
went home, we were sitting there,
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90. talking and everything,
and my friend's just like,
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91. "This couldn't happen in the '60s.
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92. "You know, let's figure out
what to do with it."
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93. He was just like, "I know, we'll
start the Black Panthers again."
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94. So, we started the Black Panthers,
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95. but we're doing it more to fit
our views, you know?
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96. Less violent and more silent.
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97. You know, more knowledge.
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98. Tupac Shakur set out to reawaken
the radicalism of the Panthers...
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99. .. and to do it, he was going to use
himself as the central character.
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100. But there was another country that
was also like a fairy-tale land...
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101. .. Saudi Arabia.
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102. Ever since the 1970s,
billions of dollars had flooded
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103. in from the West.
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104. This vast wave of money had created
a dream-like society,
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105. run by an elite,
where no-one paid any tax.
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106. But there were those in Saudi Arabia
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107. who saw another, much more sinister
reality underneath this facade.
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108. Abu Zubaydah had been born
in Saudi Arabia,
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109. but he was not a Saudi.
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110. His family were Palestinian,
and he quickly discovered
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111. that if you were not a part of
the Saudi elite, you were nothing.
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112. He and his family were looked down
on and scorned.
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113. In the 1980s, Zubaydah grew more
and more angry and lonely.
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114. He began to write a special diary
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115. into which he poured
out his feelings.
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116. It was special because it was
written to be read
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117. by just one person in the future -
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118. himself in the year 2000.
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119. The diary is full of a growing fury
about how Saudi Arabia
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120. had been taken over and corrupted
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121. by the vast wealth that had come
into the society.
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122. He describes how everyone around
him, including his friends,
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123. were false and treacherous.
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124. "They pretend to be pious,
but really they have no values.
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125. "The money has created a society
where nobody believes in anything
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126. "and nothing can be trusted."
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127. Zubaydah tried to lose himself
in music.
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128. The singer he loved most
was Chris de Burgh
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129. and his songs like the Lady In Red.
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130. But then at the end of the 1980s,
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131. Zubaydah discovered
the ideas of jihad.
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132. At that point, modern Islamism
was sweeping through the Arab world.
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133. The attraction of jihad was that
by losing yourself
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134. in the struggle, you could free
yourself from the emptiness
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135. and the nihilism that the Western
money was bringing into societies
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136. like Saudi Arabia.
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137. Lady In Red
by Chris De Burgh
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138. Abu Zubaydah travelled to the town
of Peshawar on the Afghan border
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139. to lose himself in the new
revolutionary struggle
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140. that was going to remake
the Arab world and him.
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141. Both Abu Zubaydah and Tupac Shakur,
in their different ways,
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142. are part of something that had
begun 200 years before
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143. with the French Revolution.
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144. It was the idea that through
revolution, you could break
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145. through to a new kind of world,
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146. something beyond the corrupt
reality of this one.
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147. But at this same moment,
a completely new way
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148. of seeing the world
was rising up in America.
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149. It said that all attempts to change
the world through revolution
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150. would always fail
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151. because the world was too
complicated for anyone
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152. to be able to predict
the consequences of their actions.
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153. It came from engineers and
scientists who were using computers
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154. to model the way the world behaved.
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155. If it's between the modus
in relation to the advice...
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156. It will not match this data in time.
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157. The simulation would determine
long it took the signal...
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158. They saw the world as a series
of complex systems.
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159. Populations of animals,
flocks of birds,
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160. whole human societies
and even global weather patterns
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161. were all complex systems
that you could recreate
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162. as models inside the computers.
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163. But when the scientists did this,
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164. the computers began to reveal
something they hadn't expected.
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165. One tiny change in their equations
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166. could have massive
catastrophic consequences,
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167. which they could
never have predicted.
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168. It was called Chaos Theory.
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169. But we're beginning to learn
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170. that very simple laws, very simple
equations can generate astonishingly
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171. complicated dynamical behaviour,
apparently random behaviour,
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172. which we call chaos.
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173. So, the bad news is we can have
nothing random in the system,
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174. everything is known, and yet
we cannot make long-term predictions
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175. about the future because
the fluttering of a butterfly's wing
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176. will disturb the initial conditions.
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177. Chaos Theory had a very powerful
influence in the West
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178. because it rose up
at the very moment
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179. the Soviet Union was collapsing...
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180. .. and it seemed to explain
why all attempts at revolution
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181. had led to disaster.
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182. The world was just too complex
for human beings to change
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183. in a predictable way.
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184. But in the 1990s, as the computers
became more powerful,
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185. the scientists argued that even
though human beings
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186. would never be able
to understand the complexity,
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187. the computers could be used to see
hidden underlying patterns
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188. and make the chaos manageable.
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189. This new idea was called
Complexity Theory.
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190. One of its main promoters
was the man who had discovered
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191. the elementary particles
of all matter - quarks.
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192. He was called Murray Gell-Mann
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193. and he believed that there
were underlying patterns
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194. at every level of the universe,
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195. not just in the particles,
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196. but in the way people think,
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197. in the structure of human societies,
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198. and even in the languages
they spoke.
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199. You're always looking for patterns
in nature? Yes.
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200. Patterns in the way people think,
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201. patterns in the elementary
particles.
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202. It's all part of the same way
of doing things, I suppose.
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203. Trying to spot the law,
trying to spot the relationship...
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204. The customs of primitive people,
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205. languages and the relations
among them.
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206. And it's fascinating to try
to figure out what these laws are.
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207. As Complexity Theory spread,
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208. it seemed to offer a new way
of managing societies
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209. by using computers to analyse
vast amounts of data.
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210. That would bypass the failed
political ideas
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211. that had always led to disaster
in the past.
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212. But it brought with it a deeply
conservative idea that was going
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213. to be the foundation of today's
computer-dominated world.
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214. It said that what you were looking
for in the data
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215. are the underlying laws
that govern the systems,
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216. as they already exist.
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217. You never ask why those systems
came to exist.
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218. And who benefits from them existing?
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219. One of the leading
complexity scientists
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220. insisted that the meaning
of any system was irrelevant.
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221. "I don't understand
what meaning is," he said.
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222. "In science, there is no
meaning to anything.
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223. "It doesn't ask the atom why it is
going left
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224. "when it is subjected
to a magnetic field.
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225. "It just observes and describes."
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226. A mad's man gun. A man that go
kill with this is really mad.
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227. It will kill. You betcha. You better
watch out. This is an M1 Carbine.
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228. 32 rounds.
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229. I can go tap Lueders Park with this.
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230. I can kill about 32 people
if I hit them all. Guns!
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231. All about shooting,
taking them out. Yes.
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232. And when they come shoot us,
we go back and shoot them.
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233. As he became more successful,
Tupac Shakur dramatised in his music
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234. what he called the thug life.
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235. His aim, he said, was not to try
and stop the violence,
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236. but to make those in the gangs
who were killing each other
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237. realise that they could turn the
violence outwards instead,
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238. and fight back against those
who really oppressed them.
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239. But Shakur had begun to suspect
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240. that maybe many people
didn't really want change,
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241. that they were happy living
in their own fairy-tale world
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242. of gangs and violence.
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243. Now, if we do want to live
a thug life and a gangster life
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244. and all of that, OK.
So, stop being cowards
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245. and let's have a revolution.
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246. But we don't want to do that.
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247. Dudes just want to live a character.
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248. They want to be cartoons. Mm-mm.
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249. But if they really wanted to do
something, if they was that tough -
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250. all right, let's start our own
country. Let's start a revolution.
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251. Let's get out of here.
Let's do something.
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252. But they don't want to do that.
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253. In response, Shakur was accused
by a number of the gangs
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254. of simply using them,
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255. that he was sucking out details
of their lives
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256. and then acting it out in his music
to make himself rich,
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257. that he wasn't real.
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258. In response, Tupac tried to become
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259. more and more part of that world
to prove his authenticity.
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260. But then the black radicals
accused him
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261. of getting lost in the character
he had created,
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262. that really he was reinforcing
and intensifying the violence,
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263. not changing it.
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264. One radical wrote, "Thug ambition is
completely predatory...
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265. ".. because it is driven
by an individualism
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266. "that deliberately avoids the fellow
feeling and the group solidarity
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267. "needed by revolutionaries."
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268. In 1994, Shakur was sent to jail
for five months
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269. for raping a 17-year-old girl.
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270. Shakur found himself in the new
world of mass incarceration
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271. in America.
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272. DOG BARKING
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273. Let's go, let's go, let's go!
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274. You're fat and slow, let's go.
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275. Move it!
Copy !req
276. Driven by fears of a wave
of violent crime,
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277. President Clinton had brought
in tough new crime rules,
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278. even though, in reality,
crime was falling.
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279. You shut the fuck up
and move, motherfucker!
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280. Hundreds of thousands of young
black men were now imprisoned
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281. with no hope of parole,
even for minor offences.
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282. It seemed to show that President
Clinton cared more about the fears
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283. of the white middle-class voters
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284. than he did about
the lives of young black men.
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285. But the white radicals, who were
buying Tupac Shakur's music,
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286. did nothing to challenge it.
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287. By moving radical politics
into the world of culture,
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288. Tupac Shakur had also become part
of the fairy-tale world,
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289. because he helped keep the anger
and the dissent sealed off
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290. from the real world of
politics and power.
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291. And now he was all alone.
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292. Trust nobody. Trust nobody.
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293. After dark. You know what I mean?
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294. Straight up. My closest friends
did me in.
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295. My closest friends, my homies,
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296. people who I'd have took care
of their whole family,
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297. I'd have took care of everything
for them, looked out for them,
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298. put them in a gang, everything,
turned on me.
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299. Fear is stronger than love.
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300. Remember that.
Fear is stronger than love.
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301. All the love I gave did me nothing
when it came to fear.
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302. So, it's all good.
But I'm a soldier. I always survive.
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303. I constantly come back,
you know what I mean?
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304. Only thing that can kill me
is death.
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305. That's the only thing that could
ever stop me - is death.
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306. One night at the end of 1991,
Abu Zubaydah was part of a group
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307. of jihadists attacking
the city of Gardez in Afghanistan.
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308. GUNFIRE
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309. They were trying to overthrow
the communist regime
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310. left behind by the Russians
three years before.
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311. But then suddenly a mortar exploded
next to Abu Zubaydah,
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312. and a piece of shrapnel
pierced his skull.
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313. It went into his brain,
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314. and his whole way of seeing
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315. and understanding
the world suddenly changed.
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316. The next day, he was taken
back from the front line,
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317. over the mountains to Peshawar.
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318. For two months, he was unconscious.
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319. Then his memories from the past
began to come back,
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320. but in a mass of fragments.
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321. Nothing linked them.
They made no sense.
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322. So, Zubaydah began to use his diary
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323. to write down all the flashes
of memory,
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324. to try and make sense of who he was.
Copy !req
325. In the end, it would run
to over 1,000 pages,
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326. a vast collage of memories
and feelings.
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327. Moments of intense loneliness
as a child.
