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These are the user uploaded subtitles that are being translated: 1 00:00:01,150 --> 00:00:05,181 Luck may be the most mysterious and capricious force 2 00:00:05,229 --> 00:00:08,228 in the universe. 3 00:00:08,229 --> 00:00:10,229 But what exactly is luck? 4 00:00:11,229 --> 00:00:14,228 Why do some of us win the lottery twice, 5 00:00:14,229 --> 00:00:18,228 while others have bad luck for no apparent reason? 6 00:00:18,229 --> 00:00:21,228 What's behind strange coincidences 7 00:00:21,229 --> 00:00:24,228 and incredible twists of fate? 8 00:00:24,229 --> 00:00:27,228 Does random chance decide our destiny? 9 00:00:27,229 --> 00:00:32,228 Or is every roll of the dice predetermined by physics? 10 00:00:32,229 --> 00:00:35,228 Scientists are trying to beat the odds... 11 00:00:35,229 --> 00:00:40,229 to prove whether or not luck is real. 12 00:00:44,229 --> 00:00:48,230 Space, time, life itself. 13 00:00:51,229 --> 00:00:55,375 The secrets of the cosmos lie through the wormhole. 14 00:00:55,376 --> 00:01:06,524 Subtitles by MemoryOnSmells http://UKsubtitles.ru. 15 00:01:08,837 --> 00:01:11,837 How did you get to where you are today? 16 00:01:12,011 --> 00:01:15,010 Maybe you struggled and worked hard. 17 00:01:15,011 --> 00:01:17,010 Or maybe you inherited a fortune 18 00:01:17,011 --> 00:01:20,010 and never worked a day in your life. 19 00:01:20,011 --> 00:01:24,010 Some things are beyond our control. 20 00:01:24,011 --> 00:01:28,010 Does the universe have a plan for us? 21 00:01:28,011 --> 00:01:32,010 Or is our fate the product of random chance? 22 00:01:32,011 --> 00:01:35,011 Do we make our own luck? 23 00:01:37,011 --> 00:01:39,011 Or does luck make us? 24 00:01:43,011 --> 00:01:45,010 When I was growing up, 25 00:01:45,011 --> 00:01:48,010 kids would carry a lucky rabbit's foot. 26 00:01:48,011 --> 00:01:50,010 For some reason, we believed 27 00:01:50,011 --> 00:01:55,011 these severed paws granted their bearers good fortune. 28 00:01:56,011 --> 00:01:58,010 Did they work? 29 00:01:58,011 --> 00:02:01,010 Well, maybe. 30 00:02:01,011 --> 00:02:06,010 I lost that rabbit's foot long ago 31 00:02:06,011 --> 00:02:09,010 and my belief in lucky charms. 32 00:02:09,011 --> 00:02:14,011 But perhaps my younger self was onto something. 33 00:02:17,011 --> 00:02:19,010 Go to a casino, and you'll see 34 00:02:19,011 --> 00:02:22,010 any number of superstitious rituals 35 00:02:22,011 --> 00:02:25,010 performed by players hoping for good luck. 36 00:02:25,011 --> 00:02:28,010 Everyone has a strategy. 37 00:02:28,011 --> 00:02:32,010 First, I do a der voghormia, which is an Armenian prayer, 38 00:02:32,011 --> 00:02:34,011 and then I play my son's birth numbers. 39 00:02:35,011 --> 00:02:38,010 The chips all have to face up the same way. 40 00:02:38,011 --> 00:02:41,010 Rituals of good luck develop 41 00:02:41,011 --> 00:02:43,010 because we believe 42 00:02:43,011 --> 00:02:47,011 that something we do can influence chance. 43 00:02:53,011 --> 00:02:55,010 Sally linkenauger, 44 00:02:55,011 --> 00:02:59,010 a lecturer in psychology at Lancaster University, 45 00:02:59,011 --> 00:03:01,010 suspects believing you're lucky 46 00:03:01,011 --> 00:03:05,011 actually changes the way you play. 47 00:03:06,011 --> 00:03:09,010 She's conducting a series of experiments 48 00:03:09,011 --> 00:03:12,010 to test her hypothesis. 49 00:03:12,011 --> 00:03:14,010 So, what we did is we recruited people 50 00:03:14,011 --> 00:03:16,010 who played golf on a regular basis, 51 00:03:16,011 --> 00:03:19,010 and we told half of them they were using a putter 52 00:03:19,011 --> 00:03:21,010 that had belonged to a famous golfer. 53 00:03:21,011 --> 00:03:25,010 So, this is actually Ben Curtis' putter. 54 00:03:25,011 --> 00:03:28,010 He's a professional golfer who won the British open in 2003. 55 00:03:28,011 --> 00:03:30,010 So, I'm gonna have you take 10 putts 56 00:03:30,011 --> 00:03:32,011 and we'll see how you do. 57 00:03:36,011 --> 00:03:39,010 The other golfers hear a different story. 58 00:03:39,011 --> 00:03:41,010 All right, so, this is a really nice putter. 59 00:03:41,011 --> 00:03:44,010 I'd like you to use it to take about 10 putts, 60 00:03:44,011 --> 00:03:46,011 and we'll see how you do. 61 00:03:47,011 --> 00:03:50,010 As you'd expect with any random group, 62 00:03:50,011 --> 00:03:53,010 some do better than others. 63 00:03:53,011 --> 00:03:56,010 But after dozens of trials, a pattern emerges. 64 00:03:56,011 --> 00:04:00,010 So, once they started putting, the individuals that thought 65 00:04:00,011 --> 00:04:02,010 they were using Ben Curtis' putter 66 00:04:02,011 --> 00:04:05,010 made about a putt and a half more out of 10 putts 67 00:04:05,011 --> 00:04:08,011 than the group that thought they were just using a nice putter. 68 00:04:10,011 --> 00:04:14,010 The golf club isn't lucky. 69 00:04:14,011 --> 00:04:17,010 What's real is the player's belief 70 00:04:17,011 --> 00:04:19,010 in whether or not the club is lucky. 71 00:04:19,011 --> 00:04:22,010 Sally suspects this kind of superstition 72 00:04:22,011 --> 00:04:26,010 helps people cope with chaotic or stressful situations. 73 00:04:26,011 --> 00:04:30,010 There's kind of a sweet spot in terms of the amount of pressure 74 00:04:30,011 --> 00:04:32,010 that you need in order to perform a task most efficiently. 75 00:04:32,011 --> 00:04:34,010 If you have a small amount of pressure, 76 00:04:34,011 --> 00:04:37,010 it just means you really don't care, so you don't perform well. 77 00:04:37,011 --> 00:04:39,010 Too much pressure, you freeze up. 78 00:04:39,011 --> 00:04:42,010 So you want to have the perfect, kind of a sweet-spot amount of pressure, 79 00:04:42,011 --> 00:04:44,010 and when you're performing a task 80 00:04:44,011 --> 00:04:46,010 and people are watching you, 81 00:04:46,011 --> 00:04:49,010 people put a lot of pressure on themselves to play well. 82 00:04:49,011 --> 00:04:51,010 But that pressure is less debilitating 83 00:04:51,011 --> 00:04:55,010 when a player is holding a lucky putter. 84 00:04:55,011 --> 00:04:57,010 We think that when they're putting, 85 00:04:57,011 --> 00:05:00,010 they're offloading some of this pressure that they feel. 86 00:05:00,011 --> 00:05:02,010 This putter is gonna do some of the work for them. 87 00:05:02,011 --> 00:05:04,010 It's not all on them. 88 00:05:04,011 --> 00:05:08,010 And that release in pressure kind of allows them to perform a bit better. 89 00:05:08,011 --> 00:05:11,010 Sally suspects a belief in luck 90 00:05:11,011 --> 00:05:14,010 does more than just boost confidence... 91 00:05:14,011 --> 00:05:17,011 It changes perception. 92 00:05:18,011 --> 00:05:22,010 In her lab, Sally asks the golfers 93 00:05:22,011 --> 00:05:25,010 to draw the size of the hole. 94 00:05:25,011 --> 00:05:28,010 So, this is the actual size of the golf hole. 95 00:05:28,011 --> 00:05:29,010 All the golfers think 96 00:05:29,011 --> 00:05:32,010 that the hole looks smaller than it actually is. 97 00:05:32,011 --> 00:05:35,010 However, individuals who were using Ben Curtis' putter 98 00:05:35,011 --> 00:05:37,010 thought the golf hole looked larger. 99 00:05:37,011 --> 00:05:41,010 On average, the golfers with an ordinary club 100 00:05:41,011 --> 00:05:44,010 see the hole as being 11% smaller 101 00:05:44,011 --> 00:05:46,010 and harder to hit 102 00:05:46,011 --> 00:05:49,011 than the golfers with the so-called "lucky" putter. 