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These are the user uploaded subtitles that are being translated: 1 00:00:02,201 --> 00:00:05,705 Freeman: LUCK MAY BE THE MOST MYSTERIOUS AND CAPRICIOUS FORCE 2 00:00:05,705 --> 00:00:08,207 IN THE UNIVERSE. 3 00:00:08,207 --> 00:00:10,810 BUT WHAT EXACTLY IS LUCK? 4 00:00:10,810 --> 00:00:11,945 [ SLOT MACHINE DINGING ] 5 00:00:11,945 --> 00:00:14,580 WHY DO SOME OF US WIN THE LOTTERY TWICE, 6 00:00:14,580 --> 00:00:18,216 WHILE OTHERS HAVE BAD LUCK FOR NO APPARENT REASON? 7 00:00:18,216 --> 00:00:21,387 WHAT'S BEHIND STRANGE COINCIDENCES 8 00:00:21,387 --> 00:00:24,190 AND INCREDIBLE TWISTS OF FATE? 9 00:00:24,190 --> 00:00:27,660 DOES RANDOM CHANCE DECIDE OUR DESTINY? 10 00:00:27,660 --> 00:00:32,698 OR IS EVERY ROLL OF THE DICE PREDETERMINED BY PHYSICS? 11 00:00:32,698 --> 00:00:35,500 SCIENTISTS ARE TRYING TO BEAT THE ODDS -- 12 00:00:35,500 --> 00:00:41,006 TO PROVE WHETHER OR NOT LUCK IS REAL. 13 00:00:44,509 --> 00:00:49,048 SPACE, TIME, LIFE ITSELF. 14 00:00:51,384 --> 00:00:56,121 THE SECRETS OF THE COSMOS LIE THROUGH THE WORMHOLE. 15 00:00:56,121 --> 00:00:59,125 -- Captions by VITAC -- www.vitac.com 16 00:00:59,125 --> 00:01:02,161 CAPTIONS PAID FOR BY DISCOVERY COMMUNICATIONS 17 00:01:09,100 --> 00:01:12,938 HOW DID YOU GET TO WHERE YOU ARE TODAY? 18 00:01:12,938 --> 00:01:15,941 MAYBE YOU STRUGGLED AND WORKED HARD. 19 00:01:15,941 --> 00:01:17,910 OR MAYBE YOU INHERITED A FORTUNE 20 00:01:17,911 --> 00:01:20,947 AND NEVER WORKED A DAY IN YOUR LIFE. 21 00:01:20,947 --> 00:01:24,884 SOME THINGS ARE BEYOND OUR CONTROL. 22 00:01:24,884 --> 00:01:28,254 DOES THE UNIVERSE HAVE A PLAN FOR US? 23 00:01:28,254 --> 00:01:32,425 OR IS OUR FATE THE PRODUCT OF RANDOM CHANCE? 24 00:01:32,424 --> 00:01:35,161 DO WE MAKE OUR OWN LUCK? 25 00:01:37,162 --> 00:01:39,966 OR DOES LUCK MAKE US? 26 00:01:43,668 --> 00:01:45,271 WHEN I WAS GROWING UP, 27 00:01:45,271 --> 00:01:49,007 KIDS WOULD CARRY A LUCKY RABBIT'S FOOT. 28 00:01:49,007 --> 00:01:50,810 FOR SOME REASON, WE BELIEVED 29 00:01:50,810 --> 00:01:55,046 THESE SEVERED PAWS GRANTED THEIR BEARERS GOOD FORTUNE. 30 00:01:55,046 --> 00:01:56,915 [ CROW CAWS ] 31 00:01:56,915 --> 00:01:58,784 DID THEY WORK? 32 00:01:58,784 --> 00:02:01,853 WELL, MAYBE. 33 00:02:01,853 --> 00:02:06,125 I LOST THAT RABBIT'S FOOT LONG AGO 34 00:02:06,125 --> 00:02:09,594 AND MY BELIEF IN LUCKY CHARMS. 35 00:02:09,594 --> 00:02:14,633 BUT PERHAPS MY YOUNGER SELF WAS ONTO SOMETHING. 36 00:02:17,669 --> 00:02:19,937 GO TO A CASINO, AND YOU'LL SEE 37 00:02:19,937 --> 00:02:22,274 ANY NUMBER OF SUPERSTITIOUS RITUALS 38 00:02:22,275 --> 00:02:25,644 PERFORMED BY PLAYERS HOPING FOR GOOD LUCK. 39 00:02:25,644 --> 00:02:28,848 EVERYONE HAS A STRATEGY. 40 00:02:28,848 --> 00:02:32,585 FIRST, I DO A DER VOGHORMIA, WHICH IS AN ARMENIAN PRAYER, 41 00:02:32,585 --> 00:02:34,521 AND THEN I PLAY MY SON'S BIRTH NUMBERS. 42 00:02:35,788 --> 00:02:38,790 THE CHIPS ALL HAVE TO FACE UP THE SAME WAY. 43 00:02:38,790 --> 00:02:41,127 Freeman: RITUALS OF GOOD LUCK DEVELOP 44 00:02:41,127 --> 00:02:43,062 BECAUSE WE BELIEVE 45 00:02:43,062 --> 00:02:47,167 THAT SOMETHING WE DO CAN INFLUENCE CHANCE. 46 00:02:53,906 --> 00:02:55,674 SALLY LINKENAUGER, 47 00:02:55,674 --> 00:02:59,411 A LECTURER IN PSYCHOLOGY AT LANCASTER UNIVERSITY, 48 00:02:59,411 --> 00:03:01,747 SUSPECTS BELIEVING YOU'RE LUCKY 49 00:03:01,747 --> 00:03:05,350 ACTUALLY CHANGES THE WAY YOU PLAY. 50 00:03:06,552 --> 00:03:09,020 SHE'S CONDUCTING A SERIES OF EXPERIMENTS 51 00:03:09,020 --> 00:03:12,024 TO TEST HER HYPOTHESIS. 52 00:03:12,024 --> 00:03:14,426 SO, WHAT WE DID IS WE RECRUITED PEOPLE 53 00:03:14,426 --> 00:03:16,294 WHO PLAYED GOLF ON A REGULAR BASIS, 54 00:03:16,294 --> 00:03:19,397 AND WE TOLD HALF OF THEM THEY WERE USING A PUTTER 55 00:03:19,397 --> 00:03:21,766 THAT HAD BELONGED TO A FAMOUS GOLFER. 56 00:03:21,766 --> 00:03:25,037 SO, THIS IS ACTUALLY BEN CURTIS' PUTTER. 57 00:03:25,037 --> 00:03:28,873 HE'S A PROFESSIONAL GOLFER WHO WON THE BRITISH OPEN IN 2003. 58 00:03:28,873 --> 00:03:30,141 SO, I'M GONNA HAVE YOU TAKE 10 PUTTS 59 00:03:30,141 --> 00:03:32,512 AND WE'LL SEE HOW YOU DO. 60 00:03:36,414 --> 00:03:39,951 Freeman: THE OTHER GOLFERS HEAR A DIFFERENT STORY. 61 00:03:39,951 --> 00:03:41,853 ALL RIGHT, SO, THIS IS A REALLY NICE PUTTER. 62 00:03:41,854 --> 00:03:44,089 I'D LIKE YOU TO USE IT TO TAKE ABOUT 10 PUTTS, 63 00:03:44,088 --> 00:03:46,425 AND WE'LL SEE HOW YOU DO. 64 00:03:47,526 --> 00:03:50,530 AS YOU'D EXPECT WITH ANY RANDOM GROUP, 65 00:03:50,530 --> 00:03:53,064 SOME DO BETTER THAN OTHERS. 66 00:03:53,064 --> 00:03:56,602 BUT AFTER DOZENS OF TRIALS, A PATTERN EMERGES. 67 00:03:56,602 --> 00:04:00,639 Linkenauger: SO, ONCE THEY STARTED PUTTING, THE INDIVIDUALS THAT THOUGHT 68 00:04:00,639 --> 00:04:02,575 THEY WERE USING BEN CURTIS' PUTTER 69 00:04:02,574 --> 00:04:05,944 MADE ABOUT A PUTT AND A HALF MORE OUT OF 10 PUTTS 70 00:04:05,944 --> 00:04:08,947 THAN THE GROUP THAT THOUGHT THEY WERE JUST USING A NICE PUTTER. 71 00:04:10,949 --> 00:04:14,387 Freeman: THE GOLF CLUB ISN'T LUCKY. 72 00:04:14,387 --> 00:04:17,223 WHAT'S REAL IS THE PLAYER'S BELIEF 73 00:04:17,223 --> 00:04:19,592 IN WHETHER OR NOT THE CLUB IS LUCKY. 74 00:04:19,591 --> 00:04:22,894 SALLY SUSPECTS THIS KIND OF SUPERSTITION 75 00:04:22,894 --> 00:04:26,664 HELPS PEOPLE COPE WITH CHAOTIC OR STRESSFUL SITUATIONS. 76 00:04:26,665 --> 00:04:30,169 Linkenauger: THERE'S KIND OF A SWEET SPOT IN TERMS OF THE AMOUNT OF PRESSURE 77 00:04:30,168 --> 00:04:32,704 THAT YOU NEED IN ORDER TO PERFORM A TASK MOST EFFICIENTLY. 78 00:04:32,704 --> 00:04:34,539 IF YOU HAVE A SMALL AMOUNT OF PRESSURE, 79 00:04:34,540 --> 00:04:37,043 IT JUST MEANS YOU REALLY DON'T CARE, SO YOU DON'T PERFORM WELL. 80 00:04:37,043 --> 00:04:39,245 TOO MUCH PRESSURE, YOU FREEZE UP. 81 00:04:39,245 --> 00:04:40,745 SO YOU WANT TO HAVE THE PERFECT, 82 00:04:40,745 --> 00:04:42,814 KIND OF A SWEET-SPOT AMOUNT OF PRESSURE, 83 00:04:42,814 --> 00:04:44,617 AND WHEN YOU'RE PERFORMING A TASK 84 00:04:44,617 --> 00:04:46,018 AND PEOPLE ARE WATCHING YOU, 85 00:04:46,017 --> 00:04:49,153 PEOPLE PUT A LOT OF PRESSURE ON THEMSELVES TO PLAY WELL. 86 00:04:49,153 --> 00:04:51,723 Freeman: BUT THAT PRESSURE IS LESS DEBILITATING 87 00:04:51,723 --> 00:04:55,226 WHEN A PLAYER IS HOLDING A LUCKY PUTTER. 88 00:04:55,226 --> 00:04:57,194 WE THINK THAT WHEN THEY'RE PUTTING, 89 00:04:57,194 --> 00:05:00,132 THEY'RE OFFLOADING SOME OF THIS PRESSURE THAT THEY FEEL. 90 00:05:00,132 --> 00:05:02,567 THIS PUTTER IS GONNA DO SOME OF THE WORK FOR THEM. 91 00:05:02,567 --> 00:05:04,336 IT'S NOT ALL ON THEM. 92 00:05:04,336 --> 00:05:05,670 AND THAT RELEASE IN PRESSURE 93 00:05:05,670 --> 00:05:08,940 KIND OF ALLOWS THEM TO PERFORM A BIT BETTER. 