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328. Of watching Pluto meet an angel
in a Disney cartoon.
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329. Moments of fear in combat.
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330. The smell of perfume.
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331. The anger he felt at friends.
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332. Moments of sexual desire.
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333. And the sensation of autumn
coming on.
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334. When he had physically recovered,
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335. Abu Zubaydah went back to the jihad
training camps in Afghanistan,
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336. but he found that whatever he did,
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337. he could not put his memories
back together.
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338. They remained just fragments
in his brain.
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339. He also had a growing sense that
the whole organisation of jihad
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340. was disintegrating into
rival factions.
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341. All ideas of solidarity
and collective action had gone.
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342. In the diary, he describes
how you couldn't trust
Copy !req
343. anyone any longer.
Copy !req
344. Zubaydah knew Bin Laden,
who was running another jihad camp.
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345. Bin Laden asked him to make
an alliance, but Zubaydah refused.
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346. He was aware that Bin Laden was
planning some kind of retaliation
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347. against the Americans,
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348. but he didn't trust him.
Copy !req
349. EXPLOSION, HORSE NEIGHS
Copy !req
350. Zubaydah spent his time
making explosives
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351. and watching American
movies like Rambo III.
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352. Zubaydah wrote in his diary
how up in the mountains,
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353. everything was falling apart.
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354. The revolutionary dream of Islamism
was failing...
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355. .. while his sense of who he was,
his identity,
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356. had disintegrated
into random memories.
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357. They meant nothing.
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358. There was no story that made sense.
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359. He wrote how it was as though time
had stopped.
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360. He was trapped in a perpetual now,
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361. haunted by fragments of memory...
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362. .. with no way of moving forward
into the future.
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363. But in the West,
scientists were beginning to ask
Copy !req
364. whether the very idea
of an integrated self
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365. was actually a fiction for everyone.
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366. In the 1980s, a new group
of behavioural psychologists
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367. had argued that what human beings
think of as their self
Copy !req
368. was not fully in control
of their actions.
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369. Now, they had been joined
by neuroscientists
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370. who said they had discovered
something even stranger -
Copy !req
371. that inside their brains,
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372. human beings had all kinds
of different selves
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373. which the conscious mind
had no awareness of at all.
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374. They were led by Michael Gazzaniga,
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375. who would win a Nobel Prize
for his work.
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376. With your right hand,
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377. you point to this row.
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378. And with your left hand, you point
to this row. OK. OK?
Copy !req
379. Gazzaniga studied the brains
of people like Vicki.
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380. She suffered from extreme epilepsy.
Copy !req
381. To try and stop her attacks,
surgeons had cut the nerve fibres
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382. that linked the two sides of
her brain.
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383. It worked, but it also revealed
something very strange.
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384. There was another force inside Vicki
that emerged,
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385. that kept trying to take control.
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386. I knew what I wanted to wear.
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387. And I would open up my closet,
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388. get ready to take it out.
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389. And my other hand would, like,
just take control.
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390. It would just reach in
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391. and get something
that I wouldn't want at all.
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392. And a couple of times
I had a pair of shorts on,
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393. and then I'd find myself putting
another pair of shorts on
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394. on top of a pair I already had on.
And which I knew...
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395. I knew was wrong.
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396. Gazzaniga argued that really there
Copy !req
397. were multiple selves inside
the human brain,
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398. each one taking control
at different moments.
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399. Normally that is hidden because
the one self that is conscious
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400. constantly makes up stories
to explain
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401. what all the other selves are doing.
Copy !req
402. But when the connection between
the two parts of the brain is cut,
Copy !req
403. it can't do that...
Copy !req
404. .. and the other parts emerge.
Copy !req
405. Vicki wasn't strange, Gazzaniga
said, she just showed the truth.
Copy !req
406. Gazzaniga argued that really all
human beings live
Copy !req
407. in a made-up dream world of stories
Copy !req
408. which give them the illusion
that they are in control.
Copy !req
409. But, really, there is something
else inside them
Copy !req
410. that they will never contact.
Copy !req
411. We have to quit viewing man
as a single psychological entity.
Copy !req
412. That, in fact, his psychological
self is a multiple self,
Copy !req
413. that he has a variety of mental
systems existing in his brain.
Copy !req
414. They have emotions, they have
memories, they have incentives,
Copy !req
415. they have destinies.
Copy !req
416. And they're able to control
the motor apparatus,
Copy !req
417. by which I mean
they are able to make movements,
Copy !req
418. they're able to actually precipitate
behaviours on the part of someone.
Copy !req
419. And once those actions
are completed,
Copy !req
420. here comes this verbal system
in to give an explanation
Copy !req
421. and to propose a theory
Copy !req
422. to itself to explain why these
actions were carried out.
Copy !req
423. The 1990s was the high point
of the idea of individualism.
Copy !req
424. With all the old revolutions gone,
it promised the vision
Copy !req
425. of a new world of free,
confident people.
Copy !req
426. But what was happening was that
the sciences, that had grown up
Copy !req
427. with that individualism, were now
turning on it and eating away at it.
Copy !req
428. Complexity theory said that human
beings were just components
Copy !req
429. in vast, complex systems,
Copy !req
430. systems that they would never
be able to understand,
Copy !req
431. which meant what they thought
and what they felt
Copy !req
432. was irrelevant to the system...
Copy !req
433. .. while psychology, and now
neuroscience, said that much
Copy !req
434. of what went on inside people's
brains was beyond their control...
Copy !req
435. .. which meant that the conscious bit
inside the brain,
Copy !req
436. the part that applies meaning
to the world,
Copy !req
437. was actually irrelevant.
Copy !req
438. Bit by bit, the idea of the world
as something that human beings
Copy !req
439. could understand and change
was disappearing.
Copy !req
440. Human consciousness
was being sidelined.
Copy !req
441. In 1996, Tupac Shakur was shot
in Las Vegas.
Copy !req
442. He was taken to hospital
in a critical condition.
Copy !req
443. Six days later, he died.
Copy !req
444. Still today,
no-one knows who shot him.
Copy !req
445. The suspicion and the lack of trust
that he had come to fear
Copy !req
446. was now spreading through
the black community.
Copy !req
447. And in that mood, a new conspiracy
theory was rising up.
Copy !req
448. It said that the crack epidemic
in black areas had been created
Copy !req
449. by the CIA and the US government.
Copy !req
450. And the feelings of suspicion
and paranoia spread even further.
Copy !req
451. This show is about finding
some truth.
Copy !req
452. Was the CIA responsible for,
in any way, shape or form,
Copy !req
453. funnelling cocaine into
the United States of America
Copy !req
454. back in the early '80s,
Copy !req
455. and then helped to develop
and turn it into crack,
Copy !req
456. which was then spread across
America, and is the reason why
Copy !req
457. most of our inner cities are
in the plight that they are in?
Copy !req
458. So, we're right between
that house...
Copy !req
459. .. and this house.
We're renting this half of a house.
Copy !req
460. Right, so this is our garage.
Copy !req
461. Basically, nobody's in here,
Copy !req
462. but we've got a ping pong table,
a computer.
Copy !req
463. But there was still a group of
idealists,
Copy !req
464. at the heart of Silicon Valley,
who still believed
Copy !req
465. that individuals
could remake the world,
Copy !req
466. and they could help them do it
in a new way.
Copy !req
467. It wouldn't confront
the old systems of power.
Copy !req
468. It would simply bypass them.
Copy !req
469. There's Larry, the CEO of Google.
Copy !req
470. At Google, our mission is to make
the world's information accessible
Copy !req
471. and useful, and that means
all the world's information,
Copy !req
472. which now in our index numbers
over a billion documents.
Copy !req
473. And it's an incredible resource.
Copy !req
474. I mean, in history, you have never
had access to just, you know,
Copy !req
475. pretty much all the world's
information in seconds.
Copy !req
476. And we have that now.
Copy !req
477. My hope is to provide instant access
Copy !req
478. to any information anybody
ever wants in future.
Copy !req
479. I think I want to make the world
a better place.
Copy !req
480. The idealism behind Google
was the same vision
Copy !req
481. that had been behind The Family of
Man exhibition 40 years before.
Copy !req
482. It said that everyone could use
the information
Copy !req
483. to build their own story,
free of the old elites,
Copy !req
484. who in the past had controlled
what they read and what they saw.
Copy !req
485. But it would also
link them together.
Copy !req
486. One world at the centre of which
would be the individual self,
Copy !req
487. assembling the data in any way
they wanted.
Copy !req
488. But in Russia, that same dream was
now seen to have led to disaster.
Copy !req
489. At the start of the 1990s,
a giant experiment had begun
Copy !req
490. to transform the country into
a free market democracy.
Copy !req
491. But it had gone disastrously wrong.
Copy !req
492. Russia had been taken over by
a small group called the oligarchs
Copy !req
493. who had looted the country
of much of its wealth.
Copy !req
494. THEY TALK IN RUSSIAN
Copy !req
495. And the idea that Russia could
become a society of free individuals
Copy !req
496. was now seen as a joke.
Copy !req
497. No-one believed in communism
or democracy any longer.
Copy !req
498. What does it mean...? What does
democracy mean for most Russians,
Copy !req
499. not in Moscow? Unfortunately...
Copy !req
500. Well, the word "socialism" has lost
its meaning and its value
Copy !req
501. in this country ten years ago.
Copy !req
502. After ten years, democracy
is a kind of a curse.
Copy !req
503. You can curse,
Copy !req
504. you can offend someone,
by naming him a democrat.
Copy !req
505. So this is the...
Copy !req
506. .. answer to your question.
Copy !req
507. Thank you very much indeed.
Thank you.
Copy !req
508. In 1999, the oligarchs decided
to select Russia's next president
Copy !req
509. to make sure it was someone
who would protect them.
Copy !req
510. They selected Vladimir Putin.
Copy !req
511. He was an anonymous bureaucrat
running the security service.
Copy !req
512. And a man who believed in nothing.
Copy !req
513. With their money and the media
they controlled backing him,
Copy !req
514. Putin was duly elected.
Copy !req
515. The oligarchs believed
that they were now safe
Copy !req
516. and their power
would continue undisturbed.
Copy !req
517. But then something
unexpected happened.
Copy !req
518. In August of 2000, the nuclear
submarine Kursk
Copy !req
519. set out on the first Navy exercise
since the fall of the Soviet Union.
Copy !req
520. As a torpedo was being loaded,
it exploded.
Copy !req
521. And the submarine sank
to the ocean floor.
Copy !req
522. To begin with, the Russian Navy
didn't notice
Copy !req
523. that anything had happened.
Copy !req
524. Then they began to search
for the Kursk,
Copy !req
525. but they couldn't find it.
Copy !req
526. The families of the crew came
to the base at Murmansk.
Copy !req
527. The officials assured them
that they were in contact
Copy !req
528. with the crew, but this was a lie.
Copy !req
529. They knew that all 118 sailors
were already dead.