103 00:05:54,011 --> 00:05:58,010 Is luck all in the mind? 104 00:05:58,011 --> 00:06:01,010 Confidence is a big part of succeeding, I think, 105 00:06:01,011 --> 00:06:03,010 in anything that you do, 106 00:06:03,011 --> 00:06:05,010 and it is possible that using this club 107 00:06:05,011 --> 00:06:07,010 made people more confident in their playing. 108 00:06:07,011 --> 00:06:10,010 I wouldn't necessarily call that luck. 109 00:06:10,011 --> 00:06:11,010 I would call it 110 00:06:11,011 --> 00:06:13,010 handling our emotions and handling our anxiety 111 00:06:13,011 --> 00:06:17,010 and the pressure that we feel when we are performing these actions 112 00:06:17,011 --> 00:06:20,011 in a way that's manageable for us. 113 00:06:27,011 --> 00:06:30,010 But one man thinks believing you are lucky 114 00:06:30,011 --> 00:06:33,011 will only get you so far. 115 00:06:34,011 --> 00:06:38,010 A professor of law at Northwestern university 116 00:06:38,011 --> 00:06:41,010 and a master statistician, 117 00:06:41,011 --> 00:06:46,010 Jay koehler sees everything as variations on the mean. 118 00:06:46,011 --> 00:06:49,010 The "mean" is another word for the "average." 119 00:06:49,011 --> 00:06:55,010 A star athlete has good days and bad, but it evens out. 120 00:06:55,011 --> 00:06:59,010 For example, a basketball player might be a 33% 3-point shooter. 121 00:06:59,011 --> 00:07:03,010 If he's very good, he might be a 45% 3-point shooter, 122 00:07:03,011 --> 00:07:08,010 but any given day, the player might be shooting more like 50% 123 00:07:08,011 --> 00:07:10,010 or might be more like 35%. 124 00:07:10,011 --> 00:07:12,010 Nothing unusual is going on. 125 00:07:12,011 --> 00:07:14,011 The player is just bouncing around his mean. 126 00:07:16,011 --> 00:07:18,010 But what's happening 127 00:07:18,011 --> 00:07:20,010 when a player appears to have a hot hand... 128 00:07:20,011 --> 00:07:24,010 A spectacularly good run of play? 129 00:07:24,011 --> 00:07:28,010 Is something supernatural going on? 130 00:07:28,011 --> 00:07:30,010 The hot hand is a phenomenon 131 00:07:30,011 --> 00:07:32,010 which temporarily elevates his level of play 132 00:07:32,011 --> 00:07:35,010 following a string of successes. 133 00:07:35,011 --> 00:07:37,010 You might have a player 134 00:07:37,011 --> 00:07:41,010 who makes seven 3-point shots in a row. 135 00:07:41,011 --> 00:07:44,010 And so an observer, and maybe the player himself, 136 00:07:44,011 --> 00:07:46,010 might say he's "hot." 137 00:07:46,011 --> 00:07:50,010 But the question is, is anything extraordinary really going on? 138 00:07:50,011 --> 00:07:55,010 Is he now a 70% or 80% or even 90% 3-point shooter? 139 00:07:55,011 --> 00:07:57,010 And the answer is no. 140 00:07:57,011 --> 00:07:59,010 Jay ran the numbers 141 00:07:59,011 --> 00:08:02,010 on the NBA's best 3-point shooters, 142 00:08:02,011 --> 00:08:06,010 looking for proof of the hot hand. 143 00:08:06,011 --> 00:08:08,010 What we found was that 144 00:08:08,011 --> 00:08:11,010 the number of streaks that we observe... 145 00:08:11,011 --> 00:08:14,010 three, four, five, six, seven shots in a row... 146 00:08:14,011 --> 00:08:18,010 was pretty much what you'd expect by chance alone, overall. 147 00:08:18,011 --> 00:08:22,011 And we didn't see any evidence of hotness or coldness. 148 00:08:26,011 --> 00:08:27,010 Championship athletes, 149 00:08:27,011 --> 00:08:30,010 like these two Northwestern stars, 150 00:08:30,011 --> 00:08:33,010 play at a much higher level than ordinary people, 151 00:08:33,011 --> 00:08:35,010 and they consistently perform 152 00:08:35,011 --> 00:08:38,010 near the peak of their abilities. 153 00:08:38,011 --> 00:08:40,010 Luck isn't much of a factor. 154 00:08:40,011 --> 00:08:43,010 On average, a 50% shooter 155 00:08:43,011 --> 00:08:46,010 will make about half of his shots. 156 00:08:46,011 --> 00:08:51,011 To Jay, this is proof that hot streaks are illusions. 157 00:08:53,011 --> 00:08:56,010 Other statisticians have run similar studies on other games 158 00:08:56,011 --> 00:09:00,010 and found the same result. 159 00:09:00,011 --> 00:09:05,010 If a player shoots about 50% of his free throws overall, 160 00:09:05,011 --> 00:09:07,010 then for him, sinking a free throw 161 00:09:07,011 --> 00:09:10,011 is like flipping a coin. 162 00:09:11,011 --> 00:09:14,010 To illustrate some of the points we'd like to make, 163 00:09:14,011 --> 00:09:16,010 we're gonna perform a little coin-tossing experiment. 164 00:09:16,011 --> 00:09:19,010 Reggie is flipping the coin 100 times, 165 00:09:19,011 --> 00:09:21,010 and Austin's recording the outcomes. 166 00:09:21,011 --> 00:09:24,010 The flipping seems pretty random, 167 00:09:24,011 --> 00:09:28,010 but then Reggie flips seven "heads" in a row. 168 00:09:28,011 --> 00:09:31,010 What are the odds of that? 169 00:09:31,011 --> 00:09:33,010 Seven "heads" in a row sounds incredible, 170 00:09:33,011 --> 00:09:35,010 but remember, the seven "heads" in a row 171 00:09:35,011 --> 00:09:40,010 occurred in a larger context... the context of 100 coin flips. 172 00:09:40,011 --> 00:09:44,010 The more you flip, the better the odds of a hot streak. 173 00:09:44,011 --> 00:09:47,010 If we only flip the coin 10 times, 174 00:09:47,011 --> 00:09:49,010 the chance of getting seven "heads" in a row 175 00:09:49,011 --> 00:09:51,010 would be somewhere around 2%. 176 00:09:51,011 --> 00:09:53,010 But we flipped the coin 100 times, 177 00:09:53,011 --> 00:09:54,010 and the chance of getting seven "heads" in a row 178 00:09:54,011 --> 00:10:00,011 out of 100 flips is somewhere between 31% and 32%. 179 00:10:01,012 --> 00:10:05,010 It sounds completely counterintuitive, 180 00:10:05,011 --> 00:10:08,010 but lucky streaks are not lucky. 181 00:10:08,011 --> 00:10:10,010 They are statistically likely. 182 00:10:10,011 --> 00:10:14,010 We notice patterns that seem unusual... 183 00:10:14,011 --> 00:10:18,010 for instance, a star player making four shots in a row. 184 00:10:18,011 --> 00:10:20,010 But we fail to notice 185 00:10:20,011 --> 00:10:23,010 he misses the 5th shot, makes the 6th, 186 00:10:23,011 --> 00:10:27,010 misses the 7th, makes the 8th and 9th. 187 00:10:27,011 --> 00:10:30,010 These likely streaks can be seen 188 00:10:30,011 --> 00:10:33,010 in every performance-based field, 189 00:10:33,011 --> 00:10:36,010 from sports to sales to stock trading. 190 00:10:36,011 --> 00:10:41,010 If last year was great, next year may stink. 191 00:10:41,011 --> 00:10:43,011 What appears to be a lucky streak 192 00:10:43,012 --> 00:10:48,010 is only a failure to take a big enough sample. 193 00:10:48,011 --> 00:10:51,010 And this, Jay says, is why 194 00:10:51,011 --> 00:10:55,010 you shouldn't feel too pleased with your successes 195 00:10:55,011 --> 00:10:59,011 or terrible about your failures. 196 00:11:00,011 --> 00:11:03,010 So, even when something is likely to occur, 197 00:11:03,011 --> 00:11:07,011 chance may intervene and may cause the opposite to occur. 198 00:11:09,011 --> 00:11:14,010 What's important, Jay thinks, is to keep trying. 199 00:11:14,011 --> 00:11:19,010 One factor that is under our control is how many attempts we make... 200 00:11:19,011 --> 00:11:22,010 How many times we try to do something... 