94 00:05:08,940 --> 00:05:11,510 Freeman: SALLY SUSPECTS A BELIEF IN LUCK 95 00:05:11,511 --> 00:05:14,313 DOES MORE THAN JUST BOOST CONFIDENCE -- 96 00:05:14,312 --> 00:05:17,616 IT CHANGES PERCEPTION. 97 00:05:18,951 --> 00:05:22,621 IN HER LAB, SALLY ASKS THE GOLFERS 98 00:05:22,620 --> 00:05:25,791 TO DRAW THE SIZE OF THE HOLE. 99 00:05:25,791 --> 00:05:28,192 SO, THIS IS THE ACTUAL SIZE OF THE GOLF HOLE. 100 00:05:28,192 --> 00:05:29,461 ALL THE GOLFERS THINK 101 00:05:29,461 --> 00:05:32,163 THAT THE HOLE LOOKS SMALLER THAN IT ACTUALLY IS. 102 00:05:32,163 --> 00:05:35,168 HOWEVER, INDIVIDUALS WHO WERE USING BEN CURTIS' PUTTER 103 00:05:35,168 --> 00:05:37,836 THOUGHT THE GOLF HOLE LOOKED LARGER. 104 00:05:37,836 --> 00:05:41,874 Freeman: ON AVERAGE, THE GOLFERS WITH AN ORDINARY CLUB 105 00:05:41,874 --> 00:05:44,677 SEE THE HOLE AS BEING 11% SMALLER 106 00:05:44,677 --> 00:05:46,078 AND HARDER TO HIT 107 00:05:46,077 --> 00:05:49,514 THAN THE GOLFERS WITH THE SO-CALLED "LUCKY" PUTTER. 108 00:05:54,887 --> 00:05:58,322 IS LUCK ALL IN THE MIND? 109 00:05:58,322 --> 00:06:01,759 Linkenauger: CONFIDENCE IS A BIG PART OF SUCCEEDING, I THINK, 110 00:06:01,759 --> 00:06:03,461 IN ANYTHING THAT YOU DO, 111 00:06:03,461 --> 00:06:05,497 AND IT IS POSSIBLE THAT USING THIS CLUB 112 00:06:05,497 --> 00:06:07,699 MADE PEOPLE MORE CONFIDENT IN THEIR PLAYING. 113 00:06:07,699 --> 00:06:09,967 I WOULDN'T NECESSARILY CALL THAT LUCK. 114 00:06:09,968 --> 00:06:11,370 I WOULD CALL IT 115 00:06:11,370 --> 00:06:13,471 HANDLING OUR EMOTIONS AND HANDLING OUR ANXIETY 116 00:06:13,471 --> 00:06:14,774 AND THE PRESSURE THAT WE FEEL 117 00:06:14,774 --> 00:06:17,276 WHEN WE ARE PERFORMING THESE ACTIONS 118 00:06:17,276 --> 00:06:20,146 IN A WAY THAT'S MANAGEABLE FOR US. 119 00:06:27,151 --> 00:06:30,488 Freeman: BUT ONE MAN THINKS BELIEVING YOU ARE LUCKY 120 00:06:30,488 --> 00:06:33,225 WILL ONLY GET YOU SO FAR. 121 00:06:34,793 --> 00:06:38,629 A PROFESSOR OF LAW AT NORTHWESTERN UNIVERSITY 122 00:06:38,629 --> 00:06:41,100 AND A MASTER STATISTICIAN, 123 00:06:41,100 --> 00:06:46,205 JAY KOEHLER SEES EVERYTHING AS VARIATIONS ON THE MEAN. 124 00:06:46,204 --> 00:06:49,908 THE "MEAN" IS ANOTHER WORD FOR THE "AVERAGE." 125 00:06:49,908 --> 00:06:55,180 A STAR ATHLETE HAS GOOD DAYS AND BAD, BUT IT EVENS OUT. 126 00:06:55,180 --> 00:06:56,983 FOR EXAMPLE, A BASKETBALL PLAYER 127 00:06:56,983 --> 00:06:59,718 MIGHT BE A 33% 3-POINT SHOOTER. 128 00:06:59,718 --> 00:07:03,388 IF HE'S VERY GOOD, HE MIGHT BE A 45% 3-POINT SHOOTER, 129 00:07:03,387 --> 00:07:08,292 BUT ANY GIVEN DAY, THE PLAYER MIGHT BE SHOOTING MORE LIKE 50% 130 00:07:08,293 --> 00:07:10,062 OR MIGHT BE MORE LIKE 35%. 131 00:07:10,062 --> 00:07:12,331 NOTHING UNUSUAL IS GOING ON. 132 00:07:12,331 --> 00:07:14,734 THE PLAYER IS JUST BOUNCING AROUND HIS MEAN. 133 00:07:16,535 --> 00:07:18,203 Freeman: BUT WHAT'S HAPPENING 134 00:07:18,202 --> 00:07:20,805 WHEN A PLAYER APPEARS TO HAVE A HOT HAND -- 135 00:07:20,805 --> 00:07:24,276 A SPECTACULARLY GOOD RUN OF PLAY? 136 00:07:24,276 --> 00:07:28,114 IS SOMETHING SUPERNATURAL GOING ON? 137 00:07:28,113 --> 00:07:30,515 Koehler: THE HOT HAND IS A PHENOMENON 138 00:07:30,516 --> 00:07:32,818 WHICH TEMPORARILY ELEVATES HIS LEVEL OF PLAY 139 00:07:32,817 --> 00:07:35,187 FOLLOWING A STRING OF SUCCESSES. 140 00:07:35,187 --> 00:07:37,590 YOU MIGHT HAVE A PLAYER 141 00:07:37,589 --> 00:07:41,092 WHO MAKES SEVEN 3-POINT SHOTS IN A ROW. 142 00:07:41,093 --> 00:07:44,563 AND SO AN OBSERVER, AND MAYBE THE PLAYER HIMSELF, 143 00:07:44,562 --> 00:07:46,665 MIGHT SAY HE'S "HOT." 144 00:07:46,665 --> 00:07:50,702 BUT THE QUESTION IS, IS ANYTHING EXTRAORDINARY REALLY GOING ON? 145 00:07:50,702 --> 00:07:55,539 IS HE NOW A 70% OR 80% OR EVEN 90% 3-POINT SHOOTER? 146 00:07:55,540 --> 00:07:57,443 AND THE ANSWER IS NO. 147 00:07:57,442 --> 00:07:59,510 Freeman: JAY RAN THE NUMBERS 148 00:07:59,511 --> 00:08:02,148 ON THE NBA's BEST 3-POINT SHOOTERS, 149 00:08:02,148 --> 00:08:06,118 LOOKING FOR PROOF OF THE HOT HAND. 150 00:08:06,117 --> 00:08:07,985 WHAT WE FOUND WAS THAT 151 00:08:07,985 --> 00:08:11,689 THE NUMBER OF STREAKS THAT WE OBSERVE -- 152 00:08:11,689 --> 00:08:14,026 THREE, FOUR, FIVE, SIX, SEVEN SHOTS IN A ROW -- 153 00:08:14,026 --> 00:08:18,230 WAS PRETTY MUCH WHAT YOU'D EXPECT BY CHANCE ALONE, OVERALL. 154 00:08:18,230 --> 00:08:22,502 AND WE DIDN'T SEE ANY EVIDENCE OF HOTNESS OR COLDNESS. 155 00:08:26,172 --> 00:08:27,806 Freeman: CHAMPIONSHIP ATHLETES, 156 00:08:27,805 --> 00:08:30,508 LIKE THESE TWO NORTHWESTERN STARS, 157 00:08:30,509 --> 00:08:33,812 PLAY AT A MUCH HIGHER LEVEL THAN ORDINARY PEOPLE, 158 00:08:33,812 --> 00:08:35,746 AND THEY CONSISTENTLY PERFORM 159 00:08:35,746 --> 00:08:38,516 NEAR THE PEAK OF THEIR ABILITIES. 160 00:08:38,517 --> 00:08:40,886 LUCK ISN'T MUCH OF A FACTOR. 161 00:08:40,885 --> 00:08:43,221 ON AVERAGE, A 50% SHOOTER 162 00:08:43,221 --> 00:08:46,192 WILL MAKE ABOUT HALF OF HIS SHOTS. 163 00:08:46,192 --> 00:08:51,630 TO JAY, THIS IS PROOF THAT HOT STREAKS ARE ILLUSIONS. 164 00:08:53,099 --> 00:08:56,568 OTHER STATISTICIANS HAVE RUN SIMILAR STUDIES ON OTHER GAMES 165 00:08:56,567 --> 00:08:59,937 AND FOUND THE SAME RESULT. 166 00:08:59,937 --> 00:09:05,677 IF A PLAYER SHOOTS ABOUT 50% OF HIS FREE THROWS OVERALL, 167 00:09:05,677 --> 00:09:07,613 THEN FOR HIM, SINKING A FREE THROW 168 00:09:07,613 --> 00:09:10,249 IS LIKE FLIPPING A COIN. 169 00:09:11,649 --> 00:09:13,952 Koehler: TO ILLUSTRATE SOME OF THE POINTS WE'D LIKE TO MAKE, 170 00:09:13,952 --> 00:09:16,588 WE'RE GONNA PERFORM A LITTLE COIN-TOSSING EXPERIMENT. 171 00:09:16,589 --> 00:09:19,058 REGGIE IS FLIPPING THE COIN 100 TIMES, 172 00:09:19,057 --> 00:09:21,059 AND AUSTIN'S RECORDING THE OUTCOMES. 173 00:09:21,059 --> 00:09:24,929 Freeman: THE FLIPPING SEEMS PRETTY RANDOM, 174 00:09:24,929 --> 00:09:28,599 BUT THEN REGGIE FLIPS SEVEN "HEADS" IN A ROW. 175 00:09:28,600 --> 00:09:31,803 WHAT ARE THE ODDS OF THAT? 176 00:09:31,803 --> 00:09:33,871 Koehler: SEVEN "HEADS" IN A ROW SOUNDS INCREDIBLE, 177 00:09:33,871 --> 00:09:35,906 BUT REMEMBER, THE SEVEN "HEADS" IN A ROW 178 00:09:35,907 --> 00:09:40,579 OCCURRED IN A LARGER CONTEXT -- THE CONTEXT OF 100 COIN FLIPS. 179 00:09:40,578 --> 00:09:44,882 Freeman: THE MORE YOU FLIP, THE BETTER THE ODDS OF A HOT STREAK. 180 00:09:44,883 --> 00:09:47,052 Koehler: IF WE ONLY FLIP THE COIN 10 TIMES, 181 00:09:47,052 --> 00:09:49,087 THE CHANCE OF GETTING SEVEN "HEADS" IN A ROW 182 00:09:49,087 --> 00:09:51,122 WOULD BE SOMEWHERE AROUND 2%. 