Copy !req
530. The families grew desperate.
Copy !req
531. To begin with, Putin did nothing.
Copy !req
532. He had no idea how to react.
Copy !req
533. But, finally, he was forced to come
to Murmansk
Copy !req
534. to confront the angry families
in a closed meeting.
Copy !req
535. What Putin then did to save himself
Copy !req
536. was turn that anger away
from himself
Copy !req
537. and towards the very people
who had put him in power.
Copy !req
538. "The people who killed your sons,"
he told the families,
Copy !req
539. "were the corrupt elites in Moscow,
Copy !req
540. "the oligarchs who have all the
money and control all the media.
Copy !req
541. "They are the ones
who are lying to you.
Copy !req
542. "They are the ones who have
destroyed the Army and the Navy.
Copy !req
543. "They are the ones who have stolen
everything
Copy !req
544. "and have everyone in their pocket."
Copy !req
545. Faced by a catastrophe,
Copy !req
546. what Putin had discovered
was a new source of power.
Copy !req
547. It was the raw anger of those
outside the major cities in Russia
Copy !req
548. who felt lonely and isolated,
Copy !req
549. as their jobs and lives
had collapsed around them.
Copy !req
550. They had been promised a democracy.
Copy !req
551. But what they got was chaos
and corruption on a vast scale.
Copy !req
552. And Putin had realised the power
that anger could give him.
Copy !req
553. But he himself still believed
in nothing.
Copy !req
554. He had been taken and placed
in power, and he had no goal.
Copy !req
555. The Russian journalist
Mikhail Zygar wrote,
Copy !req
556. "There is no logic
in the age of Putin.
Copy !req
557. "There is no plan or strategy.
Copy !req
558. "Everything that happens,
like with the Kursk,
Copy !req
559. "is a tactical step, a real-time
response to external stimuli
Copy !req
560. "devoid of any ultimate objective."
Copy !req
561. By the start of 2000,
Silicon Valley had become the focus
Copy !req
562. of a giant financial boom.
Copy !req
563. Wall Street banks were pouring
millions of dollars
Copy !req
564. into small companies that they knew
were unlikely to ever make
Copy !req
565. any real profit.
Copy !req
566. Their real aim was to create massive
share price rises
Copy !req
567. when they took the companies public
on the stock exchange.
Copy !req
568. But then the bubble suddenly burst.
Copy !req
569. FAST SPEECH
Copy !req
570. Companies that only weeks
before had been valued
Copy !req
571. at billions of dollars
disappeared overnight,
Copy !req
572. their technology auctioned off
in fire sales.
Copy !req
573. We have $100,000 computers
Copy !req
574. with eight processors and ten hard
drives,
Copy !req
575. and just decked out with
gigs of RAM.
Copy !req
576. And that stuff's going for
ten cents, 20 cents on the dollar.
Copy !req
577. Google managed to survive,
Copy !req
578. but the crash meant that they met
the power of money,
Copy !req
579. which was going to reshape
their aims completely.
Copy !req
580. The venture capitalists,
who had invested in the company,
Copy !req
581. now had the upper hand.
Copy !req
582. They told Sergey Brin that he had
to find a way to make money.
Copy !req
583. And quickly.
Copy !req
584. And a sense of emergency
gripped Google.
Copy !req
585. But then they found the solution.
Copy !req
586. Every time someone searched the web,
they left trails behind them,
Copy !req
587. traces, as they travelled through
the internet.
Copy !req
588. Up to this point, that mass of data
had simply been used to make
Copy !req
589. the system of giving people
information more efficient.
Copy !req
590. But now the company's engineers
realised
Copy !req
591. that if they gathered enough
of it together,
Copy !req
592. they could build up a picture of
how every individual behaved
Copy !req
593. and how they were likely
to behave in the future.
Copy !req
594. It meant they could predict
Copy !req
595. what advertisement an individual
would click on and respond to...
Copy !req
596. .. without having
to ask them anything.
Copy !req
597. Google started to tell advertisers
that they had found a way
Copy !req
598. of replacing the hit-and-miss
of old advertising
Copy !req
599. with a new scientific certainty.
Copy !req
600. And very quickly, they began
to make millions of dollars.
Copy !req
601. But there was a problem.
Copy !req
602. What Google were doing was gathering
vast amounts of data on millions
Copy !req
603. of people without them
being fully aware of it.
Copy !req
604. And by 2001, the Federal Trade
Commission was preparing a law
Copy !req
605. which would stop much
of what they were doing.
Copy !req
606. But then suddenly, many of those
problems disappeared.
Copy !req
607. RADIO COMMUNICATIONS
Copy !req
608. The attacks on September the 11th
shocked America because no-one
Copy !req
609. had seen them coming.
Copy !req
610. The phrase constantly used was,
"We failed to join up the dots."
Copy !req
611. And in the state of fear,
the government passed
Copy !req
612. the Patriot Act. It said
that everyone's personal data
Copy !req
613. must be open to examination,
to stop further attacks.
Copy !req
614. Privacy of the individual now became
irrelevant in the face of a much
Copy !req
615. higher need - security.
Copy !req
616. It meant that the very thing that
Google had invented, looking
Copy !req
617. for patterns in a mass of data,
now became central to the security
Copy !req
618. of the United States.
Copy !req
619. And the threat of new laws to
stop Google
Copy !req
620. collecting as much data on people
as they wanted faded away.
Copy !req
621. The shock of the attacks of 9/11
began a shift away
Copy !req
622. from the individualism that had been
at the centre
Copy !req
623. of America since the 1950s.
Copy !req
624. And Google was going to become
central to that shift.
Copy !req
625. Because rather than doing what they
had originally dreamed of,
Copy !req
626. giving people data so they could
make their own stories, what Google
Copy !req
627. were now doing was TAKING people's
data and using it to predict
Copy !req
628. what those individuals would do,
without having to ask them anything.
Copy !req
629. What they thought or felt
as individuals
Copy !req
630. and the stories they told themselves
was completely irrelevant.
Copy !req
631. Consciousness was being sidelined
even more.
Copy !req
632. GUNFIRE
Copy !req
633. When the coalition invaded
Afghanistan, Abu Zubaydah had fled.
Copy !req
634. He had not been involved
in the attacks, but he knew
Copy !req
635. that the Americans were arresting
all the jihadists they could find.
Copy !req
636. He travelled back over the mountains
and hid in Faisalabad in Pakistan.
Copy !req
637. But two months later,
he was captured.
Copy !req
638. Within months of September the 11th,
2001, we captured a man
Copy !req
639. named Abu Zubaydah.
Copy !req
640. We believe that Zubaydah was
a senior terrorist leader
Copy !req
641. and a trusted associate of
Osama bin Laden.
Copy !req
642. Zubaydah was severely wounded
Copy !req
643. during the firefight that brought
him into custody.
Copy !req
644. These are dangerous men with
unparalleled knowledge
Copy !req
645. about terrorist networks
and their plans of new attacks.
Copy !req
646. Zubaydah was taken by the CIA
to a secret prison
Copy !req
647. they ran in Pakistan.
Copy !req
648. He told them that he had had nothing
to do with the attacks,
Copy !req
649. but they didn't believe him.
Copy !req
650. Then they read his diary
that he had written to himself.
Copy !req
651. And the CIA decided it meant that
Zubaydah had a multiple personality
Copy !req
652. and that the other, hidden, self was
hiding the information
Copy !req
653. they desperately needed.
Copy !req
654. So, the CIA turned to psychology to
unlock the information they knew
Copy !req
655. was concealed inside his head.
Copy !req
656. Is this the new positive
psychology class?
Copy !req
657. Yes, it is.
Copy !req
658. So, what is this positive
psychology stuff?
Copy !req
659. Is the rest of
the field negative?
Copy !req
660. Well, that's not really the case.
Copy !req
661. Positive psychology is the study
of the psychological aspects
Copy !req
662. of what makes life worth living.
Copy !req
663. It simply focuses on building
the best in people as opposed
Copy !req
664. to repairing the worst.
Copy !req
665. I see. I need to get to my
next class.
Copy !req
666. Catch you later.
Copy !req
667. Thank you for helping me learn
more about this fascinating field.
Copy !req
668. Positive psychology was part of
Copy !req
669. the new psychology that had risen
Copy !req
670. up in the 1990s. It said
that millions of people
Copy !req
671. were really far weaker than
previously thought,
Copy !req
672. that they were trapped in a state
of what the psychologists
Copy !req
673. called learned helplessness.
Copy !req
674. And positive psychology would
develop techniques
Copy !req
675. to rescue these people.
Copy !req
676. But psychologists working for
the CIA decided they would turn
Copy !req
677. the system in reverse.
Copy !req
678. They would use it to reduce
Abu Zubaydah back to a state
Copy !req
679. of learned helplessness.
Copy !req
680. They called it enhanced
interrogation.
Copy !req
681. And they did it by waterboarding
Zubaydah 83 times,
Copy !req
682. by repeatedly smashing him against
the wall,
Copy !req
683. and locking him naked in a freezing
box for weeks at a time.
Copy !req
684. The CIA videotaped
the interrogations, but later
Copy !req
685. destroyed the tapes.
Copy !req
686. They reportedly show
Abu Zubaydah screaming,
Copy !req
687. shaking uncontrollably and vomiting.
Copy !req
688. What was done to him became
the model for a system of torture
Copy !req
689. that the Americans then used
across the War on Terror,
Copy !req
690. including the prison
at Abu Ghraib.
Copy !req
691. Desperate for the torture to stop,
Zubaydah just spewed out
Copy !req
692. all the disconnected memories
inside his brain,
Copy !req
693. memories that even he had not been
able to piece together.
Copy !req
694. They were fragmented images
of what might happen in America,
Copy !req
695. many of them drawn from the films
he had watched, including Godzilla.
Copy !req
696. And that same sense of incoherent
confusion was now
Copy !req
697. unleashed on America.
Copy !req
698. The CIA believed them,
and the fragments inside
Copy !req
699. Abu Zubaydah's brain now
Copy !req
700. spread out across America to create
yet another wave of fear.
Copy !req
701. But there were more and more people
who were beginning to realise
Copy !req
702. that out in the margins of Western
societies, there was a growing anger
Copy !req
703. and a total disillusion
with the system...
Copy !req
704. .. because it offered hundreds of
thousands of people nothing,
Copy !req
705. and gave their lives no
purpose or meaning.
Copy !req
706. I was brought up in a working-class
way, in a working-class background.
Copy !req
707. I were lucky.
I were good at school.
Copy !req
708. I were academically minded.
I were quick.
Copy !req
709. I could make people laugh, you know
what I mean? I could do things.
Copy !req
710. I could chat and still get on
with me work.
Copy !req
711. Most people couldn't do that.
Copy !req
712. They were people genuinely
who were fantastic with working
Copy !req
713. with their hands, but the other
five hours of the day,
Copy !req
714. they were just miserable.
Copy !req
715. It's just not set up to cater
for working-class lads
Copy !req
716. who were that way inclined.
There's just no end goal.
Copy !req
717. There's no end point.
There's no path.