201 00:11:22,011 --> 00:11:26,010 How many times we take a shot, how many times we ask the girl out. 202 00:11:26,011 --> 00:11:29,010 We have to be willing to risk failure in order to succeed. 203 00:11:29,011 --> 00:11:33,010 But sometimes, no matter what we do, 204 00:11:33,011 --> 00:11:36,010 the universe seems to have other plans. 205 00:11:36,011 --> 00:11:39,010 How do we explain the unexplainable... 206 00:11:39,011 --> 00:11:44,010 The astonishing coincidences and incredible bits of luck? 207 00:11:44,011 --> 00:11:47,011 Is some hidden force guiding our lives? 208 00:11:50,828 --> 00:11:53,828 Greek mythology tells of the three fates... 209 00:11:53,945 --> 00:11:56,944 one goddess spins the thread of life, 210 00:11:56,945 --> 00:11:58,944 another measures it, 211 00:11:58,945 --> 00:12:01,944 and the third cuts it short. 212 00:12:01,945 --> 00:12:03,944 Maybe that's as good a way as any 213 00:12:03,945 --> 00:12:07,944 to explain the twists of fate and random coincidence 214 00:12:07,945 --> 00:12:10,944 that rule our lives. 215 00:12:10,945 --> 00:12:12,944 We have to seek meaning 216 00:12:12,945 --> 00:12:17,945 or else live by the doctrine "hey, stuff happens." 217 00:12:20,945 --> 00:12:22,944 On a summer day in 2001, 218 00:12:22,945 --> 00:12:25,944 10-year-old Laura buxton 219 00:12:25,945 --> 00:12:28,944 wrote her name and address on a balloon 220 00:12:28,945 --> 00:12:31,944 and let it go in her front garden. 221 00:12:31,945 --> 00:12:36,944 The balloon blew 140 miles across England before it landed. 222 00:12:36,945 --> 00:12:39,944 A farmer found it and was surprised to read on it 223 00:12:39,945 --> 00:12:43,944 the name of his next-door neighbor... 224 00:12:43,945 --> 00:12:47,944 Another girl named Laura buxton. 225 00:12:47,945 --> 00:12:51,945 A lucky coincidence? Or was it meant to be? 226 00:12:53,945 --> 00:12:56,944 Professor Tom griffiths is the director 227 00:12:56,945 --> 00:13:01,944 of the computational cognitive science lab at U.C. Berkeley. 228 00:13:01,945 --> 00:13:04,944 To Tom, the Laura buxton story 229 00:13:04,945 --> 00:13:06,944 illustrates the natural strengths and weaknesses 230 00:13:06,945 --> 00:13:09,944 of human reason. 231 00:13:09,945 --> 00:13:11,944 If you ask somebody, "how likely is it that something happens?" 232 00:13:11,945 --> 00:13:13,944 That's something that they're not very good at answering. 233 00:13:13,945 --> 00:13:16,944 People are better at solving problems 234 00:13:16,945 --> 00:13:19,944 where you've got some data and you have to make a leap that goes beyond those data, 235 00:13:19,945 --> 00:13:22,944 and you have to figure it out based on the information that you've got. 236 00:13:22,945 --> 00:13:25,944 Humans are good 237 00:13:25,945 --> 00:13:27,944 at hearing a few details about an event 238 00:13:27,945 --> 00:13:30,944 and building a story around them. 239 00:13:30,945 --> 00:13:34,944 We are less adept at guessing probabilities... 240 00:13:34,945 --> 00:13:38,944 the odds of how likely it is an event will occur. 241 00:13:38,945 --> 00:13:40,944 For example, what are the odds 242 00:13:40,945 --> 00:13:44,944 of two people having the same birthday? 243 00:13:44,945 --> 00:13:48,944 There are 365 possible birthdays. 244 00:13:48,945 --> 00:13:52,944 Half of 365 is about 183. 245 00:13:52,945 --> 00:13:56,944 So you might think you need 183 people in a room 246 00:13:56,945 --> 00:13:58,944 before you have a 50/50 chance 247 00:13:58,945 --> 00:14:02,944 that two will have the same birthday. 248 00:14:02,945 --> 00:14:06,944 In fact, you need just 23. 249 00:14:06,945 --> 00:14:08,944 It's a matter of pairs. 250 00:14:08,945 --> 00:14:12,944 With 5 people, you get 10 possible pairs. 251 00:14:12,945 --> 00:14:16,944 With 10, you get 45 pairs. 252 00:14:16,945 --> 00:14:20,944 With 15, you get 105 paris. 253 00:14:20,945 --> 00:14:23,944 By the time you get 23 people in a room, 254 00:14:23,945 --> 00:14:29,944 there are 253 different ways of pairing two people together, 255 00:14:29,945 --> 00:14:31,944 giving you better than even odds 256 00:14:31,945 --> 00:14:35,944 two of them will share the same birthday. 257 00:14:35,945 --> 00:14:36,944 Still confused? 258 00:14:36,945 --> 00:14:39,944 You're not alone. 259 00:14:39,945 --> 00:14:41,944 There's some psychological research on the birthday problem 260 00:14:41,945 --> 00:14:43,944 that suggests that for these kinds of problems, 261 00:14:43,945 --> 00:14:46,944 people don't recognize the combinatorial structure... 262 00:14:46,945 --> 00:14:49,944 This idea that the number of pairs increases in a way that's nonlinear. 263 00:14:49,945 --> 00:14:51,944 So people seem to intuitively expect 264 00:14:51,945 --> 00:14:53,944 that that relationship increases linearly, 265 00:14:53,945 --> 00:14:55,944 that the number of pairs 266 00:14:55,945 --> 00:14:57,944 goes as something like the number of people. 267 00:14:57,945 --> 00:14:59,944 And so, as a consequence, we're surprised, 268 00:14:59,945 --> 00:15:00,944 because there are many more opportunities 269 00:15:00,945 --> 00:15:03,944 for something to happen than we realize. 270 00:15:03,945 --> 00:15:07,944 Humans see meaningful connections everywhere, 271 00:15:07,945 --> 00:15:10,944 but we are the ones who give them meaning. 272 00:15:10,945 --> 00:15:15,944 Given the fact that there are 7 billion people on earth, 273 00:15:15,945 --> 00:15:17,944 it is inevitable many people 274 00:15:17,945 --> 00:15:22,944 will experience weird and uncanny coincidences every day. 275 00:15:22,945 --> 00:15:25,944 With a large enough sample size, 276 00:15:25,945 --> 00:15:29,944 just about any possible coincidence will happen. 277 00:15:29,945 --> 00:15:30,944 One definition of a coincidence 278 00:15:30,945 --> 00:15:33,944 is a thing that happens with a one-in-a-million probability. 279 00:15:33,945 --> 00:15:36,944 So, if you say an event can happen every second, 280 00:15:36,945 --> 00:15:39,944 we're awake for about eight hours a day, it suggests that you probably 281 00:15:39,945 --> 00:15:42,944 get about one coincidence every month. 282 00:15:42,945 --> 00:15:43,944 By that definition, 283 00:15:43,945 --> 00:15:46,944 the fact that Laura buxton's balloon 284 00:15:46,945 --> 00:15:50,944 found its way across britain to a second Laura buxton 285 00:15:50,945 --> 00:15:52,945 is a coincidence. 286 00:15:54,945 --> 00:15:56,945 But it's not magic. 287 00:16:00,945 --> 00:16:04,944 Our brains look for patterns and coincidences 288 00:16:04,945 --> 00:16:08,944 to form theories about how the world works. 289 00:16:08,945 --> 00:16:11,944 Sometimes, we draw the wrong conclusions. 290 00:16:11,945 --> 00:16:16,944 But other times, seeing patterns in coincidences 291 00:16:16,945 --> 00:16:19,944 opens up whole new ways of thinking. 292 00:16:19,945 --> 00:16:21,944 That sensitivity to patterns 293 00:16:21,945 --> 00:16:23,944 not only sometimes leads us astray 294 00:16:23,945 --> 00:16:26,944 when we're trying to think about the consequences 295 00:16:26,945 --> 00:16:27,944 of, what could explain 296 00:16:27,945 --> 00:16:29,944 how a child could release a balloon in one place 297 00:16:29,945 --> 00:16:32,944 and a child with the same name could catch it in another? 