183 00:09:51,123 --> 00:09:53,258 BUT WE FLIPPED THE COIN 100 TIMES, 184 00:09:53,258 --> 00:09:54,893 AND THE CHANCE OF GETTING SEVEN "HEADS" IN A ROW 185 00:09:54,893 --> 00:10:00,566 OUT OF 100 FLIPS IS SOMEWHERE BETWEEN 31% AND 32%. 186 00:10:02,000 --> 00:10:05,171 Freeman: IT SOUNDS COMPLETELY COUNTERINTUITIVE, 187 00:10:05,171 --> 00:10:08,073 BUT LUCKY STREAKS ARE NOT LUCKY. 188 00:10:08,072 --> 00:10:10,775 THEY ARE STATISTICALLY LIKELY. 189 00:10:10,775 --> 00:10:14,245 WE NOTICE PATTERNS THAT SEEM UNUSUAL -- 190 00:10:14,245 --> 00:10:18,783 FOR INSTANCE, A STAR PLAYER MAKING FOUR SHOTS IN A ROW. 191 00:10:18,783 --> 00:10:20,284 BUT WE FAIL TO NOTICE 192 00:10:20,284 --> 00:10:23,421 HE MISSES THE 5th SHOT, MAKES THE 6th, 193 00:10:23,422 --> 00:10:27,759 MISSES THE 7th, MAKES THE 8th AND 9th. 194 00:10:27,759 --> 00:10:30,327 THESE LIKELY STREAKS CAN BE SEEN 195 00:10:30,327 --> 00:10:33,365 IN EVERY PERFORMANCE-BASED FIELD, 196 00:10:33,365 --> 00:10:36,100 FROM SPORTS TO SALES TO STOCK TRADING. 197 00:10:36,100 --> 00:10:41,606 IF LAST YEAR WAS GREAT, NEXT YEAR MAY STINK. 198 00:10:41,606 --> 00:10:44,043 WHAT APPEARS TO BE A LUCKY STREAK 199 00:10:44,043 --> 00:10:48,312 IS ONLY A FAILURE TO TAKE A BIG ENOUGH SAMPLE. 200 00:10:48,312 --> 00:10:51,884 AND THIS, JAY SAYS, IS WHY 201 00:10:51,884 --> 00:10:55,620 YOU SHOULDN'T FEEL TOO PLEASED WITH YOUR SUCCESSES 202 00:10:55,620 --> 00:10:59,290 OR TERRIBLE ABOUT YOUR FAILURES. 203 00:11:00,491 --> 00:11:03,495 Koehler: SO, EVEN WHEN SOMETHING IS LIKELY TO OCCUR, 204 00:11:03,495 --> 00:11:07,533 CHANCE MAY INTERVENE AND MAY CAUSE THE OPPOSITE TO OCCUR. 205 00:11:09,067 --> 00:11:14,907 Freeman: WHAT'S IMPORTANT, JAY THINKS, IS TO KEEP TRYING. 206 00:11:14,907 --> 00:11:18,276 Koehler: ONE FACTOR THAT IS UNDER OUR CONTROL 207 00:11:18,275 --> 00:11:19,878 IS HOW MANY ATTEMPTS WE MAKE -- 208 00:11:19,879 --> 00:11:22,080 HOW MANY TIMES WE TRY TO DO SOMETHING -- 209 00:11:22,080 --> 00:11:23,882 HOW MANY TIMES WE TAKE A SHOT, 210 00:11:23,881 --> 00:11:26,184 HOW MANY TIMES WE ASK THE GIRL OUT. 211 00:11:26,184 --> 00:11:29,987 WE HAVE TO BE WILLING TO RISK FAILURE IN ORDER TO SUCCEED. 212 00:11:29,988 --> 00:11:33,425 Freeman: BUT SOMETIMES, NO MATTER WHAT WE DO, 213 00:11:33,424 --> 00:11:36,260 THE UNIVERSE SEEMS TO HAVE OTHER PLANS. 214 00:11:36,260 --> 00:11:39,663 HOW DO WE EXPLAIN THE UNEXPLAINABLE -- 215 00:11:39,663 --> 00:11:44,035 THE ASTONISHING COINCIDENCES AND INCREDIBLE BITS OF LUCK? 216 00:11:44,035 --> 00:11:47,839 IS SOME HIDDEN FORCE GUIDING OUR LIVES? 217 00:11:51,442 --> 00:11:54,312 GREEK MYTHOLOGY TELLS OF THE THREE FATES -- 218 00:11:54,312 --> 00:11:57,349 ONE GODDESS SPINS THE THREAD OF LIFE, 219 00:11:57,349 --> 00:11:59,118 ANOTHER MEASURES IT, 220 00:11:59,118 --> 00:12:02,454 AND THE THIRD CUTS IT SHORT. 221 00:12:02,453 --> 00:12:04,355 MAYBE THAT'S AS GOOD A WAY AS ANY 222 00:12:04,355 --> 00:12:08,460 TO EXPLAIN THE TWISTS OF FATE AND RANDOM COINCIDENCE 223 00:12:08,460 --> 00:12:11,163 THAT RULE OUR LIVES. 224 00:12:11,163 --> 00:12:13,197 WE HAVE TO SEEK MEANING 225 00:12:13,197 --> 00:12:18,870 OR ELSE LIVE BY THE DOCTRINE "HEY, STUFF HAPPENS." 226 00:12:21,373 --> 00:12:23,975 ON A SUMMER DAY IN 2001, 227 00:12:23,975 --> 00:12:26,711 10-YEAR-OLD LAURA BUXTON 228 00:12:26,711 --> 00:12:29,280 WROTE HER NAME AND ADDRESS ON A BALLOON 229 00:12:29,280 --> 00:12:32,183 AND LET IT GO IN HER FRONT GARDEN. 230 00:12:32,183 --> 00:12:37,389 THE BALLOON BLEW 140 MILES ACROSS ENGLAND BEFORE IT LANDED. 231 00:12:37,389 --> 00:12:40,993 A FARMER FOUND IT AND WAS SURPRISED TO READ ON IT 232 00:12:40,993 --> 00:12:44,063 THE NAME OF HIS NEXT-DOOR NEIGHBOR -- 233 00:12:44,062 --> 00:12:48,067 ANOTHER GIRL NAMED LAURA BUXTON. 234 00:12:48,067 --> 00:12:52,238 A LUCKY COINCIDENCE? OR WAS IT MEANT TO BE? 235 00:12:54,505 --> 00:12:57,208 PROFESSOR TOM GRIFFITHS IS THE DIRECTOR 236 00:12:57,208 --> 00:13:02,280 OF THE COMPUTATIONAL COGNITIVE SCIENCE LAB AT U.C. BERKELEY. 237 00:13:02,280 --> 00:13:05,182 TO TOM, THE LAURA BUXTON STORY 238 00:13:05,182 --> 00:13:07,785 ILLUSTRATES THE NATURAL STRENGTHS AND WEAKNESSES 239 00:13:07,785 --> 00:13:10,255 OF HUMAN REASON. 240 00:13:10,255 --> 00:13:12,658 IF YOU ASK SOMEBODY, "HOW LIKELY IS IT THAT SOMETHING HAPPENS?" 241 00:13:12,658 --> 00:13:14,759 THAT'S SOMETHING THAT THEY'RE NOT VERY GOOD AT ANSWERING. 242 00:13:14,759 --> 00:13:17,629 PEOPLE ARE BETTER AT SOLVING PROBLEMS 243 00:13:17,629 --> 00:13:20,599 WHERE YOU'VE GOT SOME DATA AND YOU HAVE TO MAKE A LEAP THAT GOES BEYOND THOSE DATA, 244 00:13:20,599 --> 00:13:21,867 AND YOU HAVE TO FIGURE IT OUT 245 00:13:21,866 --> 00:13:23,934 BASED ON THE INFORMATION THAT YOU'VE GOT. 246 00:13:23,934 --> 00:13:26,470 Freeman: HUMANS ARE GOOD 247 00:13:26,471 --> 00:13:28,807 AT HEARING A FEW DETAILS ABOUT AN EVENT 248 00:13:28,807 --> 00:13:31,076 AND BUILDING A STORY AROUND THEM. 249 00:13:31,076 --> 00:13:35,279 WE ARE LESS ADEPT AT GUESSING PROBABILITIES -- 250 00:13:35,279 --> 00:13:39,350 THE ODDS OF HOW LIKELY IT IS AN EVENT WILL OCCUR. 251 00:13:39,350 --> 00:13:41,653 FOR EXAMPLE, WHAT ARE THE ODDS 252 00:13:41,653 --> 00:13:45,322 OF TWO PEOPLE HAVING THE SAME BIRTHDAY? 253 00:13:45,322 --> 00:13:49,593 THERE ARE 365 POSSIBLE BIRTHDAYS. 254 00:13:49,594 --> 00:13:53,899 HALF OF 365 IS ABOUT 183. 255 00:13:53,899 --> 00:13:57,369 SO YOU MIGHT THINK YOU NEED 183 PEOPLE IN A ROOM 256 00:13:57,369 --> 00:13:59,504 BEFORE YOU HAVE A 50/50 CHANCE 257 00:13:59,504 --> 00:14:03,040 THAT TWO WILL HAVE THE SAME BIRTHDAY. 258 00:14:03,041 --> 00:14:07,079 IN FACT, YOU NEED JUST 23. 259 00:14:07,078 --> 00:14:09,280 IT'S A MATTER OF PAIRS. 260 00:14:09,280 --> 00:14:13,450 WITH 5 PEOPLE, YOU GET 10 POSSIBLE PAIRS. 261 00:14:13,451 --> 00:14:17,122 WITH 10, YOU GET 45 PAIRS. 262 00:14:17,121 --> 00:14:21,692 WITH 15, YOU GET 105 PARIS. 263 00:14:21,692 --> 00:14:24,763 BY THE TIME YOU GET 23 PEOPLE IN A ROOM, 264 00:14:24,763 --> 00:14:30,069 THERE ARE 253 DIFFERENT WAYS OF PAIRING TWO PEOPLE TOGETHER, 265 00:14:30,068 --> 00:14:32,469 GIVING YOU BETTER THAN EVEN ODDS 266 00:14:32,470 --> 00:14:36,173 TWO OF THEM WILL SHARE THE SAME BIRTHDAY. 267 00:14:36,173 --> 00:14:37,975 STILL CONFUSED? 268 00:14:37,975 --> 00:14:40,044 YOU'RE NOT ALONE. 269 00:14:40,044 --> 00:14:42,613 THERE'S SOME PSYCHOLOGICAL RESEARCH ON THE BIRTHDAY PROBLEM 270 00:14:42,614 --> 00:14:44,716 THAT SUGGESTS THAT FOR THESE KINDS OF PROBLEMS, 271 00:14:44,716 --> 00:14:47,585 PEOPLE DON'T RECOGNIZE THE COMBINATORIAL STRUCTURE -- 272 00:14:47,585 --> 00:14:49,354 THIS IDEA THAT THE NUMBER OF PAIRS INCREASES 273 00:14:49,354 --> 00:14:50,689 IN A WAY THAT'S NONLINEAR. 