Copy !req
718. There's just... "Get on with it" is
the main phrase that you hear
Copy !req
719. constantly, and that messes with
your mind after a while.
Copy !req
720. Dominic Cummings worked as
a political adviser
Copy !req
721. for the Conservative Party.
Copy !req
722. But he believed that all
politicians, left and right,
Copy !req
723. had completely lost
Copy !req
724. touch with the people they were
supposed to represent.
Copy !req
725. Cummings came from the North East
and he had seen the disillusion
Copy !req
726. and the anger that had been growing
there ever since a wave of factory
Copy !req
727. closures in the late 1990s.
Copy !req
728. The Labour Government had insisted
Copy !req
729. that there was nothing they could do
in the face
Copy !req
730. of what was called globalism.
Copy !req
731. But Cummings wanted to find a way
to remake politics,
Copy !req
732. so it could challenge these new
forms of unaccountable power.
Copy !req
733. And the way to do that, he believed,
was by using complexity theory.
Copy !req
734. Cummings was fascinated by
the founder of complexity theory,
Copy !req
735. Murray Gell-Mann, because Cummings
believed that Gell-Mann's ideas
Copy !req
736. explained why politicians, like
Tony Blair, had failed to stand
Copy !req
737. up against the force of
globalisation.
Copy !req
738. The systems of power, like
international finance, were now
Copy !req
739. so complex that politicians
could never predict
Copy !req
740. what effect their policies
would have.
Copy !req
741. So, they had stopped trying to
control them
Copy !req
742. and simply let them rip.
Copy !req
743. But complexity theory, he believed,
would allow you to understand
Copy !req
744. and control these new forces...
Copy !req
745. .. because if you looked at the world
as a series of complex systems,
Copy !req
746. you would find that there were
underlying patterns.
Copy !req
747. It's a very simple point, but
a very important one, I think,
Copy !req
748. about sheer complexity.
Copy !req
749. If you look around at social
networks, physical networks, mental
Copy !req
750. networks, they consist of...
Copy !req
751. They consist of complicated,
Copy !req
752. non-linear and independent systems.
Copy !req
753. In these networks, properties
emerge from the interaction
Copy !req
754. of lots of different agents.
Copy !req
755. You can't tell what's going
to happen just by looking
Copy !req
756. at a single agent.
Copy !req
757. So, for example, if you look at
ant colonies, you have lots
Copy !req
758. of interacting ants.
Copy !req
759. And from this, you have emergent
behaviours like farming,
Copy !req
760. slavery and war, that you can never
predict from a single ant.
Copy !req
761. The extreme complexity means
that prediction is extremely
Copy !req
762. difficult even over
tiny timescales.
Copy !req
763. It means... The scale of complexity
means you can't have centralised
Copy !req
764. control. There's no master
ant, there's no master neuron,
Copy !req
765. there's no master immune cell.
Copy !req
766. Cummings wanted to use data
and computers to see the underlying
Copy !req
767. patterns in modern society, and then
use that knowledge to take
Copy !req
768. power back from the unelected elites
who had seized control.
Copy !req
769. But to do that, he was going to have
to find a way to harness
Copy !req
770. the anger and the disenchantment
that was growing in the country.
Copy !req
771. THEY ALL CHANT
Copy !req
772. INSTRUCTOR SPEAKS
Copy !req
773. But Cummings was not alone.
Copy !req
774. Across the world, there was
a growing feeling that politics
Copy !req
775. had completely lost touch with
the people, and was therefore
Copy !req
776. losing its power to hold
society together.
Copy !req
777. In China, the children of those who
had led the Cultural Revolution
Copy !req
778. were now in power.
Copy !req
779. They were called the princelings.
Copy !req
780. We are very happy to invite
the newly elected members
Copy !req
781. of the standing committee of
the Political Bureau of the...
Copy !req
782. On the surface, the China they ruled
over was a powerful country.
Copy !req
783. It had a rich
and rapidly growing middle class.
Copy !req
784. What the hell? What's happened?
Copy !req
785. And China was also pouring
money into a rapidly
Copy !req
786. growing military force.
Copy !req
787. But what had been buried
and forgotten
Copy !req
788. was any guiding ideology,
Copy !req
789. any confident story
about what this was all for.
Copy !req
790. Instead, money had filled the void.
Copy !req
791. And that now seemed to be dissolving
Copy !req
792. the bonds that held
society together.
Copy !req
793. There was an extraordinary wave
of organised crime sweeping
Copy !req
794. through Chinese cities.
Copy !req
795. Vast amounts of government money was
being stolen and smuggled abroad.
Copy !req
796. But at the centre of the corruption
was land and property.
Copy !req
797. On the edge of the new
giant cities,
Copy !req
798. organised gangs were forcing farmers
out of their houses at gunpoint
Copy !req
799. and seizing their land.
Copy !req
800. What's happening is quite
literally a massive land grab.
Copy !req
801. Those with political power, or money
and political connections, are doing
Copy !req
802. everything they can to take
control of land.
Copy !req
803. And the reason is very simple.
Copy !req
804. Today in China, land is
extremely valuable.
Copy !req
805. It's in demand for all sorts of
things - for housing developments
Copy !req
806. like this one, for factories, for
shopping malls.
Copy !req
807. Making money was never easier.
Copy !req
808. What made the corruption
so widespread
Copy !req
809. was that under communism, no-one
was allowed to own land.
Copy !req
810. All the land was owned by the party.
Copy !req
811. Which meant that hundreds of
thousands of party officials
Copy !req
812. were being bombarded by bribes
and threats from organised crime,
Copy !req
813. wanting to get the land.
Copy !req
814. And corruption spread on an
extraordinary scale.
Copy !req
815. The government's chief advisor,
Wang Huning, called
Copy !req
816. it ultra corruption.
Copy !req
817. He said it was so extensive that it
was hollowing out the whole
Copy !req
818. political system of control.
Copy !req
819. The country, he said, risked
fragmenting into the anarchy
Copy !req
820. of the 1920s,
Copy !req
821. when hundreds of separate areas were
controlled by rival warlords.
Copy !req
822. But one man decided he was going
to make a stand against this.
Copy !req
823. He was called Bo Xilai.
Copy !req
824. He was at the heart
of the Chinese elite.
Copy !req
825. Bo's father had been one of
the leaders of the revolution
Copy !req
826. with Mao Zedong.
Copy !req
827. But in the Cultural Revolution,
Mao had turned on Bo's father
Copy !req
828. and he was brutally beaten.
Copy !req
829. And Bo's mother was killed
mysteriously.
Copy !req
830. Bo himself had been a Red Guard, but
was sent to a labour camp
Copy !req
831. for five years.
Copy !req
832. But Bo now announced that he was
going to bring back
Copy !req
833. the dreams from that time.
Copy !req
834. In 2007, Bo was made the head
of the city of Chongqing.
Copy !req
835. Chongqing was one of the biggest
cities in the world.
Copy !req
836. It had a population of 32
million people.
Copy !req
837. And Bo decided to use the city as
a laboratory
Copy !req
838. for a giant experiment.
Copy !req
839. FANFARE
Copy !req
840. He started to hold mass rallies in
the city, which were broadcast
Copy !req
841. live on television, and Red
songs from the Mao era,
Copy !req
842. were sung by thousands.
Copy !req
843. HE SPEAKS PASSIONATELY
Copy !req
844. SINGING
Copy !req
845. Bo said that the reason for
the corruption in China
Copy !req
846. was because there was no shared
vision of the future, no aim
Copy !req
847. or purpose other than money,
Copy !req
848. and he was going to reawaken
the idealism of the past.
Copy !req
849. And he also passed sweeping laws
to try and tackle the growing
Copy !req
850. inequalities, subsidising housing
and education.
Copy !req
851. And Bo brought in a new police
chief, whose job was to root
Copy !req
852. out the gangsters
Copy !req
853. who had corrupted every part
of the city government,
Copy !req
854. and were still demolishing
thousands of people's houses.
Copy !req
855. Bo soon became famous
and he was seen
Copy !req
856. as a future leader.
Copy !req
857. He and his wife, a lawyer called
Gu Kailai,
Copy !req
858. became a glamorous couple.
Copy !req
859. They, like many others of
the Chinese elite, had a fascination
Copy !req
860. for old England.
Copy !req
861. Many of the estates being built
for the new rich
Copy !req
862. in China's cities were designed
to look like an imaginary version
Copy !req
863. of England's past.
Copy !req
864. Bo and Gu decided to send their son
to an English public school, Harrow.
Copy !req
865. And it led them to meet an
Englishman who had come to China,
Copy !req
866. called Neil Heywood.
Copy !req
867. He had also been to Harrow
and he helped their son.
Copy !req
868. And he soon became close
to the family.
Copy !req
869. Heywood also lived in the old dreams
of England,
Copy !req
870. from a time when it was powerful.
Copy !req
871. He dropped hints that he worked for
MI6 and he drove around Beijing
Copy !req
872. in an Aston Martin with
the numberplate 007.
Copy !req
873. Heywood used his friendship with
the family to make a property
Copy !req
874. deal in Chongqing.
Copy !req
875. But then for some reason, the deal
went wrong
Copy !req
876. and Heywood blamed Gu Kailai.
Copy !req
877. At the same time, rumours started to
come from the centre, in Beijing,
Copy !req
878. that what Bo Xilai was doing
in Chongqing might not
Copy !req
879. be as idealistic as it seemed.
Copy !req
880. And in Russia, there were those
who were also trying to attack
Copy !req
881. and expose the emptiness
and the corruption that had taken
Copy !req
882. over the society there.
Copy !req
883. In 2007, members of the small
National Bolshevik Party,
Copy !req
884. that was led by Eduard Limonov,
Copy !req
885. burst into the finance
ministry in Moscow.
Copy !req
886. They wanted to make people realise
the corruption of Russia
Copy !req
887. hadn't gone away.
Copy !req
888. It was now spreading even
deeper into the society.
Copy !req
889. And that Putin had to go.
Copy !req
890. They were arrested and 39 of them
were put on trial together
Copy !req
891. in a giant cage.
Copy !req
892. I believe we are a most effective
organisation of Russia
Copy !req
893. who irritate the government.
But very effective, very effective.
Copy !req
894. The clumsy police state cannot
struggle against us.
Copy !req
895. 39 young people behind bars,
more than six months.
Copy !req
896. What they said, they said,
"We want Putin to go out."
Copy !req
897. Putin's other main opponent was
the journalist Anna Politkovskaya.
Copy !req
898. What Putin had done, she said,
was simply take the vast corruption
Copy !req
899. that had begun with the oligarchs
and shift it into the public sector.
Copy !req
900. So the civil servants, the managers,
and the intelligence agents
Copy !req
901. around Putin all now benefited.
Copy !req
902. One of them put it simply,
Copy !req
903. "Why take hand-outs
from billionaires
Copy !req
904. "if you can become
a billionaire yourself?"
Copy !req
905. Politkovskaya said that
the society Putin had created
Copy !req
906. was one in his own image.