298 00:16:32,945 --> 00:16:35,944 But the kinds of coincidences that we get excited about 299 00:16:35,945 --> 00:16:37,944 are often things that are not just unlikely, 300 00:16:37,945 --> 00:16:39,944 but also suggest that there may be 301 00:16:39,945 --> 00:16:41,944 some other kind of force of synchronicity at work 302 00:16:41,945 --> 00:16:44,944 that's producing those events in the world. 303 00:16:44,945 --> 00:16:45,944 The world is filled 304 00:16:45,945 --> 00:16:49,944 with the unknown and the uncertain. 305 00:16:49,945 --> 00:16:52,944 Our brains are built to try to make sense of it. 306 00:16:52,945 --> 00:16:56,944 Some things make sense. Some don't. 307 00:16:56,945 --> 00:16:59,944 But of all the mysteries we face, 308 00:16:59,945 --> 00:17:02,944 one looms above them all... 309 00:17:02,945 --> 00:17:05,944 When will our luck run out? 310 00:17:05,945 --> 00:17:07,944 This man says we can harness 311 00:17:07,945 --> 00:17:11,944 our growing understanding of luck and probability 312 00:17:11,945 --> 00:17:15,945 and use it to beat back the specter of death. 313 00:17:17,544 --> 00:17:20,543 If we choose to belive in luck, 314 00:17:20,544 --> 00:17:23,543 then we must also accept its dark side. 315 00:17:23,544 --> 00:17:27,543 Any one of us could be seconds away from death. 316 00:17:27,544 --> 00:17:32,543 Most want to postpone that moment as long as possible. 317 00:17:32,544 --> 00:17:35,543 We may try to eat better, exercise, and avoid risk, 318 00:17:35,544 --> 00:17:39,543 but does it make a difference? 319 00:17:39,544 --> 00:17:43,544 Or are we all at the mercy of bad luck? 320 00:17:47,544 --> 00:17:51,543 David spiegelhalter is a professor of mathematics 321 00:17:51,544 --> 00:17:53,543 at the university of Cambridge. 322 00:17:53,544 --> 00:17:56,543 He is a guru of statistics 323 00:17:56,544 --> 00:18:00,543 or, you might say, a prince of probability. 324 00:18:00,544 --> 00:18:02,543 Probability's a really tricky subject. 325 00:18:02,544 --> 00:18:04,543 People find it unintuitive and difficult, 326 00:18:04,544 --> 00:18:07,543 and that's because, I think, it is unintuitive and difficult. 327 00:18:07,544 --> 00:18:10,543 But it's really worth struggling to try to work out 328 00:18:10,544 --> 00:18:12,543 the approximate rough answer 329 00:18:12,544 --> 00:18:15,543 to things that might happen in the future. 330 00:18:15,544 --> 00:18:20,543 David feels modern society overreacts to bad luck. 331 00:18:20,544 --> 00:18:24,543 Unusual events will get a great deal of media coverage, 332 00:18:24,544 --> 00:18:28,543 which can make people believe riding a bicycle will kill you. 333 00:18:28,544 --> 00:18:30,543 I think the problem is 334 00:18:30,544 --> 00:18:33,543 that when we read the newspapers or turn on the television, 335 00:18:33,544 --> 00:18:35,543 we hear about these terrible things to happen to people. 336 00:18:35,544 --> 00:18:38,543 But of course, we don't hear about the times it didn't happen, 337 00:18:38,544 --> 00:18:40,543 all the people it didn't happen to, 338 00:18:40,544 --> 00:18:42,543 'cause that would make a very boring story, you know... 339 00:18:42,544 --> 00:18:45,543 "A million kids went to school today and nobody got hurt"... 340 00:18:45,544 --> 00:18:48,543 So you can't put that on the front page of the newspaper. 341 00:18:48,544 --> 00:18:51,543 Unusual deaths make the news 342 00:18:51,544 --> 00:18:54,543 because our fates seem so unpredictable. 343 00:18:54,544 --> 00:18:59,543 However, by looking at average life spans, 344 00:18:59,544 --> 00:19:01,543 David can make a pretty good guess 345 00:19:01,544 --> 00:19:03,543 about when you're going to die. 346 00:19:03,544 --> 00:19:05,543 When I was born in the early 50's, 347 00:19:05,544 --> 00:19:10,543 I think I could have expected to live maybe into my 70s. 348 00:19:10,544 --> 00:19:15,543 But now, because of the increases in safety, improvements in healthcare, 349 00:19:15,544 --> 00:19:18,543 you know, I can expect to live, on average, till I'm about 82. 350 00:19:18,544 --> 00:19:21,543 As you get older, your life expectancy increases 351 00:19:21,544 --> 00:19:22,543 by about three months every year. 352 00:19:22,544 --> 00:19:24,543 It's quite incredible that every year, 353 00:19:24,544 --> 00:19:27,543 life expectancy goes up, on average, by three months, 354 00:19:27,544 --> 00:19:30,544 and it's been happening like that for decades. 355 00:19:33,544 --> 00:19:37,543 Of course, how I live my life will affect 356 00:19:37,544 --> 00:19:40,543 whether I'm going to go beyond the 82 or not make the 82. 357 00:19:40,544 --> 00:19:41,543 If I smoke, 358 00:19:41,544 --> 00:19:44,543 there's a very good chance I won't make it that long. 359 00:19:44,544 --> 00:19:49,543 Two cigarettes will cost you half an hour of life. 360 00:19:49,544 --> 00:19:53,543 The average smoker goes through 20 a day, 361 00:19:53,544 --> 00:20:02,543 so they lose five hours every day, or 1,825 hours a year. 362 00:20:02,544 --> 00:20:07,543 Of course, you can do things to extend your life. 363 00:20:07,544 --> 00:20:10,543 Each regular run of half an hour 364 00:20:10,544 --> 00:20:13,544 will help you gain half an hour of life, 365 00:20:13,545 --> 00:20:18,543 but you will have spent those half hours running. 366 00:20:18,544 --> 00:20:21,543 Lifestyle will affect how long we live, 367 00:20:21,544 --> 00:20:24,544 but it's worth bearing in mind 368 00:20:24,545 --> 00:20:28,543 that a lot of statistics are taken out of context. 369 00:20:28,544 --> 00:20:31,543 Eating a bacon sandwich every day of your life 370 00:20:31,544 --> 00:20:35,543 is supposed to increase your risk of bowel cancer by 20%. 371 00:20:35,544 --> 00:20:37,543 But around 5 in 100 people 372 00:20:37,544 --> 00:20:39,543 will get bowel cancer, anyway, in their lifetime. 373 00:20:39,544 --> 00:20:41,544 So that means that if all those 100 374 00:20:41,545 --> 00:20:46,543 ate a bacon sandwich every day, that five would go up to six. 375 00:20:46,544 --> 00:20:48,543 So, that's only 1 in 100 extra. 376 00:20:48,544 --> 00:20:50,543 That doesn't seem quite so bad. 377 00:20:50,544 --> 00:20:53,543 So, I think I'm gonna have an occasional bacon sandwich. 378 00:20:53,544 --> 00:20:57,543 Living right improves your odds of survival, 379 00:20:57,544 --> 00:21:03,544 but there is no guarantee you won't die tomorrow. 380 00:21:06,544 --> 00:21:11,543 With every passing year, David's risk of dying grows. 381 00:21:11,544 --> 00:21:13,543 So how should he live his life, 382 00:21:13,544 --> 00:21:17,543 knowing random chance could end it at any moment? 383 00:21:17,544 --> 00:21:19,543 Should he live for today, 384 00:21:19,544 --> 00:21:24,543 or seal himself off from every possible danger? 385 00:21:24,544 --> 00:21:27,543 David grapples with this problem 386 00:21:27,544 --> 00:21:30,543 using a measurement called the micromort... 387 00:21:30,544 --> 00:21:33,543 literally meaning "a small unit of death." 388 00:21:33,544 --> 00:21:35,543 One micromort equals 389 00:21:35,544 --> 00:21:38,543 a one-in-a-million chance of dying. 390 00:21:38,544 --> 00:21:40,263 You know, over my lifetime, 391 00:21:40,264 --> 00:21:43,543 is I've got about a micromort risk of an asteroid killing me. 392 00:21:43,544 --> 00:21:48,543 But it's about my daily quantity of risk, just from all causes... 