274 00:14:50,688 --> 00:14:52,623 SO PEOPLE SEEM TO INTUITIVELY EXPECT 275 00:14:52,624 --> 00:14:54,793 THAT THAT RELATIONSHIP INCREASES LINEARLY, 276 00:14:54,793 --> 00:14:56,661 THAT THE NUMBER OF PAIRS 277 00:14:56,660 --> 00:14:58,596 GOES AS SOMETHING LIKE THE NUMBER OF PEOPLE. 278 00:14:58,596 --> 00:15:00,465 AND SO, AS A CONSEQUENCE, WE'RE SURPRISED, 279 00:15:00,465 --> 00:15:01,800 BECAUSE THERE ARE MANY MORE OPPORTUNITIES 280 00:15:01,799 --> 00:15:04,068 FOR SOMETHING TO HAPPEN THAN WE REALIZE. 281 00:15:04,068 --> 00:15:08,807 Freeman: HUMANS SEE MEANINGFUL CONNECTIONS EVERYWHERE, 282 00:15:08,807 --> 00:15:11,442 BUT WE ARE THE ONES WHO GIVE THEM MEANING. 283 00:15:11,442 --> 00:15:16,381 GIVEN THE FACT THAT THERE ARE 7 BILLION PEOPLE ON EARTH, 284 00:15:16,381 --> 00:15:18,616 IT IS INEVITABLE MANY PEOPLE 285 00:15:18,616 --> 00:15:23,421 WILL EXPERIENCE WEIRD AND UNCANNY COINCIDENCES EVERY DAY. 286 00:15:23,422 --> 00:15:26,423 WITH A LARGE ENOUGH SAMPLE SIZE, 287 00:15:26,423 --> 00:15:30,095 JUST ABOUT ANY POSSIBLE COINCIDENCE WILL HAPPEN. 288 00:15:30,095 --> 00:15:31,930 Griffiths: ONE DEFINITION OF A COINCIDENCE 289 00:15:31,929 --> 00:15:34,598 IS A THING THAT HAPPENS WITH A ONE-IN-A-MILLION PROBABILITY. 290 00:15:34,599 --> 00:15:37,068 SO, IF YOU SAY AN EVENT CAN HAPPEN EVERY SECOND, 291 00:15:37,067 --> 00:15:39,170 WE'RE AWAKE FOR ABOUT EIGHT HOURS A DAY, 292 00:15:39,171 --> 00:15:40,405 IT SUGGESTS THAT YOU PROBABLY 293 00:15:40,404 --> 00:15:43,507 GET ABOUT ONE COINCIDENCE EVERY MONTH. 294 00:15:43,508 --> 00:15:44,910 Freeman: BY THAT DEFINITION, 295 00:15:44,909 --> 00:15:47,278 THE FACT THAT LAURA BUXTON'S BALLOON 296 00:15:47,278 --> 00:15:51,383 FOUND ITS WAY ACROSS BRITAIN TO A SECOND LAURA BUXTON 297 00:15:51,383 --> 00:15:53,852 IS A COINCIDENCE. 298 00:15:55,153 --> 00:15:57,656 BUT IT'S NOT MAGIC. 299 00:16:01,893 --> 00:16:05,797 OUR BRAINS LOOK FOR PATTERNS AND COINCIDENCES 300 00:16:05,797 --> 00:16:09,567 TO FORM THEORIES ABOUT HOW THE WORLD WORKS. 301 00:16:09,567 --> 00:16:12,736 SOMETIMES, WE DRAW THE WRONG CONCLUSIONS. 302 00:16:12,736 --> 00:16:17,175 BUT OTHER TIMES, SEEING PATTERNS IN COINCIDENCES 303 00:16:17,176 --> 00:16:20,012 OPENS UP WHOLE NEW WAYS OF THINKING. 304 00:16:20,011 --> 00:16:22,446 THAT SENSITIVITY TO PATTERNS 305 00:16:22,447 --> 00:16:24,448 NOT ONLY SOMETIMES LEADS US ASTRAY 306 00:16:24,448 --> 00:16:27,117 WHEN WE'RE TRYING TO THINK ABOUT THE CONSEQUENCES 307 00:16:27,118 --> 00:16:28,552 OF, WHAT COULD EXPLAIN 308 00:16:28,552 --> 00:16:30,889 HOW A CHILD COULD RELEASE A BALLOON IN ONE PLACE 309 00:16:30,889 --> 00:16:33,591 AND A CHILD WITH THE SAME NAME COULD CATCH IT IN ANOTHER? 310 00:16:33,591 --> 00:16:36,561 BUT THE KINDS OF COINCIDENCES THAT WE GET EXCITED ABOUT 311 00:16:36,561 --> 00:16:38,964 ARE OFTEN THINGS THAT ARE NOT JUST UNLIKELY, 312 00:16:38,964 --> 00:16:40,565 BUT ALSO SUGGEST THAT THERE MAY BE 313 00:16:40,565 --> 00:16:42,701 SOME OTHER KIND OF FORCE OF SYNCHRONICITY AT WORK 314 00:16:42,701 --> 00:16:45,403 THAT'S PRODUCING THOSE EVENTS IN THE WORLD. 315 00:16:45,403 --> 00:16:46,904 Freeman: THE WORLD IS FILLED 316 00:16:46,904 --> 00:16:50,107 WITH THE UNKNOWN AND THE UNCERTAIN. 317 00:16:50,107 --> 00:16:53,411 OUR BRAINS ARE BUILT TO TRY TO MAKE SENSE OF IT. 318 00:16:53,412 --> 00:16:57,882 SOME THINGS MAKE SENSE. SOME DON'T. 319 00:16:57,881 --> 00:17:00,885 BUT OF ALL THE MYSTERIES WE FACE, 320 00:17:00,885 --> 00:17:03,387 ONE LOOMS ABOVE THEM ALL -- 321 00:17:03,388 --> 00:17:06,525 WHEN WILL OUR LUCK RUN OUT? 322 00:17:06,525 --> 00:17:08,826 THIS MAN SAYS WE CAN HARNESS 323 00:17:08,826 --> 00:17:12,096 OUR GROWING UNDERSTANDING OF LUCK AND PROBABILITY 324 00:17:12,096 --> 00:17:16,167 AND USE IT TO BEAT BACK THE SPECTER OF DEATH. 325 00:17:19,103 --> 00:17:22,007 IF WE CHOOSE TO BELIVE IN LUCK, 326 00:17:22,007 --> 00:17:25,878 THEN WE MUST ALSO ACCEPT ITS DARK SIDE. 327 00:17:25,877 --> 00:17:29,913 ANY ONE OF US COULD BE SECONDS AWAY FROM DEATH. 328 00:17:29,913 --> 00:17:34,085 MOST WANT TO POSTPONE THAT MOMENT AS LONG AS POSSIBLE. 329 00:17:34,085 --> 00:17:37,956 WE MAY TRY TO EAT BETTER, EXERCISE, AND AVOID RISK, 330 00:17:37,955 --> 00:17:41,025 BUT DOES IT MAKE A DIFFERENCE? 331 00:17:41,026 --> 00:17:45,798 OR ARE WE ALL AT THE MERCY OF BAD LUCK? 332 00:17:49,800 --> 00:17:53,037 DAVID SPIEGELHALTER IS A PROFESSOR OF MATHEMATICS 333 00:17:53,037 --> 00:17:55,807 AT THE UNIVERSITY OF CAMBRIDGE. 334 00:17:55,807 --> 00:17:58,043 HE IS A GURU OF STATISTICS 335 00:17:58,042 --> 00:18:02,112 OR, YOU MIGHT SAY, A PRINCE OF PROBABILITY. 336 00:18:02,113 --> 00:18:04,916 PROBABILITY'S A REALLY TRICKY SUBJECT. 337 00:18:04,915 --> 00:18:06,617 PEOPLE FIND IT UNINTUITIVE AND DIFFICULT, 338 00:18:06,617 --> 00:18:09,653 AND THAT'S BECAUSE, I THINK, IT IS UNINTUITIVE AND DIFFICULT. 339 00:18:09,653 --> 00:18:12,723 BUT IT'S REALLY WORTH STRUGGLING TO TRY TO WORK OUT 340 00:18:12,723 --> 00:18:14,393 THE APPROXIMATE ROUGH ANSWER 341 00:18:14,393 --> 00:18:16,995 TO THINGS THAT MIGHT HAPPEN IN THE FUTURE. 342 00:18:16,994 --> 00:18:22,199 Freeman: DAVID FEELS MODERN SOCIETY OVERREACTS TO BAD LUCK. 343 00:18:22,200 --> 00:18:26,871 UNUSUAL EVENTS WILL GET A GREAT DEAL OF MEDIA COVERAGE, 344 00:18:26,871 --> 00:18:30,809 WHICH CAN MAKE PEOPLE BELIEVE RIDING A BICYCLE WILL KILL YOU. 345 00:18:30,808 --> 00:18:32,844 Spiegelhalter: I THINK THE PROBLEM IS 346 00:18:32,844 --> 00:18:35,212 THAT WHEN WE READ THE NEWSPAPERS OR TURN ON THE TELEVISION, 347 00:18:35,212 --> 00:18:37,481 WE HEAR ABOUT THESE TERRIBLE THINGS TO HAPPEN TO PEOPLE. 348 00:18:37,481 --> 00:18:39,350 BUT OF COURSE, WE DON'T HEAR ABOUT 349 00:18:39,351 --> 00:18:40,718 THE TIMES IT DIDN'T HAPPEN, 350 00:18:40,718 --> 00:18:42,187 ALL THE PEOPLE IT DIDN'T HAPPEN TO, 351 00:18:42,186 --> 00:18:44,288 'CAUSE THAT WOULD MAKE A VERY BORING STORY, YOU KNOW -- 352 00:18:44,288 --> 00:18:47,392 "A MILLION KIDS WENT TO SCHOOL TODAY AND NOBODY GOT HURT" -- 353 00:18:47,392 --> 00:18:50,929 SO YOU CAN'T PUT THAT ON THE FRONT PAGE OF THE NEWSPAPER. 354 00:18:50,929 --> 00:18:53,832 Freeman: UNUSUAL DEATHS MAKE THE NEWS 355 00:18:53,832 --> 00:18:56,935 BECAUSE OUR FATES SEEM SO UNPREDICTABLE. 