Copy !req
907. It, too, believed in nothing.
Copy !req
908. He became president
without any programme,
Copy !req
909. without any words.
Copy !req
910. If there was independent television,
Copy !req
911. they would tear Putin apart
piece by piece.
Copy !req
912. He has nothing to debate.
Copy !req
913. He has no programme, he has no
personality, he has no interests.
Copy !req
914. The bureaucrats have made
literally millions,
Copy !req
915. together with their families.
Copy !req
916. I think they were very happy
with Putin.
Copy !req
917. They knew he would create
favourable conditions
Copy !req
918. in which corruption could flourish.
Copy !req
919. Three months after the interview,
Copy !req
920. Anna Politkovskaya was shot
outside her apartment in Moscow.
Copy !req
921. But despite the shock and outrage,
nothing changed.
Copy !req
922. Since Putin had come to power,
the global price of oil
Copy !req
923. had increased massively.
Copy !req
924. And money had poured into Russia.
Copy !req
925. One journalist described
what happened.
Copy !req
926. "The country", he said,
"rode through the first decade
Copy !req
927. "of the 21st century
in a state of semi-oblivion.
Copy !req
928. "In a dream world of consumption."
Copy !req
929. Like Bo Xilai in China,
Copy !req
930. Eduard Limonov believed that
the only way to escape
Copy !req
931. from this empty world was to bring
back the old dreams from the past.
Copy !req
932. But in his case,
Copy !req
933. the communism was mixed
with a fascist nationalism.
Copy !req
934. The End Of The World
by Skeeter Davis
Copy !req
935. Google was now making billions,
Copy !req
936. and at the heart of it was data.
Copy !req
937. It had become a new gold rush.
Copy !req
938. Products of more and more
companies around the world
Copy !req
939. were set up to mine all the traces
of human behaviour everywhere.
Copy !req
940. And nothing was quite
what it seemed.
Copy !req
941. The makers of Roomba revealed
that new models would also be able
Copy !req
942. to gather and transmit information
about the inside of people's homes.
Copy !req
943. People, though, they added, could
always turn this off if they wanted.
Copy !req
944. Hi, I'm Tristan -
Global Passion Ambassador
Copy !req
945. for We-Vibe couples' vibrator.
Copy !req
946. Even the vibrator We-Vibe was
discovered transmitting data
Copy !req
947. about people's private behaviour
back to the servers.
Copy !req
948. Good morning, Cayla.
Copy !req
949. Good morning.
I love the morning. Don't you?
Copy !req
950. While the German government
instructed parents to destroy
Copy !req
951. any models of Cayla the doll,
Copy !req
952. because it contained what they
called a concealed espionage device
Copy !req
953. that could also transmit
personal data
Copy !req
954. about the behaviour
of the whole family.
Copy !req
955. And Pokemon GO, which was created
by a subsidiary of Google,
Copy !req
956. was more than just a game.
Copy !req
957. As well as extracting even more data
from the players' phones,
Copy !req
958. it was also what one researcher
described as persuasive gaming.
Copy !req
959. An experiment to see if you could
move mass groups of people around
Copy !req
960. to where you wanted them.
Copy !req
961. As well as having fun,
the players could also be guided
Copy !req
962. to what was called
sponsored locations.
Copy !req
963. Cafes and bars that would pay
to be a part of the system.
Copy !req
964. One journalist described the aim.
Copy !req
965. "Pokemon", she said,
"is about herding people
Copy !req
966. "to monetised checkpoints without
them being fully aware of it."
Copy !req
967. All this was not only creating
a world where human behaviour
Copy !req
968. could be predicted, it was
going to do something else.
Copy !req
969. Something that scientists
and engineers
Copy !req
970. had been struggling with
for 50 years.
Copy !req
971. It was finally going to solve
the problem of how to create
Copy !req
972. real artificial intelligence.
Copy !req
973. But it would do it
by creating machines
Copy !req
974. that could see a different
kind of reality.
Copy !req
975. One that was hidden
from human beings.
Copy !req
976. The key figure who did this
was a psychologist
Copy !req
977. called Geoffrey Hinton.
Copy !req
978. He was the great-great-grandson
of George Boole,
Copy !req
979. who had invented Boolean logic -
Copy !req
980. that is behind all the algorithms
in modern computers.
Copy !req
981. In the 1990s, Hinton realised that
the idea that you can create AI
Copy !req
982. by feeding rules of human logic into
the machines had completely failed.
Copy !req
983. What Hinton said was that
you do the opposite -
Copy !req
984. you get rid of
all the rules of logic
Copy !req
985. and instead feed a mass of data
into the computer
Copy !req
986. and let it look for its own
connections and patterns.
Copy !req
987. He used what were called neural
networks, where the connections
Copy !req
988. inside the computer
mimicked the human brain.
Copy !req
989. Back in the '90s, there was a
completely different paradigm
Copy !req
990. that wasn't called
artificial intelligence,
Copy !req
991. it was called neural networks,
Copy !req
992. that said, we know about
an intelligence system,
Copy !req
993. it's the brain, and the way
that works is you have lots
Copy !req
994. of little processors with lots
of connections between them,
Copy !req
995. and you change the strengths
of the connections
Copy !req
996. and that's how you learn things.
Copy !req
997. And those connection strength
changes have to somehow be driven by
data.
Copy !req
998. You're not programmed, you somehow
absorb information from data.
Copy !req
999. And you can't do it with rules.
There's too many rules to write.
Copy !req
1000. You just have to learn it from data.
Copy !req
1001. Now, that data was available online,
Copy !req
1002. and Hinton began to feed millions of
words and images into the machines
Copy !req
1003. and instructed them
to look for patterns.
Copy !req
1004. To learn a language,
the neural network
Copy !req
1005. would look for which particular
words appeared next to each other
Copy !req
1006. in the billions of sentences
they were scanning
Copy !req
1007. and which were far apart.
Copy !req
1008. The machine is not interested
in the meaning of the sentence,
Copy !req
1009. only the patterns.
Copy !req
1010. It was a completely different way
of making sense of reality.
Copy !req
1011. Human beings told themselves stories
about what was happening around them
Copy !req
1012. minute by minute.
Copy !req
1013. Hinton's neural networks
were a kind of intelligence
Copy !req
1014. that completely ignored all stories.
Copy !req
1015. Instead, they crossed back
and forth across time and space
Copy !req
1016. as they searched through data
on the internet
Copy !req
1017. looking for links and patterns
that human beings
Copy !req
1018. would never be able to see
or understand.
Copy !req
1019. Hinton began to work on artificial
intelligence at Google,
Copy !req
1020. and he gave what he had created
a name.
Copy !req
1021. He called it Vector-World.
Copy !req
1022. It expressed what was becoming
Copy !req
1023. one of the most powerful
mythologies of our age.
Copy !req
1024. The idea that had begun
with complexity theory
Copy !req
1025. in the early 1990s.
Copy !req
1026. It said that the world
is too complicated
Copy !req
1027. for us as human beings
to understand.
Copy !req
1028. But nothing is too complicated
for the machines and the data,
Copy !req
1029. for they can see the hidden
reality under the surface.
Copy !req
1030. And this new fragmented way of
ordering reality into patterns
Copy !req
1031. was going to spread.
Copy !req
1032. And as it did, it would detach
human beings even further
Copy !req
1033. from understanding what was
happening in the real world.
Copy !req
1034. In the banks, computers were being
used to package the vast amounts
Copy !req
1035. of mortgages that were being lent
in the property boom
Copy !req
1036. to everyone and anyone.
Copy !req
1037. The computers cut up
the dangerous high-risk loans
Copy !req
1038. and recombined them
with other safer loans.
Copy !req
1039. The bankers believed that
this neutralised the risk
Copy !req
1040. and stabilised the system.
Copy !req
1041. But as they did this,
the connection of the debts
Copy !req
1042. to human reality was broken.
Copy !req
1043. Instead, they simply became
patterns of millions of fragments
Copy !req
1044. of meaningless data moving
harmlessly around the system
Copy !req
1045. in the server farms.
Copy !req
1046. What had happened was that
the bankers, the risk analysts,
Copy !req
1047. the rating agencies, the
accountants, and the politicians,
Copy !req
1048. had all given themselves up
to this new way of thinking.
Copy !req
1049. A way of thinking that said
that the data and the algorithms
Copy !req
1050. understood the complexity of
the world better than you did...
Copy !req
1051. .. which meant that none of them
saw the absurdity
Copy !req
1052. of what was really happening.
Copy !req
1053. A vast wave of money was being lent
to millions of poor people
Copy !req
1054. who could never afford
to pay it back.
Copy !req
1055. But then it got more complicated
because human beings were also
Copy !req
1056. exposed to the avalanche
of data online...
Copy !req
1057. .. and they started to behave
in very much the same way
Copy !req
1058. as Geoffrey Hinton's artificial
intelligence machines.
Copy !req
1059. They, too, spent vast amounts of
time searching through all the data,
Copy !req
1060. looking for patterns,
links and coincidences
Copy !req
1061. that had no obvious meaning.
Copy !req
1062. But, being human beings,
Copy !req
1063. they then turned them into
fantastic elaborate stories.
Copy !req
1064. They were called
conspiracy theories.
Copy !req
1065. 40 years before, Kerry Thornley
and his friend Greg Hill
Copy !req
1066. had started what they called
Operation Mindfuck.
Copy !req
1067. They had spread the conspiracy
theory that the Illuminati
Copy !req
1068. were really the secret rulers
of the world.
Copy !req
1069. They had done it to parody and
ridicule all conspiracy theories
Copy !req
1070. because they thought that
they undermined the confidence
Copy !req
1071. of individuals and made
them easier to control.
Copy !req
1072. But now, in the mass of data online,
Copy !req
1073. those stories about the Illuminati
got mixed up
Copy !req
1074. with other conspiracies,
both true and false,
Copy !req
1075. and out of it came extraordinary
dreamlike stories
Copy !req
1076. built out of fragments
of truth and fiction.
Copy !req
1077. Millions of people became convinced
that all the major stars,
Copy !req
1078. from Britney Spears to Beyonce,
Copy !req
1079. were being manipulated and
controlled by the Illuminati.
Copy !req
1080. The theory said that the Illuminati
had worked with the CIA
Copy !req
1081. and their MK-Ultra project
Copy !req
1082. and with Walt Disney to create
a new system of mind control.
Copy !req
1083. The stars' videos contained
hidden messages.
Copy !req
1084. Above all, images of triangles,
put there by the Illuminati.
Copy !req
1085. Telltale clues to what
is really happening.
Copy !req
1086. But one star had anticipated this.
Copy !req
1087. In 2012, the Coachella festival
and Dr Dre
Copy !req
1088. used computers and fragments
of data from the past
Copy !req
1089. to reconstruct Tupac Shakur
on stage.
Copy !req
1090. You know what the fuck this is!
Copy !req
1091. What up, Dre?
I'm chillin'. What's up, Pac?