393 00:21:48,544 --> 00:21:50,543 You know, from falling off a ladder 394 00:21:50,544 --> 00:21:53,543 or getting run over or something like that. 395 00:21:53,544 --> 00:21:55,543 David calculates 396 00:21:55,544 --> 00:21:57,543 the chance of dying if you ride a horse 397 00:21:57,544 --> 00:22:00,543 is half a micromort. 398 00:22:00,544 --> 00:22:03,543 Hang gliding is eight micromorts. 399 00:22:03,544 --> 00:22:07,543 Climbing a mountain above 23,000 feet 400 00:22:07,544 --> 00:22:11,543 is 43,000 micromorts. 401 00:22:11,544 --> 00:22:15,544 So, at what point is it worth the risk? 402 00:22:16,544 --> 00:22:19,543 It may depend on how old you are. 403 00:22:19,544 --> 00:22:23,543 The average 18-year-old has a 500-micromort chance 404 00:22:23,544 --> 00:22:26,543 of dying in the next 12 months, 405 00:22:26,544 --> 00:22:30,543 but David's odds of dying are 14 times higher, 406 00:22:30,544 --> 00:22:34,543 therefore he might as well take more risks. 407 00:22:34,544 --> 00:22:37,543 Whether you take wild chances 408 00:22:37,544 --> 00:22:40,543 or carefully calculate your every move, 409 00:22:40,544 --> 00:22:44,544 you are always at the mercy of bad luck. 410 00:22:46,544 --> 00:22:51,543 Just driving puts you at a 40-micromort risk every year. 411 00:22:51,544 --> 00:22:55,543 We can't predict what's gonna happen, and so in a sense, 412 00:22:55,544 --> 00:22:57,543 we're open to chance, things that we just don't know. 413 00:22:57,544 --> 00:22:59,543 We can't escape it, but we can try to live with it. 414 00:22:59,544 --> 00:23:01,543 In fact, I think we quite enjoy it. 415 00:23:01,544 --> 00:23:02,543 We don't want to know 416 00:23:02,544 --> 00:23:04,543 exactly what's gonna happen in the future. 417 00:23:04,544 --> 00:23:06,544 That would be pretty miserable. 418 00:23:09,544 --> 00:23:11,543 Luck. 419 00:23:11,544 --> 00:23:15,543 It plays a crucial role in the course of our lives. 420 00:23:15,544 --> 00:23:18,543 But it can run deeper than we think. 421 00:23:18,544 --> 00:23:21,543 We may literally be made from it. 422 00:23:21,544 --> 00:23:27,544 Perhaps luck is built into our DNA. 423 00:23:32,364 --> 00:23:34,364 Every living thing 424 00:23:34,401 --> 00:23:37,901 is made of cells that follow genetic programs. 425 00:23:37,925 --> 00:23:39,924 Those programs tell cells 426 00:23:39,925 --> 00:23:43,924 how to make things like trees, arms, legs. 427 00:23:43,925 --> 00:23:46,924 This is the miracle of life. 428 00:23:46,925 --> 00:23:48,924 From tiny bits of DNA 429 00:23:48,925 --> 00:23:53,924 emerges the elegance, order, and beauty of the natural world. 430 00:23:53,925 --> 00:23:59,924 But inside of all living things, there is an element of chaos, 431 00:23:59,925 --> 00:24:03,925 a twist of luck that makes life itself possible. 432 00:24:09,925 --> 00:24:13,924 Michael elowitz is a professor of biology, 433 00:24:13,925 --> 00:24:15,924 bio-engineering, and applied physics 434 00:24:15,925 --> 00:24:18,924 at the California Institute of Technology. 435 00:24:18,925 --> 00:24:20,924 So, our bodies are composed 436 00:24:20,925 --> 00:24:22,924 of trillions of individual, living cells. 437 00:24:22,925 --> 00:24:25,924 Normally, we think of those cells as little machines 438 00:24:25,925 --> 00:24:27,924 that sense what's around them 439 00:24:27,925 --> 00:24:29,924 and respond at the right way at the right time. 440 00:24:29,925 --> 00:24:31,924 But what if cells don't operate like that? 441 00:24:31,925 --> 00:24:33,924 What if they're not like mechanical devices 442 00:24:33,925 --> 00:24:36,924 that always operate in a predictable way. 443 00:24:36,925 --> 00:24:38,286 What if what cells are really doing 444 00:24:38,304 --> 00:24:40,924 is effectively rolling the dice to figure out 445 00:24:40,925 --> 00:24:43,045 how they're gonna respond to any particular situation? 446 00:24:44,925 --> 00:24:47,924 Cells contain genes, 447 00:24:47,925 --> 00:24:51,924 and genes regulate the production of proteins. 448 00:24:51,925 --> 00:24:54,924 Proteins are what make cells function 449 00:24:54,925 --> 00:24:56,924 and behave in different ways. 450 00:24:56,925 --> 00:24:59,924 Only recently has anyone been able to see 451 00:24:59,925 --> 00:25:01,924 how this process works. 452 00:25:01,925 --> 00:25:06,924 For that, we can thank a jellyfish. 453 00:25:06,925 --> 00:25:09,924 Jellyfish contain fluorescent protein genes... 454 00:25:09,925 --> 00:25:11,924 Genes that light up. 455 00:25:11,925 --> 00:25:14,924 Michael and his team have been taking 456 00:25:14,925 --> 00:25:16,924 these fluorescent genes out of jellyfish 457 00:25:16,925 --> 00:25:20,924 and putting them into other cells in the lab. 458 00:25:20,925 --> 00:25:23,924 Now he can watch the genes turn on and off. 459 00:25:23,925 --> 00:25:26,924 What this microscope does is it goes from place to place 460 00:25:26,925 --> 00:25:28,924 and it takes pictures of these cells, 461 00:25:28,925 --> 00:25:30,924 and it takes a picture of the blue protein, the red protein, 462 00:25:30,925 --> 00:25:32,924 and the green protein at each place. 463 00:25:32,925 --> 00:25:35,924 And what we do is we keep taking these images over and over again 464 00:25:35,925 --> 00:25:39,924 as each cell grows and divides, forming little micro-colonies. 465 00:25:39,925 --> 00:25:41,924 We take all these images, at the end, 466 00:25:41,925 --> 00:25:43,924 and we stitch them together into time-lapse movies. 467 00:25:43,925 --> 00:25:44,924 And in those movies, 468 00:25:44,925 --> 00:25:46,924 we can follow when each of these genes 469 00:25:46,925 --> 00:25:48,924 is being turned on and off and on and off, 470 00:25:48,925 --> 00:25:51,924 again and again and again. 471 00:25:51,925 --> 00:25:55,924 The cells Michael creates are clones. 472 00:25:55,925 --> 00:25:57,924 They should all behave 473 00:25:57,925 --> 00:26:01,924 in exactly the same way at the same time. 474 00:26:01,925 --> 00:26:07,924 So, these cells should all change color in unison. 475 00:26:07,925 --> 00:26:08,924 But they don't. 476 00:26:08,925 --> 00:26:10,924 Michael and his team 477 00:26:10,925 --> 00:26:14,924 are conducting hundreds of experiments to find out why. 478 00:26:14,925 --> 00:26:16,924 They are studying the inner workings 479 00:26:16,925 --> 00:26:19,924 of many different types of cells. 480 00:26:19,925 --> 00:26:23,924 We built a strain of E. Coli that had two colors in it. 481 00:26:23,925 --> 00:26:27,924 Both of these colored proteins are expressed in very similar genes... 482 00:26:27,925 --> 00:26:29,924 The cell can't really tell the difference. 483 00:26:29,925 --> 00:26:32,924 If it's gonna turn one on, it ought to turn the other one on, as well. 484 00:26:32,925 --> 00:26:34,924 Here's a picture where you can see 485 00:26:34,925 --> 00:26:36,924 how much of one of those two proteins was expressed, 486 00:26:36,925 --> 00:26:38,924 and here's a picture showing you 487 00:26:38,925 --> 00:26:40,924 how much of the other protein was expressed. 488 00:26:40,925 --> 00:26:42,924 What was really striking is that 489 00:26:42,925 --> 00:26:45,924 if you flip back and forth between these pictures, 490 00:26:45,925 --> 00:26:47,924 you can see that some cells are making 491 00:26:47,925 --> 00:26:49,924 a lot more of one protein than the other. 492 00:26:49,925 --> 00:26:53,924 When the red and green channels are combined, 493 00:26:53,925 --> 00:26:56,924 you get this... randomness. 