356 00:18:56,934 --> 00:19:01,038 HOWEVER, BY LOOKING AT AVERAGE LIFE SPANS, 357 00:19:01,038 --> 00:19:03,206 DAVID CAN MAKE A PRETTY GOOD GUESS 358 00:19:03,207 --> 00:19:05,510 ABOUT WHEN YOU'RE GOING TO DIE. 359 00:19:05,509 --> 00:19:07,644 Spiegelhalter: WHEN I WAS BORN IN THE EARLY 50's, 360 00:19:07,644 --> 00:19:12,317 I THINK I COULD HAVE EXPECTED TO LIVE MAYBE INTO MY 70s. 361 00:19:12,317 --> 00:19:16,121 BUT NOW, BECAUSE OF THE INCREASES IN SAFETY, 362 00:19:16,121 --> 00:19:17,822 IMPROVEMENTS IN HEALTHCARE, 363 00:19:17,821 --> 00:19:20,190 YOU KNOW, I CAN EXPECT TO LIVE, ON AVERAGE, TILL I'M ABOUT 82. 364 00:19:20,191 --> 00:19:22,994 AS YOU GET OLDER, YOUR LIFE EXPECTANCY INCREASES 365 00:19:22,993 --> 00:19:24,695 BY ABOUT THREE MONTHS EVERY YEAR. 366 00:19:24,695 --> 00:19:26,630 IT'S QUITE INCREDIBLE THAT EVERY YEAR, 367 00:19:26,631 --> 00:19:29,534 LIFE EXPECTANCY GOES UP, ON AVERAGE, BY THREE MONTHS, 368 00:19:29,534 --> 00:19:32,671 AND IT'S BEEN HAPPENING LIKE THAT FOR DECADES. 369 00:19:35,606 --> 00:19:39,176 OF COURSE, HOW I LIVE MY LIFE WILL AFFECT 370 00:19:39,176 --> 00:19:42,580 WHETHER I'M GOING TO GO BEYOND THE 82 OR NOT MAKE THE 82. 371 00:19:42,580 --> 00:19:43,947 IF I SMOKE, 372 00:19:43,948 --> 00:19:46,951 THERE'S A VERY GOOD CHANCE I WON'T MAKE IT THAT LONG. 373 00:19:46,951 --> 00:19:51,455 Freeman: TWO CIGARETTES WILL COST YOU HALF AN HOUR OF LIFE. 374 00:19:51,455 --> 00:19:55,660 THE AVERAGE SMOKER GOES THROUGH 20 A DAY, 375 00:19:55,661 --> 00:20:04,903 SO THEY LOSE FIVE HOURS EVERY DAY, OR 1,825 HOURS A YEAR. 376 00:20:04,903 --> 00:20:09,775 OF COURSE, YOU CAN DO THINGS TO EXTEND YOUR LIFE. 377 00:20:09,775 --> 00:20:12,644 EACH REGULAR RUN OF HALF AN HOUR 378 00:20:12,644 --> 00:20:16,012 WILL HELP YOU GAIN HALF AN HOUR OF LIFE, 379 00:20:16,012 --> 00:20:20,384 BUT YOU WILL HAVE SPENT THOSE HALF HOURS RUNNING. 380 00:20:20,384 --> 00:20:23,922 LIFESTYLE WILL AFFECT HOW LONG WE LIVE, 381 00:20:23,922 --> 00:20:27,025 BUT IT'S WORTH BEARING IN MIND 382 00:20:27,025 --> 00:20:30,728 THAT A LOT OF STATISTICS ARE TAKEN OUT OF CONTEXT. 383 00:20:30,728 --> 00:20:33,998 EATING A BACON SANDWICH EVERY DAY OF YOUR LIFE 384 00:20:33,998 --> 00:20:37,701 IS SUPPOSED TO INCREASE YOUR RISK OF BOWEL CANCER BY 20%. 385 00:20:37,701 --> 00:20:39,136 BUT AROUND 5 IN 100 PEOPLE 386 00:20:39,136 --> 00:20:41,806 WILL GET BOWEL CANCER, ANYWAY, IN THEIR LIFETIME. 387 00:20:41,806 --> 00:20:44,042 SO THAT MEANS THAT IF ALL THOSE 100 388 00:20:44,041 --> 00:20:48,145 ATE A BACON SANDWICH EVERY DAY, THAT FIVE WOULD GO UP TO SIX. 389 00:20:48,145 --> 00:20:50,347 SO, THAT'S ONLY 1 IN 100 EXTRA. 390 00:20:50,347 --> 00:20:52,549 THAT DOESN'T SEEM QUITE SO BAD. 391 00:20:52,549 --> 00:20:55,152 SO, I THINK I'M GONNA HAVE AN OCCASIONAL BACON SANDWICH. 392 00:20:55,152 --> 00:20:59,790 Freeman: LIVING RIGHT IMPROVES YOUR ODDS OF SURVIVAL, 393 00:20:59,790 --> 00:21:05,129 BUT THERE IS NO GUARANTEE YOU WON'T DIE TOMORROW. 394 00:21:08,365 --> 00:21:13,237 WITH EVERY PASSING YEAR, DAVID'S RISK OF DYING GROWS. 395 00:21:13,237 --> 00:21:15,273 SO HOW SHOULD HE LIVE HIS LIFE, 396 00:21:15,272 --> 00:21:19,376 KNOWING RANDOM CHANCE COULD END IT AT ANY MOMENT? 397 00:21:19,376 --> 00:21:21,413 SHOULD HE LIVE FOR TODAY, 398 00:21:21,413 --> 00:21:26,484 OR SEAL HIMSELF OFF FROM EVERY POSSIBLE DANGER? 399 00:21:26,484 --> 00:21:29,052 DAVID GRAPPLES WITH THIS PROBLEM 400 00:21:29,053 --> 00:21:32,156 USING A MEASUREMENT CALLED THE MICROMORT -- 401 00:21:32,155 --> 00:21:35,393 LITERALLY MEANING "A SMALL UNIT OF DEATH." 402 00:21:35,393 --> 00:21:37,327 ONE MICROMORT EQUALS 403 00:21:37,327 --> 00:21:40,132 A ONE-IN-A-MILLION CHANCE OF DYING. 404 00:21:40,132 --> 00:21:41,865 YOU KNOW, OVER MY LIFETIME, 405 00:21:41,865 --> 00:21:45,302 IS I'VE GOT ABOUT A MICROMORT RISK OF AN ASTEROID KILLING ME. 406 00:21:45,303 --> 00:21:50,041 BUT IT'S ABOUT MY DAILY QUANTITY OF RISK, JUST FROM ALL CAUSES -- 407 00:21:50,040 --> 00:21:52,644 YOU KNOW, FROM FALLING OFF A LADDER 408 00:21:52,644 --> 00:21:55,645 OR GETTING RUN OVER OR SOMETHING LIKE THAT. 409 00:21:55,645 --> 00:21:57,048 Freeman: DAVID CALCULATES 410 00:21:57,048 --> 00:21:59,717 THE CHANCE OF DYING IF YOU RIDE A HORSE 411 00:21:59,717 --> 00:22:02,086 IS HALF A MICROMORT. 412 00:22:02,086 --> 00:22:05,856 HANG GLIDING IS EIGHT MICROMORTS. 413 00:22:05,856 --> 00:22:09,426 CLIMBING A MOUNTAIN ABOVE 23,000 FEET 414 00:22:09,426 --> 00:22:13,497 IS 43,000 MICROMORTS. 415 00:22:13,498 --> 00:22:17,169 SO, AT WHAT POINT IS IT WORTH THE RISK? 416 00:22:18,769 --> 00:22:21,405 IT MAY DEPEND ON HOW OLD YOU ARE. 417 00:22:21,405 --> 00:22:25,509 THE AVERAGE 18-YEAR-OLD HAS A 500-MICROMORT CHANCE 418 00:22:25,509 --> 00:22:28,646 OF DYING IN THE NEXT 12 MONTHS, 419 00:22:28,646 --> 00:22:32,983 BUT DAVID'S ODDS OF DYING ARE 14 TIMES HIGHER, 420 00:22:32,983 --> 00:22:36,987 THEREFORE HE MIGHT AS WELL TAKE MORE RISKS. 421 00:22:36,988 --> 00:22:39,856 WHETHER YOU TAKE WILD CHANCES 422 00:22:39,856 --> 00:22:42,826 OR CAREFULLY CALCULATE YOUR EVERY MOVE, 423 00:22:42,826 --> 00:22:46,163 YOU ARE ALWAYS AT THE MERCY OF BAD LUCK. 424 00:22:48,732 --> 00:22:53,104 JUST DRIVING PUTS YOU AT A 40-MICROMORT RISK EVERY YEAR. 425 00:22:53,104 --> 00:22:57,075 WE CAN'T PREDICT WHAT'S GONNA HAPPEN, AND SO IN A SENSE, 426 00:22:57,075 --> 00:22:59,844 WE'RE OPEN TO CHANCE, THINGS THAT WE JUST DON'T KNOW. 427 00:22:59,844 --> 00:23:01,946 WE CAN'T ESCAPE IT, BUT WE CAN TRY TO LIVE WITH IT. 428 00:23:01,945 --> 00:23:03,513 IN FACT, I THINK WE QUITE ENJOY IT. 429 00:23:03,513 --> 00:23:04,682 WE DON'T WANT TO KNOW 430 00:23:04,682 --> 00:23:06,217 EXACTLY WHAT'S GONNA HAPPEN IN THE FUTURE. 431 00:23:06,217 --> 00:23:08,153 THAT WOULD BE PRETTY MISERABLE. 432 00:23:11,222 --> 00:23:12,990 LUCK. 433 00:23:12,990 --> 00:23:17,162 IT PLAYS A CRUCIAL ROLE IN THE COURSE OF OUR LIVES. 434 00:23:17,162 --> 00:23:20,530 BUT IT CAN RUN DEEPER THAN WE THINK. 435 00:23:20,530 --> 00:23:23,801 WE MAY LITERALLY BE MADE FROM IT. 436 00:23:23,801 --> 00:23:29,273 PERHAPS LUCK IS BUILT INTO OUR DNA. 437 00:23:32,876 --> 00:23:34,945 EVERY LIVING THING 438 00:23:34,945 --> 00:23:38,448 IS MADE OF CELLS THAT FOLLOW GENETIC PROGRAMS. 439 00:23:38,449 --> 00:23:40,285 THOSE PROGRAMS TELL CELLS 440 00:23:40,285 --> 00:23:44,689 HOW TO MAKE THINGS LIKE TREES, ARMS, LEGS. 441 00:23:44,689 --> 00:23:47,258 THIS IS THE MIRACLE OF LIFE. 442 00:23:47,258 --> 00:23:49,360 FROM TINY BITS OF DNA 443 00:23:49,359 --> 00:23:54,799 EMERGES THE ELEGANCE, ORDER, AND BEAUTY OF THE NATURAL WORLD. 444 00:23:54,799 --> 00:24:00,471 BUT INSIDE OF ALL LIVING THINGS, THERE IS AN ELEMENT OF CHAOS, 445 00:24:00,471 --> 00:24:04,776 A TWIST OF LUCK THAT MAKES LIFE ITSELF POSSIBLE. 