Copy !req
1092. What up, Snoop? What's up, my nigga?
Copy !req
1093. What the fuck is up, Coachella?
Copy !req
1094. And an album Tupac had recorded
just before his death
Copy !req
1095. was also released.
Copy !req
1096. He had called it Killuminati...
Copy !req
1097. .. and in it, Shakur had attacked
the way the black community
Copy !req
1098. was already, in the 1990s,
Copy !req
1099. retreating into conspiracy theories
about the Illuminati.
Copy !req
1100. They were doing it, he said,
to avoid confronting
Copy !req
1101. the very real powers
that did control their lives.
Copy !req
1102. His message was simple.
Copy !req
1103. That suspicion was just
another form of control.
Copy !req
1104. Tonight, turmoil on the American
housing market gets even worse
Copy !req
1105. and the aftershocks wipe tens of
billions off world stock markets.
Copy !req
1106. The organisations which underpin
mortgage lending in America
Copy !req
1107. need a multibillion dollar bailout.
Copy !req
1108. Are you ask... Are you checking me?
Are you asking me if I'm trading?
Copy !req
1109. In 2008, the systems in the banks
Copy !req
1110. that had structured the mortgage
loans failed completely.
Copy !req
1111. It led to a global economic crash.
Copy !req
1112. The governments in Britain
and America rescued the banks...
Copy !req
1113. .. but they then decided to
transfer the debt that incurred
Copy !req
1114. away from the private sector
to the public sector.
Copy !req
1115. And what was called austerity began.
Copy !req
1116. That decision was going to
have powerful consequences
Copy !req
1117. because it created anger
among millions of people
Copy !req
1118. outside the system.
Copy !req
1119. Then, in the wake of the crash,
Copy !req
1120. evidence of widespread
corruption came out.
Copy !req
1121. That all the major banks
had been rigging interest rates
Copy !req
1122. and many of them had been laundering
money for organised crime,
Copy !req
1123. including the drug cartels
in Mexico.
Copy !req
1124. But, again, nothing
seemed to change.
Copy !req
1125. A few lowly people were prosecuted
Copy !req
1126. and experts talked of reforms
and stress tests,
Copy !req
1127. and the shock among those outside
the system grew further.
Copy !req
1128. And from that came the reaction.
Copy !req
1129. It was the elites.
Copy !req
1130. And people like you and me.
Copy !req
1131. People that bought into the system.
Copy !req
1132. And who's been held accountable?
Copy !req
1133. Name me one banker, one CEO,
Copy !req
1134. one law firm, one accounting firm.
Copy !req
1135. We basically just flooded
the zone with liquidity,
Copy !req
1136. we bailed out the party of Davos.
Copy !req
1137. And let me say it differently,
the party of Davos,
Copy !req
1138. the scientific, engineering,
managerial,
Copy !req
1139. financial, cultural elite,
bail themselves out.
Copy !req
1140. Remember, this populist movement
and Donald Trump...
Copy !req
1141. ..is not the cause of this,
they're the product of this.
Copy !req
1142. And it worked on different levels.
Copy !req
1143. It wasn't... The most obvious level
was, we've got to take back control
Copy !req
1144. from Brussels, but it was also,
and I think David Cameron
Copy !req
1145. and George Osborne
didn't quite appreciate this,
Copy !req
1146. it was also about taking back
control from...
Copy !req
1147. .. of the system itself.
Copy !req
1148. It was, for a lot of people,
"Take back control",
Copy !req
1149. made them think, yeah, these are
the guys who screwed up the economy,
Copy !req
1150. who drove it off a cliff in 2008,
whose mates are all
Copy !req
1151. the Goldman Sachs bankers and
hedge funders on massive bonuses,
Copy !req
1152. us mugs on PAYE are the ones
paying the bills for this,
Copy !req
1153. we'll show those guys, we'll take
back control from you lot in London.
Copy !req
1154. For Dominic Cummings,
Brexit was not an end in itself.
Copy !req
1155. For him, it was a way of getting
rid of the failed elites
Copy !req
1156. and the old political systems
that ran Britain.
Copy !req
1157. In their place, he was going to use
modern network technologies and data
Copy !req
1158. to transform an old,
decaying society.
Copy !req
1159. But what Cummings hadn't reckoned
with was how the campaign
Copy !req
1160. that he had begun would awaken
ghosts from Britain's past...
Copy !req
1161. Ladies and gentlemen,
please welcome to the stage
Copy !req
1162. the leader of the Brexit Party,
Nigel Farage.
Copy !req
1163. .. and how they would reach out to
possess Brexit and modern Britain.
Copy !req
1164. At the end of 2011,
Copy !req
1165. the body of a British man
was discovered
Copy !req
1166. in the Lucky Holiday Hotel
in Chongqing.
Copy !req
1167. It was Neil Heywood, who had been
friends with Bo Xilai and his wife.
Copy !req
1168. There were rumours
that he had been murdered.
Copy !req
1169. Did a British man die here?
Copy !req
1170. You don't know?
You don't take interviews?
Copy !req
1171. Do you know if it's factually true
that that happened?
Copy !req
1172. Did that actually happened?
Copy !req
1173. OK.
Copy !req
1174. After the body was found,
Bo's police chief came to him
Copy !req
1175. and he told him that Bo's wife
had arranged the murder
Copy !req
1176. because Heywood was threatening
to reveal
Copy !req
1177. that she had been illegally moving
large amounts of money abroad.
Copy !req
1178. The police chief then fled
to the American consulate
Copy !req
1179. in nearby Chengdu because he feared
that Bo was going to kill him.
Copy !req
1180. And he told the press
that Bo and his wife
Copy !req
1181. were really ruthless gangsters
who had brought corruption
Copy !req
1182. to the very top
of the Communist Party.
Copy !req
1183. What then came out shocked China.
Copy !req
1184. It was alleged that while Bo
had portrayed himself
Copy !req
1185. as an idealistic hero and paraded
gangsters and corrupt officials
Copy !req
1186. in front of the cameras,
Copy !req
1187. he and his police chief had really
been using extreme violence
Copy !req
1188. and torture, taking millions
from organised criminals
Copy !req
1189. and bribes from property developers
Copy !req
1190. and then keeping the money
for themselves.
Copy !req
1191. SINGING
Copy !req
1192. While Bo sang songs
praising Mao Zedong,
Copy !req
1193. he had really just been using
those revolutionary ideas
Copy !req
1194. as a smokescreen to hide corruption
that went to the very heart
Copy !req
1195. of the city government.
Copy !req
1196. But Bo Xilai denied
all the allegations.
Copy !req
1197. He came to the party conference
in Beijing and insisted
Copy !req
1198. that what was happening
was an attempt to smear him
Copy !req
1199. by the corrupt networks that
he was rooting out in Chongqing.
Copy !req
1200. No-one knew who to believe.
Copy !req
1201. There were rumours that really
it was an even more complex plot
Copy !req
1202. by his rivals in Beijing
to stop Bo from getting power.
Copy !req
1203. And in the middle of the conference,
Copy !req
1204. he and his wife were arrested
and thrown into jail.
Copy !req
1205. Suddenly, at the end of 2011,
Copy !req
1206. a wave of protests
burst out in Russia.
Copy !req
1207. As well as Pussy Riot, one night,
a young internet blogger
Copy !req
1208. called Alexei Navalny
got up on a platform
Copy !req
1209. and he chanted the phrase
that redefined Russia
Copy !req
1210. for what up to then had been
an apolitical generation.
Copy !req
1211. Putin was furious.
It was complete hypocrisy.
Copy !req
1212. He had given the new Russian
middle classes prosperity,
Copy !req
1213. now they were stabbing him
in the back.
Copy !req
1214. He grew increasingly paranoid,
fearful that those groups
Copy !req
1215. who had benefited from the
corruption would turn against him.
Copy !req
1216. And to protect himself,
he shapeshifted again.
Copy !req
1217. Putin did the very thing that
Eduard Limonov had called for.
Copy !req
1218. He created a new organisation
called the Popular Front,
Copy !req
1219. to promote Russian nationalism.
Copy !req
1220. But Putin went much further
than Limonov
Copy !req
1221. because he summoned up
a dark, frightening vision
Copy !req
1222. from Russia's past.
Copy !req
1223. It's said that Russia as a whole,
what was called Eurasia,
Copy !req
1224. was the last defence
against a corrupt West
Copy !req
1225. that was trying to take
over the whole world.
Copy !req
1226. It was a great power nationalism
Copy !req
1227. that challenged America's idea
of its exceptionalism.
Copy !req
1228. What Putin was promoting
was Russian exceptionalism.
Copy !req
1229. It was epitomised
by the Night Wolves -
Copy !req
1230. an extreme nationalist
motorcycle club,
Copy !req
1231. who announced that they
were now Putin's bodyguards.
Copy !req
1232. We Won't Leave Our Cities
by DEKABR
Copy !req
1233. The Night Wolves put on mass shows
Copy !req
1234. that dramatised the paranoid
conspiracy theory
Copy !req
1235. that America, led by Barack Obama
and the bankers, and the Illuminati,
Copy !req
1236. were planning to undermine
Vladimir Putin and destroy Russia.
Copy !req
1237. In the West, after the crash,
Copy !req
1238. the bankers had also now become
the villains.
Copy !req
1239. They were at the centre
of conspiracy theories
Copy !req
1240. that said that they were running
a global system of corruption.
Copy !req
1241. A wave of leaked documents seemed
to show that the City of London
Copy !req
1242. had become the centre of
an international network
Copy !req
1243. that was being used to hide
the illegal fortunes
Copy !req
1244. of kleptocrats from
all around the world.
Copy !req
1245. Hundreds of billions,
it was alleged,
Copy !req
1246. was being taken through London
and then hidden in a network
Copy !req
1247. of secretive offshore territories
Copy !req
1248. that anti-corruption investigators
called the Second Empire.
Copy !req
1249. But the problem was,
no-one could actually find out
Copy !req
1250. how much of this was really true...
Copy !req
1251. .. because of something else
the City of London
Copy !req
1252. had always prided itself on
from the time of the Empire.
Copy !req
1253. Its discretion.
Copy !req
1254. Hello, Jim. How's the markets?
Copy !req
1255. Firm.
Copy !req
1256. There's not much doing.
Copy !req
1257. Nothing else? As it's you, I'll
give you seven pence ha'penny.
Copy !req
1258. Sorry, old man,
wrong way, I'm afraid.
Copy !req
1259. Is that all? Has he done it?
Copy !req
1260. No, he's evidently not satisfied.
Copy !req
1261. He'll try somewhere else.
Copy !req
1262. Now, the discretion that the City
was still so proud of
Copy !req
1263. had in reality turned into
a force shield that stopped
Copy !req
1264. any proper investigation
of what was really going on.
Copy !req
1265. Eminent law firms immediately
issued libel writs
Copy !req
1266. to anyone trying to find out
what was happening.
Copy !req
1267. But by suppressing any real
information, the suspicions grew
Copy !req
1268. that there was a dark, frightening
world of dictators, drug lords,
Copy !req
1269. Russian gangsters, arms dealers,
and international bankers
Copy !req
1270. all thriving together in the shadows
of the City of London...