494 00:26:56,925 --> 00:26:58,924 Even though the green and red genes 495 00:26:58,925 --> 00:27:01,924 are controlled the exact same way, 496 00:27:01,925 --> 00:27:06,925 they express themselves at different times randomly. 497 00:27:08,925 --> 00:27:11,924 Michael discovered the inner workings of cells 498 00:27:11,925 --> 00:27:14,924 are not orderly, precise, and machine-like. 499 00:27:14,925 --> 00:27:18,924 In fact, it's a matter of luck. 500 00:27:18,925 --> 00:27:21,924 These proteins don't trickle out at a constant rate 501 00:27:21,925 --> 00:27:22,924 when the cell turns on a gene. 502 00:27:22,925 --> 00:27:24,925 They come out in big bursts. 503 00:27:25,925 --> 00:27:27,924 You get tons of proteins being produced at once, 504 00:27:27,925 --> 00:27:30,924 and then nothing silence for a long time. 505 00:27:30,925 --> 00:27:31,924 These bursts are random. 506 00:27:31,925 --> 00:27:33,924 They come out at unpredictable times. 507 00:27:33,925 --> 00:27:35,924 Even the cell itself can't control 508 00:27:35,925 --> 00:27:38,924 exactly when proteins are being produced. 509 00:27:38,925 --> 00:27:42,924 This messiness is seen in cells from all sorts of creatures. 510 00:27:42,925 --> 00:27:47,924 It seems to be a fundamental part of how DNA functions. 511 00:27:47,925 --> 00:27:48,924 The color of your eyes 512 00:27:48,925 --> 00:27:51,924 or whether you get a certain deadly disease 513 00:27:51,925 --> 00:27:57,925 may come down to heredity plus randomness. 514 00:27:58,925 --> 00:28:02,924 Michael believes this cellular unpredictability 515 00:28:02,925 --> 00:28:05,924 exists for the most basic of reasons... 516 00:28:05,925 --> 00:28:07,924 Survival. 517 00:28:07,925 --> 00:28:09,924 For cells, these are life-or-death problems. 518 00:28:09,925 --> 00:28:12,924 If they choose to express the wrong set of genes, 519 00:28:12,925 --> 00:28:13,924 they're gonna die. 520 00:28:13,925 --> 00:28:15,924 What's important for them 521 00:28:15,925 --> 00:28:17,924 is to survive at least as a population. 522 00:28:17,925 --> 00:28:18,924 As a population, they can guarantee 523 00:28:18,925 --> 00:28:20,924 that they're gonna survive by having some cells 524 00:28:20,925 --> 00:28:22,924 do one thing and some cells do something else 525 00:28:22,925 --> 00:28:24,924 and hoping that at least part of the population 526 00:28:24,925 --> 00:28:27,924 does the right thing at the right time. 527 00:28:27,925 --> 00:28:30,924 So any strategy which all the cells do the same thing 528 00:28:30,925 --> 00:28:31,924 is very, very risky. 529 00:28:31,925 --> 00:28:33,924 It's a little bit like going to the horse races 530 00:28:33,925 --> 00:28:35,924 and saying you're gonna put all your money on one horse. 531 00:28:35,925 --> 00:28:37,924 It may pay off very well, 532 00:28:37,925 --> 00:28:39,924 but it also could have a very big downside and wipe you out. 533 00:28:39,925 --> 00:28:42,924 So it can be much more advantageous to spread the risk 534 00:28:42,925 --> 00:28:44,205 across many different strategies. 535 00:28:44,925 --> 00:28:48,924 It seems... life is not just following 536 00:28:48,925 --> 00:28:52,924 the logical instructions of its genetic software. 537 00:28:52,925 --> 00:28:56,924 Randomness is built into nature's program. 538 00:28:56,925 --> 00:28:57,924 Luck and chance are not just real. 539 00:28:57,925 --> 00:29:00,924 Life as we know it really wouldn't function without them. 540 00:29:00,925 --> 00:29:04,924 Luck is part of our biology. 541 00:29:04,925 --> 00:29:07,924 But random chance may run even deeper than that. 542 00:29:07,925 --> 00:29:11,924 Genetic molecules are made up of atoms, 543 00:29:11,925 --> 00:29:13,924 and sub-atomic particles 544 00:29:13,925 --> 00:29:17,924 undergo countless interactions ever nanosecond. 545 00:29:17,925 --> 00:29:19,924 The true face of luck 546 00:29:19,925 --> 00:29:23,925 may be hidden deep down in the mysterious quantum world. 547 00:29:26,438 --> 00:29:32,437 The subatomic world is a world of... uncertainty. 548 00:29:32,438 --> 00:29:35,138 Quantum objects, like electrons, 549 00:29:35,208 --> 00:29:38,207 can be in many places at once... 550 00:29:38,208 --> 00:29:40,207 Until we measure them. 551 00:29:40,208 --> 00:29:42,207 Our entire universe 552 00:29:42,208 --> 00:29:45,207 is constructed from quantum particles. 553 00:29:45,208 --> 00:29:48,207 So does reality depend on 554 00:29:48,208 --> 00:29:52,208 something as fickle as when we happen to look at it? 555 00:29:55,208 --> 00:30:00,207 What is you knew how every flip of a coin was going to turn out? 556 00:30:00,208 --> 00:30:03,207 It would remove the element of luck. 557 00:30:03,208 --> 00:30:06,207 You would always be certain of every outcome. 558 00:30:06,208 --> 00:30:09,207 But according to Andreas albrecht, 559 00:30:09,208 --> 00:30:12,207 the chairman of the physics department at uc Davis, 560 00:30:12,208 --> 00:30:16,207 nature will not permit that. 561 00:30:16,208 --> 00:30:19,207 Andreas is one of the founders of inflation theory, 562 00:30:19,208 --> 00:30:23,207 which explains the origin of the universe. 563 00:30:23,208 --> 00:30:25,207 But though he thinks big, 564 00:30:25,208 --> 00:30:28,207 he believes all problems can be reduced 565 00:30:28,208 --> 00:30:32,207 to the tiny size of a quantum particle. 566 00:30:32,208 --> 00:30:34,207 From a physicist's point of view, 567 00:30:34,208 --> 00:30:35,207 luck is very real. 568 00:30:35,208 --> 00:30:37,207 It's real because 569 00:30:37,208 --> 00:30:40,207 underlying everything around us is quantum mechanics. 570 00:30:40,208 --> 00:30:45,207 Randomness is part of how every atom, how every molecule, operates. 571 00:30:45,208 --> 00:30:48,207 You know, I think, "oh, if I just know the position exactly, 572 00:30:48,208 --> 00:30:51,207 "if I just know enough, 573 00:30:51,208 --> 00:30:54,207 then nothing is random and everything can be determined." 574 00:30:54,208 --> 00:30:57,207 But quantum theory says "no." 575 00:30:57,208 --> 00:31:01,207 For example, that coin flip. 576 00:31:01,208 --> 00:31:03,207 Imagine you knew the position 577 00:31:03,208 --> 00:31:05,207 of every molecule in the air and in your body... 578 00:31:05,208 --> 00:31:11,207 every physical detail that might effect the outcome of the Toss. 579 00:31:11,208 --> 00:31:14,207 A coin flip... there's a lot of different things coordinating. 580 00:31:14,208 --> 00:31:16,207 Your motion of your hand, the motion of your thumb, 581 00:31:16,208 --> 00:31:19,207 your reflexes, and your neurons. 582 00:31:19,208 --> 00:31:21,207 You zoom into those neurons, 583 00:31:21,208 --> 00:31:24,207 and you find your reflexes in the neurons 584 00:31:24,208 --> 00:31:27,207 depend on polypeptides that are bumping around 585 00:31:27,208 --> 00:31:29,207 within the water in your neuron. 586 00:31:29,208 --> 00:31:31,207 Now, they're bumping around with all this water. 587 00:31:31,208 --> 00:31:33,207 Some bump in, some bump out. 588 00:31:33,208 --> 00:31:36,208 And the origin of that randomness is quantum physics. 