446 00:24:10,848 --> 00:24:14,118 MICHAEL ELOWITZ IS A PROFESSOR OF BIOLOGY, 447 00:24:14,118 --> 00:24:16,721 BIO-ENGINEERING, AND APPLIED PHYSICS 448 00:24:16,721 --> 00:24:19,958 AT THE CALIFORNIA INSTITUTE OF TECHNOLOGY. 449 00:24:19,958 --> 00:24:21,860 Elowitz: SO, OUR BODIES ARE COMPOSED 450 00:24:21,859 --> 00:24:23,827 OF TRILLIONS OF INDIVIDUAL, LIVING CELLS. 451 00:24:23,827 --> 00:24:26,763 NORMALLY, WE THINK OF THOSE CELLS AS LITTLE MACHINES 452 00:24:26,763 --> 00:24:28,598 THAT SENSE WHAT'S AROUND THEM 453 00:24:28,598 --> 00:24:30,835 AND RESPOND AT THE RIGHT WAY AT THE RIGHT TIME. 454 00:24:30,835 --> 00:24:32,870 BUT WHAT IF CELLS DON'T OPERATE LIKE THAT? 455 00:24:32,869 --> 00:24:34,673 WHAT IF THEY'RE NOT LIKE MECHANICAL DEVICES 456 00:24:34,673 --> 00:24:37,141 THAT ALWAYS OPERATE IN A PREDICTABLE WAY. 457 00:24:37,141 --> 00:24:38,808 WHAT IF WHAT CELLS ARE REALLY DOING 458 00:24:38,808 --> 00:24:41,078 IS EFFECTIVELY ROLLING THE DICE TO FIGURE OUT 459 00:24:41,078 --> 00:24:43,781 HOW THEY'RE GONNA RESPOND TO ANY PARTICULAR SITUATION? 460 00:24:45,717 --> 00:24:48,019 Freeman: CELLS CONTAIN GENES, 461 00:24:48,019 --> 00:24:52,222 AND GENES REGULATE THE PRODUCTION OF PROTEINS. 462 00:24:52,222 --> 00:24:55,125 PROTEINS ARE WHAT MAKE CELLS FUNCTION 463 00:24:55,125 --> 00:24:57,261 AND BEHAVE IN DIFFERENT WAYS. 464 00:24:57,261 --> 00:25:00,298 ONLY RECENTLY HAS ANYONE BEEN ABLE TO SEE 465 00:25:00,298 --> 00:25:02,767 HOW THIS PROCESS WORKS. 466 00:25:02,767 --> 00:25:07,205 FOR THAT, WE CAN THANK A JELLYFISH. 467 00:25:07,204 --> 00:25:10,540 JELLYFISH CONTAIN FLUORESCENT PROTEIN GENES -- 468 00:25:10,540 --> 00:25:12,676 GENES THAT LIGHT UP. 469 00:25:12,676 --> 00:25:15,211 MICHAEL AND HIS TEAM HAVE BEEN TAKING 470 00:25:15,211 --> 00:25:17,914 THESE FLUORESCENT GENES OUT OF JELLYFISH 471 00:25:17,914 --> 00:25:20,984 AND PUTTING THEM INTO OTHER CELLS IN THE LAB. 472 00:25:20,984 --> 00:25:24,621 NOW HE CAN WATCH THE GENES TURN ON AND OFF. 473 00:25:24,622 --> 00:25:27,491 WHAT THIS MICROSCOPE DOES IS IT GOES FROM PLACE TO PLACE 474 00:25:27,491 --> 00:25:29,259 AND IT TAKES PICTURES OF THESE CELLS, 475 00:25:29,259 --> 00:25:31,563 AND IT TAKES A PICTURE OF THE BLUE PROTEIN, THE RED PROTEIN, 476 00:25:31,563 --> 00:25:33,064 AND THE GREEN PROTEIN AT EACH PLACE. 477 00:25:33,064 --> 00:25:36,634 AND WHAT WE DO IS WE KEEP TAKING THESE IMAGES OVER AND OVER AGAIN 478 00:25:36,634 --> 00:25:40,104 AS EACH CELL GROWS AND DIVIDES, FORMING LITTLE MICRO-COLONIES. 479 00:25:40,104 --> 00:25:42,072 WE TAKE ALL THESE IMAGES, AT THE END, 480 00:25:42,071 --> 00:25:44,741 AND WE STITCH THEM TOGETHER INTO TIME-LAPSE MOVIES. 481 00:25:44,741 --> 00:25:45,876 AND IN THOSE MOVIES, 482 00:25:45,876 --> 00:25:47,544 WE CAN FOLLOW WHEN EACH OF THESE GENES 483 00:25:47,545 --> 00:25:49,380 IS BEING TURNED ON AND OFF AND ON AND OFF, 484 00:25:49,380 --> 00:25:52,149 AGAIN AND AGAIN AND AGAIN. 485 00:25:52,148 --> 00:25:56,619 Freeman: THE CELLS MICHAEL CREATES ARE CLONES. 486 00:25:56,619 --> 00:25:58,589 THEY SHOULD ALL BEHAVE 487 00:25:58,589 --> 00:26:02,659 IN EXACTLY THE SAME WAY AT THE SAME TIME. 488 00:26:02,660 --> 00:26:08,032 SO, THESE CELLS SHOULD ALL CHANGE COLOR IN UNISON. 489 00:26:08,031 --> 00:26:09,900 BUT THEY DON'T. 490 00:26:09,901 --> 00:26:11,603 MICHAEL AND HIS TEAM 491 00:26:11,603 --> 00:26:15,006 ARE CONDUCTING HUNDREDS OF EXPERIMENTS TO FIND OUT WHY. 492 00:26:15,006 --> 00:26:17,408 THEY ARE STUDYING THE INNER WORKINGS 493 00:26:17,407 --> 00:26:20,310 OF MANY DIFFERENT TYPES OF CELLS. 494 00:26:20,310 --> 00:26:24,081 Elowitz: WE BUILT A STRAIN OF E. COLI THAT HAD TWO COLORS IN IT. 495 00:26:24,082 --> 00:26:25,950 BOTH OF THESE COLORED PROTEINS 496 00:26:25,950 --> 00:26:28,086 ARE EXPRESSED IN VERY SIMILAR GENES -- 497 00:26:28,086 --> 00:26:30,121 THE CELL CAN'T REALLY TELL THE DIFFERENCE. 498 00:26:30,121 --> 00:26:31,322 IF IT'S GONNA TURN ONE ON, 499 00:26:31,321 --> 00:26:33,390 IT OUGHT TO TURN THE OTHER ONE ON, AS WELL. 500 00:26:33,391 --> 00:26:35,226 HERE'S A PICTURE WHERE YOU CAN SEE 501 00:26:35,226 --> 00:26:37,929 HOW MUCH OF ONE OF THOSE TWO PROTEINS WAS EXPRESSED, 502 00:26:37,929 --> 00:26:39,530 AND HERE'S A PICTURE SHOWING YOU 503 00:26:39,529 --> 00:26:41,833 HOW MUCH OF THE OTHER PROTEIN WAS EXPRESSED. 504 00:26:41,833 --> 00:26:43,534 WHAT WAS REALLY STRIKING IS THAT 505 00:26:43,534 --> 00:26:46,237 IF YOU FLIP BACK AND FORTH BETWEEN THESE PICTURES, 506 00:26:46,237 --> 00:26:48,439 YOU CAN SEE THAT SOME CELLS ARE MAKING 507 00:26:48,439 --> 00:26:50,807 A LOT MORE OF ONE PROTEIN THAN THE OTHER. 508 00:26:50,807 --> 00:26:54,378 Freeman: WHEN THE RED AND GREEN CHANNELS ARE COMBINED, 509 00:26:54,378 --> 00:26:57,514 YOU GET THIS -- RANDOMNESS. 510 00:26:57,515 --> 00:26:59,517 EVEN THOUGH THE GREEN AND RED GENES 511 00:26:59,517 --> 00:27:01,986 ARE CONTROLLED THE EXACT SAME WAY, 512 00:27:01,986 --> 00:27:07,692 THEY EXPRESS THEMSELVES AT DIFFERENT TIMES RANDOMLY. 513 00:27:09,326 --> 00:27:12,463 MICHAEL DISCOVERED THE INNER WORKINGS OF CELLS 514 00:27:12,463 --> 00:27:15,732 ARE NOT ORDERLY, PRECISE, AND MACHINE-LIKE. 515 00:27:15,732 --> 00:27:19,503 IN FACT, IT'S A MATTER OF LUCK. 516 00:27:19,503 --> 00:27:22,173 Elowitz: THESE PROTEINS DON'T TRICKLE OUT AT A CONSTANT RATE 517 00:27:22,173 --> 00:27:23,575 WHEN THE CELL TURNS ON A GENE. 518 00:27:23,575 --> 00:27:25,009 THEY COME OUT IN BIG BURSTS. 519 00:27:25,009 --> 00:27:26,309 [ IMITATES EXPLOSIONS ] 520 00:27:26,309 --> 00:27:28,413 YOU GET TONS OF PROTEINS BEING PRODUCED AT ONCE, 521 00:27:28,413 --> 00:27:31,048 AND THEN NOTHING [WHOOSHES] SILENCE FOR A LONG TIME. 522 00:27:31,048 --> 00:27:32,349 THESE BURSTS ARE RANDOM. 523 00:27:32,349 --> 00:27:34,417 THEY COME OUT AT UNPREDICTABLE TIMES. 524 00:27:34,417 --> 00:27:36,219 EVEN THE CELL ITSELF CAN'T CONTROL 525 00:27:36,220 --> 00:27:39,423 EXACTLY WHEN PROTEINS ARE BEING PRODUCED. 526 00:27:39,423 --> 00:27:43,827 Freeman: THIS MESSINESS IS SEEN IN CELLS FROM ALL SORTS OF CREATURES. 527 00:27:43,827 --> 00:27:48,331 IT SEEMS TO BE A FUNDAMENTAL PART OF HOW DNA FUNCTIONS. 528 00:27:48,332 --> 00:27:49,667 THE COLOR OF YOUR EYES 529 00:27:49,666 --> 00:27:52,269 OR WHETHER YOU GET A CERTAIN DEADLY DISEASE 530 00:27:52,269 --> 00:27:58,342 MAY COME DOWN TO HEREDITY PLUS RANDOMNESS. 531 00:27:58,342 --> 00:27:59,878 [ KEYBOARD CLACKING ] 532 00:27:59,877 --> 00:28:03,280 MICHAEL BELIEVES THIS CELLULAR UNPREDICTABILITY 533 00:28:03,280 --> 00:28:06,617 EXISTS FOR THE MOST BASIC OF REASONS -- 534 00:28:06,617 --> 00:28:08,586 SURVIVAL. 535 00:28:08,586 --> 00:28:10,921 Elowitz: FOR CELLS, THESE ARE LIFE-OR-DEATH PROBLEMS. 