Copy !req
1271. .. which reinforced the idea
that the world
Copy !req
1272. was bewilderingly complicated...
Copy !req
1273. .. and way beyond our control.
Copy !req
1274. In China, Gu Kailai was put on trial
for poisoning Neil Heywood.
Copy !req
1275. She had confessed, the court said,
Copy !req
1276. and she was given a suspended
death sentence.
Copy !req
1277. Then her husband, Bo Xilai, was put
on trial in the city of Jinan.
Copy !req
1278. He denied all the charges
of corruption.
Copy !req
1279. But outside the court, something
unexpected began to happen.
Copy !req
1280. And as you can see, Jinan has
never seen anything like it.
Copy !req
1281. There are huge crowds here, watching
the media, watching the trial,
Copy !req
1282. and everybody who has
any sort of grievance,
Copy !req
1283. any sort of complaint
against the local government
Copy !req
1284. or the national government,
is here to try and get it aired.
Copy !req
1285. To make their case, they've been
thrusting pieces of paper
Copy !req
1286. into my hand.
Copy !req
1287. What happened outside the court
in Jinan gave a glimpse
Copy !req
1288. of the widespread anger
and frustration in China
Copy !req
1289. with the ruling system
and its corruption.
Copy !req
1290. Forces simmering under
the surface of the society.
Copy !req
1291. The party leaders were split
on how to deal
Copy !req
1292. both with what Bo Xilai had done
Copy !req
1293. and the forces of anger
that had now unleashed.
Copy !req
1294. Wen Jiabao, who was the Premier,
said that the problem
Copy !req
1295. was that the party
had never confronted
Copy !req
1296. what had happened
during Mao's time.
Copy !req
1297. "Unless you have political reform
and open up the society
Copy !req
1298. "for democratic debate", Wen said,
those ghosts will always threaten."
Copy !req
1299. But others disagreed.
Copy !req
1300. Above all, the man who
had just been appointed
Copy !req
1301. the next party secretary,
Xi Jinping.
Copy !req
1302. His family, like Bo's,
had been at the very centre
Copy !req
1303. of the frightening forces
that Mao Zedong had unleashed.
Copy !req
1304. One journalist wrote,
Copy !req
1305. "They want to keep
that great black box
Copy !req
1306. "that conceals the struggles
and the brutality
Copy !req
1307. "upon which China has built its
staggering economic transformation,
Copy !req
1308. "firmly closed."
Copy !req
1309. And to keep it closed,
Xi Jinping decided to turn China
Copy !req
1310. into a giant system
in which everyone's behaviour
Copy !req
1311. could be predicted, managed
and controlled.
Copy !req
1312. The aim was to learn from the data
Copy !req
1313. how all the individuals
linked together in the society
Copy !req
1314. so their behaviour
could be predicted,
Copy !req
1315. like components in a system.
Copy !req
1316. But there was a further aim -
to adjust the behaviour of people
Copy !req
1317. so they would fit better
into the system.
Copy !req
1318. It was called
Algorithmic Governance.
Copy !req
1319. If the data from all
the different sources
Copy !req
1320. showed a person behaving well,
Copy !req
1321. buying the right food
for their children,
Copy !req
1322. not cheating at computer games,
and not jaywalking,
Copy !req
1323. then they would be given
what were called social credits.
Copy !req
1324. This would then give them rewards,
Copy !req
1325. from discounts on bills, to getting
better visibility on dating sites,
Copy !req
1326. even avoiding the queue
to pay to see a doctor.
Copy !req
1327. 50 years before, an American
psychologist called BF Skinner
Copy !req
1328. had become notorious when he had
outlined just such a society.
Copy !req
1329. Skinner had shown how he could
easily alter the behaviour
Copy !req
1330. of animals like pigeons by using
a simple system of rewards.
Copy !req
1331. He called it Operant Conditioning.
Copy !req
1332. In this experiment, he must
peck at the cross ten times
Copy !req
1333. before the food is forthcoming.
After four or five sessions,
Copy !req
1334. the pigeon learns the routine
perfectly
Copy !req
1335. and pecks at the cross wherever he
sees it, without being in the least
Copy !req
1336. upset at being made to work
for his living.
Copy !req
1337. Now, that produces in a rat
or a pigeon or a monkey,
Copy !req
1338. and in a man, a very high rate
of activity,
Copy !req
1339. and if you build up, you can get
enormous amounts of behaviour
Copy !req
1340. out of these organisms
for very little pay.
Copy !req
1341. You don't need to give them very
much to induce a lot of that.
Copy !req
1342. A world in which a great many
productive things occur
Copy !req
1343. on this schedule,
will be a wonderful world.
Copy !req
1344. Skinner wrote a novel
called Walden Two
Copy !req
1345. that described a future utopia
where all human behaviour
Copy !req
1346. would be controlled through
this kind of operant conditioning.
Copy !req
1347. "It was a utopia", he said,
"because it would free society
Copy !req
1348. "from all the dangerous
and irrational impulses
Copy !req
1349. "inside individuals' minds."
Copy !req
1350. All of that could be sealed off
Copy !req
1351. by managing people's behaviour
with rewards and treats.
Copy !req
1352. Now China had found a way
of creating just such a system
Copy !req
1353. of managing people through
the mass of data it was gathering.
Copy !req
1354. It was being used
to create a whole society
Copy !req
1355. where what went on inside people's
heads was completely irrelevant.
Copy !req
1356. Their rational thought and their
feelings were all bypassed.
Copy !req
1357. It was only their observed
behaviour that counted.
Copy !req
1358. And this allowed those in charge
to bury and hide
Copy !req
1359. the anger and frustration that
had been created in a society
Copy !req
1360. that was riddled with corruption
and growing inequalities.
Copy !req
1361. And if people didn't respond
to the treats,
Copy !req
1362. they could be forcibly reprogrammed,
Copy !req
1363. as it is alleged is happening
in large re-education facilities
Copy !req
1364. in Xinjiang to hundreds of thousands
of the Muslim Uighur population.
Copy !req
1365. In the West, the corruption
and the inequalities
Copy !req
1366. also continued to grow.
Copy !req
1367. And the politicians seemed unable
to do anything about it.
Copy !req
1368. But the technology systems
were mutating,
Copy !req
1369. morphing into ever more
extreme forms...
Copy !req
1370. .. and out of that was going to come
a completely new kind
Copy !req
1371. of management and control
in the modern world.
Copy !req
1372. Unlike in China, it wouldn't try
and bury people's emotions
Copy !req
1373. and feelings.
Copy !req
1374. It would work by doing
the very opposite -
Copy !req
1375. pushing and exaggerating
those emotions
Copy !req
1376. to a pitch of continual
hysteria and suspicion
Copy !req
1377. that would create a frozen world,
paralysed by the distrust
Copy !req
1378. of everyone and everything.
Copy !req
1379. By now, the social media
corporations had realised
Copy !req
1380. that intense emotions were the key
to increased profits...
Copy !req
1381. .. and what were called
viral content factories
Copy !req
1382. were growing rapidly online.
Copy !req
1383. Their aim was to spread memes
and other material
Copy !req
1384. that would create what they called
high-arousal emotions,
Copy !req
1385. or activating emotions,
Copy !req
1386. such as lust and nostalgia
and envy,
Copy !req
1387. or, best of all, outrage...
Copy !req
1388. .. because these were feelings that
got people to pay attention longer
Copy !req
1389. and react more intensely,
Copy !req
1390. which then translated into
many more clicks and shares.
Copy !req
1391. Then in 2014, a group of
psychologists working with Facebook
Copy !req
1392. announced that they had found
a way to put hidden messages
Copy !req
1393. into people's newsfeeds
Copy !req
1394. that would then create
specific moods and feelings
Copy !req
1395. without the individuals
being aware of it.
Copy !req
1396. It was the moment when the
psychologists' theories of priming,
Copy !req
1397. or nudging, fused with the power
of the new technology,
Copy !req
1398. and it seemed to show
that manipulation could work
Copy !req
1399. on an industrial scale.
Copy !req
1400. But when it was revealed, it also
had another unintended effect.
Copy !req
1401. It began to sew a dark suspicion
into people's minds...
Copy !req
1402. .. because they no longer knew
whether what they were feeling
Copy !req
1403. or thinking was their own
Copy !req
1404. or really coming from
outside sources.
Copy !req
1405. But for the machines,
that was no problem,
Copy !req
1406. because suspicion was also another
perfect high-arousal emotion
Copy !req
1407. that they could feed off.
Copy !req
1408. And suspicion was about to spread
uncontrollably across the internet,
Copy !req
1409. because into this mix
came two terrible shocks.
Copy !req
1410. The first was Brexit,
Copy !req
1411. the other was the election
of Donald Trump.
Copy !req
1412. The shock of both of these
was enormous.
Copy !req
1413. Especially for the liberal classes,
Copy !req
1414. who'd always seen themselves
as protecting the working class.
Copy !req
1415. They protested, but the shock
was so intense
Copy !req
1416. that many people found it difficult
to process what had happened.
Copy !req
1417. They couldn't imagine why the people
had not only turned against them
Copy !req
1418. and their benign care,
Copy !req
1419. but also seemed to have voted
against their own best interests,
Copy !req
1420. and to explain it,
they latched on to the idea
Copy !req
1421. of hidden manipulation.
Copy !req
1422. That thousands of voters
in America and in Britain
Copy !req
1423. had been manipulated online
without them realising it.
Copy !req
1424. But then things became
more complicated...
Copy !req
1425. .. because evidence had started to
come out from the world of science
Copy !req
1426. that questioned the whole idea
that people could be manipulated
Copy !req
1427. in such a way.
Copy !req
1428. Psychology researchers
had tried to repeat a number
Copy !req
1429. of the most important experiments
Copy !req
1430. that were the foundations
of modern behavioural psychology.
Copy !req
1431. They were astonished to find
that again and again,
Copy !req
1432. when they repeated the experiments,
Copy !req
1433. they failed to get
the original results.
Copy !req
1434. It seemed that much of the evidence
for priming just wasn't there.
Copy !req
1435. It got so bad that one of the most
famous psychologists in the world,
Copy !req
1436. who had promoted the idea
of priming, Daniel Kahneman,
Copy !req
1437. wrote an open email
to the science of psychology.
Copy !req
1438. "I see a train wreck looming",
he said.
Copy !req
1439. "We have become the poster child
for doubts
Copy !req
1440. "about the integrity
of psychological research."
Copy !req
1441. Kahneman was frightened because
it was undermining the idea
Copy !req
1442. that he had helped create -
Copy !req
1443. that in the human brain were systems
Copy !req
1444. that the conscious self
was unaware of
Copy !req
1445. but which you, the psychologist,
could trigger unconsciously.
Copy !req
1446. But it also had wider implications
Copy !req
1447. because it meant that companies
like Cambridge Analytica,
Copy !req
1448. who claimed that they could alter
the way people behaved by priming,
Copy !req
1449. might just be exploiting
the hysteria and the suspicion.