589 00:31:40,208 --> 00:31:42,207 In a back-of-the-envelope calculation 590 00:31:42,208 --> 00:31:45,207 that estimates coin size, speed, 591 00:31:45,208 --> 00:31:48,207 and neurotransmitter uncertainty, 592 00:31:48,208 --> 00:31:52,207 Andreas can show this quantum sequence of the events 593 00:31:52,208 --> 00:31:56,207 can give the same probability of throwing a head or tail 594 00:31:56,208 --> 00:32:00,207 as the conventional calculation... one-half. 595 00:32:00,208 --> 00:32:03,207 You can never be certain which way it will fall. 596 00:32:03,208 --> 00:32:07,207 Down there with the molecules is quantum uncertainty 597 00:32:07,208 --> 00:32:10,207 that you'll never get rid of, no matter how much you know. 598 00:32:10,208 --> 00:32:13,207 And that's leading to the flip of the coin, and that's leading to your luck. 599 00:32:13,208 --> 00:32:16,207 Quantum uncertainty 600 00:32:16,208 --> 00:32:19,207 is built into everything, 601 00:32:19,208 --> 00:32:22,207 including you, me, and all the fish in the sea. 602 00:32:22,208 --> 00:32:26,207 But for physicists, this is a big problem... 603 00:32:26,208 --> 00:32:28,207 a universe-sized problem. 604 00:32:28,208 --> 00:32:31,207 Quantum uncertainty just doesn't agree 605 00:32:31,208 --> 00:32:35,207 with our understanding of the large-scale universe. 606 00:32:35,208 --> 00:32:39,207 Inflation theory, the theory Andreas helped invent, 607 00:32:39,208 --> 00:32:42,207 runs face-first into a quantum wall. 608 00:32:42,208 --> 00:32:48,207 Cosmic inflation theory is the idea that, at early times, 609 00:32:48,208 --> 00:32:52,207 the universe underwent extraordinarily rapid expansion. 610 00:32:52,208 --> 00:32:56,207 On the other hand, by making the most... 611 00:32:56,208 --> 00:32:58,207 Simple assumptions about how inflation works, 612 00:32:58,208 --> 00:33:03,207 you wind up predicting not just one universe that we see, 613 00:33:03,208 --> 00:33:05,207 but infinitely many others. 614 00:33:05,208 --> 00:33:10,207 Inflation tells us our universe is one of many, 615 00:33:10,208 --> 00:33:13,207 spread across a vast cosmic sea. 616 00:33:13,208 --> 00:33:17,207 These self-contained universes sit side-by-side, 617 00:33:17,208 --> 00:33:21,207 unseen to each other. 618 00:33:21,208 --> 00:33:25,207 For this goldfish, the fishbowl is its universe. 619 00:33:25,208 --> 00:33:27,207 It's everything it knows. 620 00:33:27,208 --> 00:33:29,207 We think we know the entire universe. 621 00:33:29,208 --> 00:33:31,207 We see distant stars and galaxies. 622 00:33:31,208 --> 00:33:33,207 But modern theories of the cosmos suggest that 623 00:33:33,208 --> 00:33:38,207 everything we see could just be our goldfish bowl 624 00:33:38,208 --> 00:33:41,207 and there's many other pocket universes, 625 00:33:41,208 --> 00:33:44,207 maybe infinitely more, out there in the cosmos. 626 00:33:44,208 --> 00:33:47,207 But because there are a finite number of ways 627 00:33:47,208 --> 00:33:51,207 particles can be arranged in space and time, 628 00:33:51,208 --> 00:33:53,207 there may be other pocket universes 629 00:33:53,208 --> 00:33:56,207 far, far away that look like ours 630 00:33:56,208 --> 00:33:59,207 but are slightly different. 631 00:33:59,208 --> 00:34:03,207 The problem, Andreas says, 632 00:34:03,208 --> 00:34:07,207 is that, if there are infinite universes, 633 00:34:07,208 --> 00:34:10,207 the laws of probability don't add up. 634 00:34:10,208 --> 00:34:12,207 Quantum measurements estimate 635 00:34:12,208 --> 00:34:15,207 the probabilities of particles having certain properties. 636 00:34:15,208 --> 00:34:20,207 If there are infinite universes, every possible outcome 637 00:34:20,208 --> 00:34:26,207 of a measurement is definitely going to happen somewhere. 638 00:34:26,208 --> 00:34:29,207 This leads to a mathematical meltdown. 639 00:34:29,208 --> 00:34:32,207 Once you have a theory with pocket universes, 640 00:34:32,208 --> 00:34:35,207 you no longer are able to use quantum probabilities 641 00:34:35,208 --> 00:34:38,207 the way we do in our normal theories. 642 00:34:38,208 --> 00:34:40,207 So, which theory... 643 00:34:40,208 --> 00:34:44,207 Pocket universes or quantum mechanics... 644 00:34:44,208 --> 00:34:45,368 is more likely to be correct? 645 00:34:46,208 --> 00:34:51,207 Andreas says quantum theory is probably the deeper truth. 646 00:34:51,208 --> 00:34:56,207 We can't see other universes, but we can see luck. 647 00:34:56,208 --> 00:34:58,207 So, the quantum probabilities 648 00:34:58,208 --> 00:35:00,207 and the microscopic nature 649 00:35:00,208 --> 00:35:04,207 is the source of all our luck and all our uncertainty 650 00:35:04,208 --> 00:35:05,207 and all our randomness in the world. 651 00:35:05,208 --> 00:35:08,207 We really do need to prepare ourselves for anything. 652 00:35:08,208 --> 00:35:12,207 But there is another possibility, 653 00:35:12,208 --> 00:35:16,207 a possibility that will change the way you look at the world. 654 00:35:16,208 --> 00:35:18,207 According to this man, 655 00:35:18,208 --> 00:35:21,207 there are countless other versions of you 656 00:35:21,208 --> 00:35:23,208 with many different fates. 657 00:35:28,070 --> 00:35:31,069 Have you ever wondered how your life would have turned out 658 00:35:31,070 --> 00:35:34,069 if things had happened just a little differently? 659 00:35:34,070 --> 00:35:37,069 One of two small twists of fate 660 00:35:37,070 --> 00:35:42,069 could have resulted in your following a very different path. 661 00:35:42,070 --> 00:35:44,069 What if you actually followed 662 00:35:44,070 --> 00:35:48,069 all of those paths in parallel worlds? 663 00:35:48,070 --> 00:35:52,069 There may be many other versions of you out there 664 00:35:52,070 --> 00:35:56,070 living very different lives. 665 00:36:01,070 --> 00:36:05,069 Max tegmark is a cosmology professor at M.I.T. 666 00:36:05,070 --> 00:36:06,069 He strongly believes 667 00:36:06,070 --> 00:36:10,069 luck does not determine the course of our lives. 668 00:36:10,070 --> 00:36:14,069 The proof, he says, lies in the strange ability 669 00:36:14,070 --> 00:36:19,069 of quantum objects to exist in many places at once. 670 00:36:19,070 --> 00:36:21,069 We know that elementary particles 671 00:36:21,070 --> 00:36:23,069 can be in two places at once. 672 00:36:23,070 --> 00:36:25,069 But I'm made out of elementary particles, 673 00:36:25,070 --> 00:36:28,069 so I should also be able to be in two places at once. 674 00:36:28,070 --> 00:36:32,069 Quantum objects occupy a range of possibilities. 675 00:36:32,070 --> 00:36:36,069 They look like waves until we measure them. 676 00:36:36,070 --> 00:36:39,069 Then they turn into particles. 677 00:36:39,070 --> 00:36:43,069 This means they are in many places simultaneously 678 00:36:43,070 --> 00:36:47,069 until they suddenly become fixed points in space. 679 00:36:47,070 --> 00:36:49,069 This strange behavior is called 680 00:36:49,070 --> 00:36:53,069 "the collapse of the wave function." 681 00:36:53,070 --> 00:36:57,069 Max believes the wave function never really collapses. 682 00:36:57,070 --> 00:37:01,069 An electron may appear to be over here in our measurement, 683 00:37:01,070 --> 00:37:05,069 but every other outcome also occurs 684 00:37:05,070 --> 00:37:08,069 in a series of parallel universes 685 00:37:08,070 --> 00:37:11,069 that branch off from ours. 686 00:37:11,070 --> 00:37:15,069 There are many processes, like when you make a snap decision, 687 00:37:15,070 --> 00:37:17,069 which might depend on 688 00:37:17,070 --> 00:37:20,069 just what one little particle ultimately did in your brain. 