536 00:28:10,921 --> 00:28:13,458 IF THEY CHOOSE TO EXPRESS THE WRONG SET OF GENES, 537 00:28:13,458 --> 00:28:14,525 THEY'RE GONNA DIE. 538 00:28:14,525 --> 00:28:15,960 WHAT'S IMPORTANT FOR THEM 539 00:28:15,960 --> 00:28:18,194 IS TO SURVIVE AT LEAST AS A POPULATION. 540 00:28:18,194 --> 00:28:19,596 AS A POPULATION, THEY CAN GUARANTEE 541 00:28:19,596 --> 00:28:21,397 THAT THEY'RE GONNA SURVIVE BY HAVING SOME CELLS 542 00:28:21,397 --> 00:28:23,466 DO ONE THING AND SOME CELLS DO SOMETHING ELSE 543 00:28:23,467 --> 00:28:25,937 AND HOPING THAT AT LEAST PART OF THE POPULATION 544 00:28:25,936 --> 00:28:28,071 DOES THE RIGHT THING AT THE RIGHT TIME. 545 00:28:28,071 --> 00:28:31,074 SO ANY STRATEGY WHICH ALL THE CELLS DO THE SAME THING 546 00:28:31,075 --> 00:28:32,710 IS VERY, VERY RISKY. 547 00:28:32,710 --> 00:28:34,444 IT'S A LITTLE BIT LIKE GOING TO THE HORSE RACES 548 00:28:34,444 --> 00:28:36,579 AND SAYING YOU'RE GONNA PUT ALL YOUR MONEY ON ONE HORSE. 549 00:28:36,579 --> 00:28:38,316 IT MAY PAY OFF VERY WELL, 550 00:28:38,316 --> 00:28:40,751 BUT IT ALSO COULD HAVE A VERY BIG DOWNSIDE AND WIPE YOU OUT. 551 00:28:40,751 --> 00:28:43,086 SO IT CAN BE MUCH MORE ADVANTAGEOUS TO SPREAD THE RISK 552 00:28:43,086 --> 00:28:44,588 ACROSS MANY DIFFERENT STRATEGIES. 553 00:28:44,588 --> 00:28:45,822 [ HORSE WHINNIES ] 554 00:28:45,823 --> 00:28:49,493 Freeman: IT SEEMS... LIFE IS NOT JUST FOLLOWING 555 00:28:49,492 --> 00:28:53,230 THE LOGICAL INSTRUCTIONS OF ITS GENETIC SOFTWARE. 556 00:28:53,230 --> 00:28:57,233 RANDOMNESS IS BUILT INTO NATURE'S PROGRAM. 557 00:28:57,233 --> 00:28:58,735 LUCK AND CHANCE ARE NOT JUST REAL. 558 00:28:58,736 --> 00:29:01,773 LIFE AS WE KNOW IT REALLY WOULDN'T FUNCTION WITHOUT THEM. 559 00:29:01,772 --> 00:29:05,175 Freeman: LUCK IS PART OF OUR BIOLOGY. 560 00:29:05,175 --> 00:29:08,812 BUT RANDOM CHANCE MAY RUN EVEN DEEPER THAN THAT. 561 00:29:08,813 --> 00:29:12,416 GENETIC MOLECULES ARE MADE UP OF ATOMS, 562 00:29:12,415 --> 00:29:14,551 AND SUB-ATOMIC PARTICLES 563 00:29:14,551 --> 00:29:18,521 UNDERGO COUNTLESS INTERACTIONS EVER NANOSECOND. 564 00:29:18,521 --> 00:29:20,656 THE TRUE FACE OF LUCK 565 00:29:20,656 --> 00:29:24,095 MAY BE HIDDEN DEEP DOWN IN THE MYSTERIOUS QUANTUM WORLD. 566 00:29:27,632 --> 00:29:33,738 THE SUBATOMIC WORLD IS A WORLD OF...UNCERTAINTY. 567 00:29:33,738 --> 00:29:36,140 QUANTUM OBJECTS, LIKE ELECTRONS, 568 00:29:36,140 --> 00:29:39,109 CAN BE IN MANY PLACES AT ONCE... 569 00:29:39,108 --> 00:29:41,945 UNTIL WE MEASURE THEM. 570 00:29:41,945 --> 00:29:43,580 OUR ENTIRE UNIVERSE 571 00:29:43,580 --> 00:29:46,482 IS CONSTRUCTED FROM QUANTUM PARTICLES. 572 00:29:46,482 --> 00:29:49,486 SO DOES REALITY DEPEND ON 573 00:29:49,487 --> 00:29:53,758 SOMETHING AS FICKLE AS WHEN WE HAPPEN TO LOOK AT IT? 574 00:29:56,426 --> 00:30:01,398 WHAT IS YOU KNEW HOW EVERY FLIP OF A COIN WAS GOING TO TURN OUT? 575 00:30:01,398 --> 00:30:04,234 IT WOULD REMOVE THE ELEMENT OF LUCK. 576 00:30:04,234 --> 00:30:07,471 YOU WOULD ALWAYS BE CERTAIN OF EVERY OUTCOME. 577 00:30:07,471 --> 00:30:10,941 BUT ACCORDING TO ANDREAS ALBRECHT, 578 00:30:10,941 --> 00:30:13,877 THE CHAIRMAN OF THE PHYSICS DEPARTMENT AT UC DAVIS, 579 00:30:13,877 --> 00:30:17,048 NATURE WILL NOT PERMIT THAT. 580 00:30:17,048 --> 00:30:20,951 ANDREAS IS ONE OF THE FOUNDERS OF INFLATION THEORY, 581 00:30:20,951 --> 00:30:24,721 WHICH EXPLAINS THE ORIGIN OF THE UNIVERSE. 582 00:30:24,721 --> 00:30:26,824 BUT THOUGH HE THINKS BIG, 583 00:30:26,824 --> 00:30:29,660 HE BELIEVES ALL PROBLEMS CAN BE REDUCED 584 00:30:29,660 --> 00:30:33,331 TO THE TINY SIZE OF A QUANTUM PARTICLE. 585 00:30:33,330 --> 00:30:35,832 Albrecht: FROM A PHYSICIST'S POINT OF VIEW, 586 00:30:35,833 --> 00:30:36,934 LUCK IS VERY REAL. 587 00:30:36,933 --> 00:30:38,635 IT'S REAL BECAUSE 588 00:30:38,635 --> 00:30:41,839 UNDERLYING EVERYTHING AROUND US IS QUANTUM MECHANICS. 589 00:30:41,839 --> 00:30:45,141 RANDOMNESS IS PART OF HOW EVERY ATOM, 590 00:30:45,142 --> 00:30:46,978 HOW EVERY MOLECULE, OPERATES. 591 00:30:46,978 --> 00:30:49,846 YOU KNOW, I THINK, "OH, IF I JUST KNOW THE POSITION EXACTLY, 592 00:30:49,846 --> 00:30:52,115 "IF I JUST KNOW ENOUGH, 593 00:30:52,115 --> 00:30:55,485 THEN NOTHING IS RANDOM AND EVERYTHING CAN BE DETERMINED." 594 00:30:55,486 --> 00:30:58,523 BUT QUANTUM THEORY SAYS "NO." 595 00:30:58,522 --> 00:31:02,326 Freeman: FOR EXAMPLE, THAT COIN FLIP. 596 00:31:02,326 --> 00:31:04,327 IMAGINE YOU KNEW THE POSITION 597 00:31:04,327 --> 00:31:06,931 OF EVERY MOLECULE IN THE AIR AND IN YOUR BODY -- 598 00:31:06,931 --> 00:31:12,403 EVERY PHYSICAL DETAIL THAT MIGHT EFFECT THE OUTCOME OF THE TOSS. 599 00:31:12,403 --> 00:31:15,072 Albrecht: A COIN FLIP -- THERE'S A LOT OF DIFFERENT THINGS COORDINATING. 600 00:31:15,071 --> 00:31:17,774 YOUR MOTION OF YOUR HAND, THE MOTION OF YOUR THUMB, 601 00:31:17,775 --> 00:31:20,311 YOUR REFLEXES, AND YOUR NEURONS. 602 00:31:20,310 --> 00:31:22,178 YOU ZOOM INTO THOSE NEURONS, 603 00:31:22,179 --> 00:31:25,115 AND YOU FIND YOUR REFLEXES IN THE NEURONS 604 00:31:25,115 --> 00:31:28,152 DEPEND ON POLYPEPTIDES THAT ARE BUMPING AROUND 605 00:31:28,152 --> 00:31:30,321 WITHIN THE WATER IN YOUR NEURON. 606 00:31:30,320 --> 00:31:32,923 NOW, THEY'RE BUMPING AROUND WITH ALL THIS WATER. 607 00:31:32,923 --> 00:31:34,324 SOME BUMP IN, SOME BUMP OUT. 608 00:31:34,324 --> 00:31:37,795 AND THE ORIGIN OF THAT RANDOMNESS IS QUANTUM PHYSICS. 609 00:31:41,465 --> 00:31:43,800 Freeman: IN A BACK-OF-THE-ENVELOPE CALCULATION 610 00:31:43,800 --> 00:31:46,670 THAT ESTIMATES COIN SIZE, SPEED, 611 00:31:46,671 --> 00:31:49,306 AND NEUROTRANSMITTER UNCERTAINTY, 612 00:31:49,306 --> 00:31:53,177 ANDREAS CAN SHOW THIS QUANTUM SEQUENCE OF THE EVENTS 613 00:31:53,176 --> 00:31:57,480 CAN GIVE THE SAME PROBABILITY OF THROWING A HEAD OR TAIL 614 00:31:57,480 --> 00:32:00,984 AS THE CONVENTIONAL CALCULATION -- ONE-HALF. 615 00:32:00,984 --> 00:32:04,554 YOU CAN NEVER BE CERTAIN WHICH WAY IT WILL FALL. 616 00:32:04,555 --> 00:32:08,426 Albrecht: DOWN THERE WITH THE MOLECULES IS QUANTUM UNCERTAINTY 617 00:32:08,425 --> 00:32:11,095 THAT YOU'LL NEVER GET RID OF, NO MATTER HOW MUCH YOU KNOW. 618 00:32:11,095 --> 00:32:13,163 AND THAT'S LEADING TO THE FLIP OF THE COIN, 619 00:32:13,163 --> 00:32:14,765 AND THAT'S LEADING TO YOUR LUCK. 620 00:32:14,765 --> 00:32:17,801 Freeman: QUANTUM UNCERTAINTY 621 00:32:17,800 --> 00:32:20,169 IS BUILT INTO EVERYTHING, 622 00:32:20,170 --> 00:32:23,841 INCLUDING YOU, ME, AND ALL THE FISH IN THE SEA. 623 00:32:23,840 --> 00:32:27,343 BUT FOR PHYSICISTS, THIS IS A BIG PROBLEM -- 624 00:32:27,344 --> 00:32:29,547 A UNIVERSE-SIZED PROBLEM. 