Copy !req
1450. The truth was that you might be
able to keep millions of people
Copy !req
1451. in a state of constant
anxiety online
Copy !req
1452. by bombarding them with memes...
Copy !req
1453. .. but you couldn't
alter underneath -
Copy !req
1454. what they thought
and what they believed.
Copy !req
1455. People might be far stronger
than the scientists believed.
Copy !req
1456. But it was too late,
Copy !req
1457. because once you believe
you are being manipulated,
Copy !req
1458. there is no way back.
Copy !req
1459. Even being told you are
not being manipulated
Copy !req
1460. might be manipulation.
Copy !req
1461. The liberal opposition became lost
in an endless conspiracy theory,
Copy !req
1462. constantly searching
for hidden clues,
Copy !req
1463. links and fragments of
evidence to prove that, really,
Copy !req
1464. Vladimir Putin and firms
like Cambridge Analytica
Copy !req
1465. had orchestrated Brexit and
the election of Donald Trump.
Copy !req
1466. It was a mood of hysteria
that ran out of control.
Copy !req
1467. .. whether the president of the
United States was a Russian agent.
Copy !req
1468. Let me say that again -
whether the US president
Copy !req
1469. might have been
working for the Russians.
Copy !req
1470. The wall's closing in.
Copy !req
1471. As it appears the
walls are closing in
Copy !req
1472. in terms of the
Mueller investigation.
Copy !req
1473. The walls are closing in.
Copy !req
1474. The walls are closing in.
Copy !req
1475. I do feel that he feels
the walls closing in on him.
Copy !req
1476. Legal walls are closing
in on Donald Trump tonight.
Copy !req
1477. From a Democratic perspective,
Copy !req
1478. this is the president feels
like the walls are closing in.
Copy !req
1479. As he feels the walls
are closing in...
Copy !req
1480. I think he's feeling
the Russia investigation.
Copy !req
1481. I think he's feeling the walls
closing in on him.
Copy !req
1482. But what had really
been manufactured
Copy !req
1483. by the hysteria and the suspicion
Copy !req
1484. was a constant source of
those high-arousal emotions
Copy !req
1485. that the machines needed.
Copy !req
1486. They didn't care about the meaning
Copy !req
1487. of what people thought
or felt about Donald Trump.
Copy !req
1488. They just fed off
the waves of paranoia,
Copy !req
1489. making the technology companies
ever more profitable and powerful.
Copy !req
1490. But many of those old institutions,
who had been sidelined,
Copy !req
1491. also found that by
promoting the suspicions,
Copy !req
1492. they could regain their power.
Copy !req
1493. Trump is about to call me.
Copy !req
1494. You can't trust what they tell us.
Copy !req
1495. Major newspapers in
America and in Britain
Copy !req
1496. that might have gone bankrupt
without Donald Trump
Copy !req
1497. were rescued by the continual waves
Copy !req
1498. of conspiracy theories
they revealed...
Copy !req
1499. .. while the intelligence agencies,
Copy !req
1500. who only a few years
before had been hated
Copy !req
1501. because they had invented
the weapons of mass destruction,
Copy !req
1502. now became heroic truth tellers,
Copy !req
1503. revealing ever more
hidden conspiracies.
Copy !req
1504. And Vladimir Putin,
whose power, in reality,
Copy !req
1505. was becoming increasingly
fragile at home in Russia,
Copy !req
1506. became, in the eyes of the West,
a dark, malevolent force,
Copy !req
1507. which made him seem far stronger
than he really was.
Copy !req
1508. HE BLOWS RASPBERRY
Copy !req
1509. But for Donald Trump,
Copy !req
1510. the paranoia allowed
him to hide the fact
Copy !req
1511. that he was doing nothing to get rid
of the corruption in America,
Copy !req
1512. as he had promised.
Copy !req
1513. His supporters, though,
had their own conspiracy theory -
Copy !req
1514. QAnon - that explained why
nothing was happening.
Copy !req
1515. Trump was being stopped by a secret
cabal of paedophiles in Washington.
Copy !req
1516. And for the liberal opposition,
it was a way of avoiding facing up
Copy !req
1517. to the genuine grievances
and the very real anger in America
Copy !req
1518. that Trump's election had revealed,
Copy !req
1519. that he might be the product of
a country where large areas
Copy !req
1520. had fallen into both desolation
and despair -
Copy !req
1521. towns where all the factories
had closed,
Copy !req
1522. millions had become addicted
to opioids,
Copy !req
1523. and yet no-one in power
had come to rescue them.
Copy !req
1524. But the liberals couldn't face this
because they, too, had no idea
Copy !req
1525. of how to solve those problems.
Copy !req
1526. And outside, in the real world,
nothing actually changed.
Copy !req
1527. The structure of power,
the inequalities and the decay
Copy !req
1528. all carried on unchecked...
Copy !req
1529. .. while all kinds of groups
who wanted to cling on to power
Copy !req
1530. protected themselves
behind this brittle shell
Copy !req
1531. of conspiracy theories built out
of disconnected fragments.
Copy !req
1532. But it was a very fragile structure.
Copy !req
1533. And at this point,
Google's engineers demonstrated
Copy !req
1534. how easily reality in this
fragmented world
Copy !req
1535. could become strange
and frightening.
Copy !req
1536. They created an AI programme
to learn how to see dogs.
Copy !req
1537. They then showed how, if they ran
the algorithm backwards,
Copy !req
1538. the machines would alter the images
of reality they were being fed,
Copy !req
1539. so they would see dogs everywhere.
Copy !req
1540. It was a world where
anything could be anything
Copy !req
1541. because there was no real meaning
any longer.
Copy !req
1542. Song For Zula
by Phosphorescent
Copy !req
1543. And then into this fragile structure
came a catastrophe - Covid.
Copy !req
1544. Unlike the other catastrophes
of the past 20 years,
Copy !req
1545. like 9/11 and the economic crash
of 2008,
Copy !req
1546. the virus was a force that came from
completely outside
Copy !req
1547. the systems of power.
Copy !req
1548. But it has come at a moment
when many of the old certainties
Copy !req
1549. of this age are already cracking.
Copy !req
1550. LOUD BANGS
Copy !req
1551. But the virus did more than just
accelerate the chaos.
Copy !req
1552. It has dramatically brought
into focus just how deep
Copy !req
1553. the inequalities in modern
Western societies have gone.
Copy !req
1554. The millions of low-paid workers
who have to keep working
Copy !req
1555. to prevent the societies from
collapsing are at much higher risk,
Copy !req
1556. and those living in deprived areas
Copy !req
1557. are suffering much higher rates
of illness and of death.
Copy !req
1558. Those who benefit from
the system of power, it seems,
Copy !req
1559. are much safer than those
who do not,
Copy !req
1560. and are also getting much richer
Copy !req
1561. as the markets keep rising
in the pandemic.
Copy !req
1562. In the past, the shock of
catastrophes has often led
Copy !req
1563. to a radical reorganisation
of societies.
Copy !req
1564. And it may be that, even in the grim
uncertainty of these days,
Copy !req
1565. that that same impulse to imagine
other kinds of future will emerge.
Copy !req
1566. One possible future is that
individualism will disappear,
Copy !req
1567. and with it the very idea
of individual freedom.
Copy !req
1568. As has already begun in China,
Copy !req
1569. data will be gathered and used
on a massive scale
Copy !req
1570. to predict and manage
all human behaviour,
Copy !req
1571. in the way that the psychologist
BF Skinner predicted.
Copy !req
1572. He said that individualism would be
just a brief moment in history
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1573. before science would find a way
to manage and control everyone.
Copy !req
1574. "You would," said Skinner,
"create a world
Copy !req
1575. "that is beyond freedom
and dignity."
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1576. Skinner believes that
the experimental analysis
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1577. of behaviour suggests that
man's environment performs
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1578. many of the functions once
attributed to his inner feelings.
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1579. A man feels free if he believes
he is free,
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1580. and he will believe he is free
if he is conditioned
Copy !req
1581. by positive reinforcement
to think so.
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1582. His only hope is that
he will come under the control
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1583. of a natural and social environment
which will enable him
Copy !req
1584. to pursue happiness successfully.
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1585. Another possibility is that
the future will be like the past.
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1586. Many people are hoping that with the
election of Joe Biden in America,
Copy !req
1587. it will be possible to return
to an old stability...
Copy !req
1588. .. where individualism can continue
to be managed by a benign elite.
Copy !req
1589. But although Donald Trump is gone
and the Brexit deal done,
Copy !req
1590. what they both revealed was that
underneath Western societies,
Copy !req
1591. there are enormous pressures
building up that will not go away...
Copy !req
1592. .. while protests have broken out
again in Russia.
Copy !req
1593. After the arrest of Alexei Navalny,
Copy !req
1594. tens of thousands came out
onto the streets,
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1595. demanding an end to the corrupt
regime led by Vladimir Putin.
Copy !req
1596. The reality is that
all these societies -
Copy !req
1597. not just America and Britain,
but China and Russia, too -
Copy !req
1598. are exhausted,
empty of any new ideas.
Copy !req
1599. All of them have corruption
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1600. that has burrowed deep
into their institutions,
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1601. corruption that the politicians
seem powerless to stop...
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1602. .. while China, which many believe
is a model for the future,
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1603. is underneath a society
not only riddled with corruption,
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1604. but its growth is declining far more
than the official figures reveal,
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1605. while its population
is rapidly ageing.
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1606. Far from being
an alternative future,
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1607. China may well be yet another
old, decaying society
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1608. that relies on a powerful
surveillance system
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1609. to maintain its power,
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1610. because it too has no other vision
of the future.
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1611. The third possibility is to try
to imagine genuinely new kinds
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1612. of futures, ones that have never
existed before.
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1613. But to do that, we as individuals
will have to regain the confidence
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1614. that we have lost in this frightened
and uncertain time.
Copy !req
1615. But already, the psychological
theories that tell us
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1616. we are weak and manipulable
are cracking...
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1617. .. and more and more people
are beginning to realise
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1618. that the fragmented emotions
of anxiety and suspicion
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1619. that they feel inside them may
really be just the raw material
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1620. for the technology corporations
to feed off.
Copy !req
1621. It may be that we are really
far stronger than we think.
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1622. The one thing that is certain
is that the world of the future
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1623. will be different, and that
the people in that future
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1624. will feel and think differently too.
Copy !req
1625. If we can regain our confidence,
we will find that we have the power
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1626. to influence how that future
turns out.
Copy !req
1627. And as a first step,
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1628. we have to start imagining what kind
of future it is we want to build.
Copy !req
1629. The anthropologist and activist
David Graeber, who died last year,
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1630. described the forgotten idea
that is waiting to be rediscovered
Copy !req
1631. and how thrilling it could be.
Copy !req
1632. "The ultimate hidden truth
of the world," he wrote...
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1633. 'Til I Gain Control Again
by This Mortal Coil
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1634. Natural's Not In It
by Gang of Four
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