689 00:37:20,070 --> 00:37:24,069 So if that little particle was in two places at once, 690 00:37:24,070 --> 00:37:29,069 my life sort of branches out into multiple story lines. 691 00:37:29,070 --> 00:37:34,069 If the quantum wave never collapses, 692 00:37:34,070 --> 00:37:37,069 it means you have countless clones. 693 00:37:37,070 --> 00:37:41,069 They exist on top of each other in parallel universes. 694 00:37:41,070 --> 00:37:44,069 These are not the side-by-side universes 695 00:37:44,070 --> 00:37:47,069 Andreas albrecht imagines. 696 00:37:47,070 --> 00:37:50,069 They are all the possible alternate versions 697 00:37:50,070 --> 00:37:53,069 of our own universe. 698 00:37:53,070 --> 00:37:57,069 So, for example, if you take any hundred maxes 699 00:37:57,070 --> 00:38:01,069 and any hundred parallel universes, 700 00:38:01,070 --> 00:38:06,069 the laws of probability tell us that some will live 100 years, 701 00:38:06,070 --> 00:38:09,069 and some are already dead. 702 00:38:09,070 --> 00:38:11,069 Max's fate all depends 703 00:38:11,070 --> 00:38:15,069 on which quantum reality he happens to live in. 704 00:38:15,070 --> 00:38:17,069 But here's the catch. 705 00:38:17,070 --> 00:38:19,069 He will never know 706 00:38:19,070 --> 00:38:23,070 what's happening to all those other maxes. 707 00:38:25,070 --> 00:38:29,069 Suppose you sedate me and make a perfect clone of me 708 00:38:29,070 --> 00:38:31,069 and leave one copy here on this bed 709 00:38:31,070 --> 00:38:35,069 and another copy in an identical room upstairs. 710 00:38:35,070 --> 00:38:37,069 You tell me all about this in advance, and you ask me 711 00:38:37,070 --> 00:38:39,069 "where, Max, are you gonna wake up?" 712 00:38:39,070 --> 00:38:43,069 Well, if you were me, what would you say? 713 00:38:43,070 --> 00:38:45,069 There are gonna be two Max tegmarks waking up. 714 00:38:45,070 --> 00:38:47,069 They're both gonna look the same. 715 00:38:47,070 --> 00:38:49,069 They're both gonna feel the same. 716 00:38:49,070 --> 00:38:52,069 They're both gonna have the same memories up until the sedation. 717 00:38:52,070 --> 00:38:54,069 Each of the me's is gonna feel, 718 00:38:54,070 --> 00:38:57,070 "huh, I have woken up in only one room"... 719 00:38:58,868 --> 00:39:01,069 ...whose number is gonna seem like a random number to me 720 00:39:01,070 --> 00:39:02,069 when I go out and look at it. 721 00:39:02,070 --> 00:39:05,069 And there's no way for me to predict 722 00:39:05,070 --> 00:39:09,069 what that room number is gonna say ahead of time. 723 00:39:09,070 --> 00:39:13,069 So I can never see those other Max clones. 724 00:39:13,070 --> 00:39:17,069 All I notice is this apparent randomness. 725 00:39:17,070 --> 00:39:20,069 Max believes our ignorance of the other realities 726 00:39:20,070 --> 00:39:24,069 creates the illusion we call "luck." 727 00:39:24,070 --> 00:39:27,069 Luck and randomness aren't real. 728 00:39:27,070 --> 00:39:29,069 Some things feel random, 729 00:39:29,070 --> 00:39:31,069 but that's just how it subjectively feels 730 00:39:31,070 --> 00:39:33,069 whenever you get cloned. 731 00:39:33,070 --> 00:39:37,069 And you get cloned all the time. 732 00:39:37,070 --> 00:39:39,069 There are actually two copies of me, 733 00:39:39,070 --> 00:39:41,069 each experiencing one of the two outcomes. 734 00:39:41,070 --> 00:39:44,069 So if you win at the roulette wheel, 735 00:39:44,070 --> 00:39:47,069 there's a clone of you who lost. 736 00:39:47,070 --> 00:39:51,070 There is no luck, just cloning. 737 00:39:52,070 --> 00:39:55,069 This idea may sound farfetched 738 00:39:55,070 --> 00:39:57,069 and impossible to confirm, 739 00:39:57,070 --> 00:40:01,069 but Max thinks his odds are not zero. 740 00:40:01,070 --> 00:40:04,069 He has a one-in-a-quintillion chance 741 00:40:04,070 --> 00:40:06,069 of proving the theory true. 742 00:40:06,070 --> 00:40:09,069 All he has to do is never die. 743 00:40:09,070 --> 00:40:10,069 Yeah! 744 00:40:10,070 --> 00:40:14,069 Let's say Max endures a series of catastrophes, 745 00:40:14,070 --> 00:40:18,069 events that have a 50% chance of killing him, 746 00:40:18,070 --> 00:40:19,069 one after the other. 747 00:40:19,070 --> 00:40:22,070 In one parallel universe, he dies. 748 00:40:22,071 --> 00:40:25,069 In other, he lives. 749 00:40:25,070 --> 00:40:27,069 If the wave function never collapses, 750 00:40:27,070 --> 00:40:29,069 then there will be two versions of me... 751 00:40:29,070 --> 00:40:32,070 One where I'm alive and another one where I'm flattened. 752 00:40:32,071 --> 00:40:36,069 But there will only be on Max having a conscious experience. 753 00:40:36,070 --> 00:40:39,069 As the catastrophes continue, 754 00:40:39,070 --> 00:40:42,069 the odds of a version of Max surviving 755 00:40:42,070 --> 00:40:50,069 drop from 25% to 12.5% to 6.25% and so on. 756 00:40:50,070 --> 00:40:54,069 In more and more parallel worlds, Max is dead. 757 00:40:54,070 --> 00:40:57,069 But in one, he survives. 758 00:40:57,070 --> 00:40:58,069 Whoa. 759 00:40:58,070 --> 00:41:00,069 It's gonna feel subjectively to me 760 00:41:00,070 --> 00:41:03,069 like I just keep surviving and surviving and surviving, 761 00:41:03,070 --> 00:41:06,069 which would feel really, really weird. 762 00:41:06,070 --> 00:41:08,069 If a version of Max 763 00:41:08,070 --> 00:41:11,069 somehow survives 60 deadly events, 764 00:41:11,070 --> 00:41:15,069 there is only a one-in-quintillion chance 765 00:41:15,070 --> 00:41:16,069 the theory is wrong. 766 00:41:16,070 --> 00:41:21,069 Unfortunately, only one version of Max will know the truth. 767 00:41:21,070 --> 00:41:27,070 The other quintillion minus one will be dead. 768 00:41:29,070 --> 00:41:34,069 So the reality or unreality of multiple Max tegmarks 769 00:41:34,070 --> 00:41:37,069 may remain in doubt. 770 00:41:37,070 --> 00:41:40,069 This idea that reality is bigger than we thought 771 00:41:40,070 --> 00:41:43,069 and that whenever you lose at the roulette wheel, 772 00:41:43,070 --> 00:41:45,069 there was another version of you that won 773 00:41:45,070 --> 00:41:47,069 is a very weird-sounding idea. 774 00:41:47,070 --> 00:41:50,069 But, hey, who are we humans to tell the universe how to behave? 775 00:41:50,070 --> 00:41:53,069 You know, my job as a physicist 776 00:41:53,070 --> 00:41:56,069 isn't to try to impose my prejudices on reality, 777 00:41:56,070 --> 00:41:58,069 but to look carefully at reality 778 00:41:58,070 --> 00:42:00,069 and try to figure out how it actually behaves. 779 00:42:00,070 --> 00:42:04,070 And it seems to be what you might call weird. 780 00:42:09,070 --> 00:42:14,069 Whether there just one universe or countless parallel ones, 781 00:42:14,070 --> 00:42:17,069 there's no way of knowing which path you will take 782 00:42:17,070 --> 00:42:20,069 through all your possible destinies. 783 00:42:20,070 --> 00:42:23,069 Your consciousness, your DNA, 784 00:42:23,070 --> 00:42:26,069 and the very atoms you are built from 785 00:42:26,070 --> 00:42:31,069 are all on a wild and unpredictable ride. 786 00:42:31,070 --> 00:42:35,070 And every decision... is a gamble. 787 00:42:35,150 --> 00:42:38,640 Subtitles by MemoryOnSmells http://UKsubtitles.ru. 788 00:42:41,640 --> 00:42:45,640 Preuzeto sa www.titlovi.com 63619

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