625 00:32:29,547 --> 00:32:32,348 QUANTUM UNCERTAINTY JUST DOESN'T AGREE 626 00:32:32,348 --> 00:32:36,386 WITH OUR UNDERSTANDING OF THE LARGE-SCALE UNIVERSE. 627 00:32:36,386 --> 00:32:40,090 INFLATION THEORY, THE THEORY ANDREAS HELPED INVENT, 628 00:32:40,090 --> 00:32:43,593 RUNS FACE-FIRST INTO A QUANTUM WALL. 629 00:32:43,594 --> 00:32:49,165 COSMIC INFLATION THEORY IS THE IDEA THAT, AT EARLY TIMES, 630 00:32:49,165 --> 00:32:53,636 THE UNIVERSE UNDERWENT EXTRAORDINARILY RAPID EXPANSION. 631 00:32:53,636 --> 00:32:57,240 ON THE OTHER HAND, BY MAKING THE MOST... 632 00:32:57,240 --> 00:32:59,742 SIMPLE ASSUMPTIONS ABOUT HOW INFLATION WORKS, 633 00:32:59,742 --> 00:33:04,648 YOU WIND UP PREDICTING NOT JUST ONE UNIVERSE THAT WE SEE, 634 00:33:04,648 --> 00:33:06,816 BUT INFINITELY MANY OTHERS. 635 00:33:06,817 --> 00:33:11,756 Freeman: INFLATION TELLS US OUR UNIVERSE IS ONE OF MANY, 636 00:33:11,756 --> 00:33:14,692 SPREAD ACROSS A VAST COSMIC SEA. 637 00:33:14,692 --> 00:33:18,862 THESE SELF-CONTAINED UNIVERSES SIT SIDE-BY-SIDE, 638 00:33:18,862 --> 00:33:22,133 UNSEEN TO EACH OTHER. 639 00:33:22,133 --> 00:33:26,068 FOR THIS GOLDFISH, THE FISHBOWL IS ITS UNIVERSE. 640 00:33:26,068 --> 00:33:28,438 IT'S EVERYTHING IT KNOWS. 641 00:33:28,439 --> 00:33:30,274 WE THINK WE KNOW THE ENTIRE UNIVERSE. 642 00:33:30,273 --> 00:33:32,842 WE SEE DISTANT STARS AND GALAXIES. 643 00:33:32,843 --> 00:33:34,978 BUT MODERN THEORIES OF THE COSMOS SUGGEST THAT 644 00:33:34,978 --> 00:33:39,317 EVERYTHING WE SEE COULD JUST BE OUR GOLDFISH BOWL 645 00:33:39,317 --> 00:33:42,086 AND THERE'S MANY OTHER POCKET UNIVERSES, 646 00:33:42,086 --> 00:33:45,256 MAYBE INFINITELY MORE, OUT THERE IN THE COSMOS. 647 00:33:45,256 --> 00:33:48,892 Freeman: BUT BECAUSE THERE ARE A FINITE NUMBER OF WAYS 648 00:33:48,892 --> 00:33:52,363 PARTICLES CAN BE ARRANGED IN SPACE AND TIME, 649 00:33:52,363 --> 00:33:54,932 THERE MAY BE OTHER POCKET UNIVERSES 650 00:33:54,932 --> 00:33:57,868 FAR, FAR AWAY THAT LOOK LIKE OURS 651 00:33:57,868 --> 00:34:00,703 BUT ARE SLIGHTLY DIFFERENT. 652 00:34:00,703 --> 00:34:03,974 THE PROBLEM, ANDREAS SAYS, 653 00:34:03,974 --> 00:34:08,144 IS THAT, IF THERE ARE INFINITE UNIVERSES, 654 00:34:08,144 --> 00:34:11,215 THE LAWS OF PROBABILITY DON'T ADD UP. 655 00:34:11,215 --> 00:34:13,784 QUANTUM MEASUREMENTS ESTIMATE 656 00:34:13,784 --> 00:34:16,954 THE PROBABILITIES OF PARTICLES HAVING CERTAIN PROPERTIES. 657 00:34:16,954 --> 00:34:21,658 IF THERE ARE INFINITE UNIVERSES, EVERY POSSIBLE OUTCOME 658 00:34:21,657 --> 00:34:27,063 OF A MEASUREMENT IS DEFINITELY GOING TO HAPPEN SOMEWHERE. 659 00:34:27,063 --> 00:34:30,300 THIS LEADS TO A MATHEMATICAL MELTDOWN. 660 00:34:30,300 --> 00:34:33,135 Albrecht: ONCE YOU HAVE A THEORY WITH POCKET UNIVERSES, 661 00:34:33,135 --> 00:34:36,706 YOU NO LONGER ARE ABLE TO USE QUANTUM PROBABILITIES 662 00:34:36,706 --> 00:34:39,143 THE WAY WE DO IN OUR NORMAL THEORIES. 663 00:34:39,143 --> 00:34:41,978 Freeman: SO, WHICH THEORY -- 664 00:34:41,978 --> 00:34:45,014 POCKET UNIVERSES OR QUANTUM MECHANICS -- 665 00:34:45,014 --> 00:34:46,850 IS MORE LIKELY TO BE CORRECT? 666 00:34:47,985 --> 00:34:52,222 ANDREAS SAYS QUANTUM THEORY IS PROBABLY THE DEEPER TRUTH. 667 00:34:52,222 --> 00:34:57,095 WE CAN'T SEE OTHER UNIVERSES, BUT WE CAN SEE LUCK. 668 00:34:57,094 --> 00:34:59,462 Albrecht: SO, THE QUANTUM PROBABILITIES 669 00:34:59,463 --> 00:35:01,532 AND THE MICROSCOPIC NATURE 670 00:35:01,532 --> 00:35:05,103 IS THE SOURCE OF ALL OUR LUCK AND ALL OUR UNCERTAINTY 671 00:35:05,103 --> 00:35:06,670 AND ALL OUR RANDOMNESS IN THE WORLD. 672 00:35:06,670 --> 00:35:09,773 WE REALLY DO NEED TO PREPARE OURSELVES FOR ANYTHING. 673 00:35:09,773 --> 00:35:13,210 Freeman: BUT THERE IS ANOTHER POSSIBILITY, 674 00:35:13,210 --> 00:35:17,681 A POSSIBILITY THAT WILL CHANGE THE WAY YOU LOOK AT THE WORLD. 675 00:35:17,681 --> 00:35:19,383 ACCORDING TO THIS MAN, 676 00:35:19,382 --> 00:35:22,085 THERE ARE COUNTLESS OTHER VERSIONS OF YOU 677 00:35:22,085 --> 00:35:24,355 WITH MANY DIFFERENT FATES. 678 00:35:29,092 --> 00:35:32,128 HAVE YOU EVER WONDERED HOW YOUR LIFE WOULD HAVE TURNED OUT 679 00:35:32,128 --> 00:35:35,898 IF THINGS HAD HAPPENED JUST A LITTLE DIFFERENTLY? 680 00:35:35,898 --> 00:35:38,568 ONE OF TWO SMALL TWISTS OF FATE 681 00:35:38,568 --> 00:35:43,306 COULD HAVE RESULTED IN YOUR FOLLOWING A VERY DIFFERENT PATH. 682 00:35:43,306 --> 00:35:45,308 WHAT IF YOU ACTUALLY FOLLOWED 683 00:35:45,309 --> 00:35:49,613 ALL OF THOSE PATHS IN PARALLEL WORLDS? 684 00:35:49,612 --> 00:35:53,483 THERE MAY BE MANY OTHER VERSIONS OF YOU OUT THERE 685 00:35:53,483 --> 00:35:57,087 LIVING VERY DIFFERENT LIVES. 686 00:36:02,059 --> 00:36:06,263 MAX TEGMARK IS A COSMOLOGY PROFESSOR AT M.I.T. 687 00:36:06,262 --> 00:36:07,931 HE STRONGLY BELIEVES 688 00:36:07,931 --> 00:36:11,635 LUCK DOES NOT DETERMINE THE COURSE OF OUR LIVES. 689 00:36:11,635 --> 00:36:15,439 THE PROOF, HE SAYS, LIES IN THE STRANGE ABILITY 690 00:36:15,438 --> 00:36:20,943 OF QUANTUM OBJECTS TO EXIST IN MANY PLACES AT ONCE. 691 00:36:20,943 --> 00:36:22,947 Tegmark: WE KNOW THAT ELEMENTARY PARTICLES 692 00:36:22,947 --> 00:36:24,648 CAN BE IN TWO PLACES AT ONCE. 693 00:36:24,648 --> 00:36:26,817 BUT I'M MADE OUT OF ELEMENTARY PARTICLES, 694 00:36:26,817 --> 00:36:29,452 SO I SHOULD ALSO BE ABLE TO BE IN TWO PLACES AT ONCE. 695 00:36:29,452 --> 00:36:33,891 Freeman: QUANTUM OBJECTS OCCUPY A RANGE OF POSSIBILITIES. 696 00:36:33,891 --> 00:36:37,161 THEY LOOK LIKE WAVES UNTIL WE MEASURE THEM. 697 00:36:37,161 --> 00:36:40,063 THEN THEY TURN INTO PARTICLES. 698 00:36:40,063 --> 00:36:44,335 THIS MEANS THEY ARE IN MANY PLACES SIMULTANEOUSLY 699 00:36:44,335 --> 00:36:48,371 UNTIL THEY SUDDENLY BECOME FIXED POINTS IN SPACE. 700 00:36:48,371 --> 00:36:50,942 THIS STRANGE BEHAVIOR IS CALLED 701 00:36:50,942 --> 00:36:54,311 "THE COLLAPSE OF THE WAVE FUNCTION." 702 00:36:54,311 --> 00:36:58,883 MAX BELIEVES THE WAVE FUNCTION NEVER REALLY COLLAPSES. 703 00:36:58,882 --> 00:37:02,652 AN ELECTRON MAY APPEAR TO BE OVER HERE IN OUR MEASUREMENT, 704 00:37:02,652 --> 00:37:06,522 BUT EVERY OTHER OUTCOME ALSO OCCURS 705 00:37:06,523 --> 00:37:09,026 IN A SERIES OF PARALLEL UNIVERSES 706 00:37:09,025 --> 00:37:12,596 THAT BRANCH OFF FROM OURS. 707 00:37:12,596 --> 00:37:16,565 THERE ARE MANY PROCESSES, LIKE WHEN YOU MAKE A SNAP DECISION, 708 00:37:16,565 --> 00:37:18,034 WHICH MIGHT DEPEND ON 709 00:37:18,034 --> 00:37:21,303 JUST WHAT ONE LITTLE PARTICLE ULTIMATELY DID IN YOUR BRAIN. 710 00:37:21,304 --> 00:37:25,742 SO IF THAT LITTLE PARTICLE WAS IN TWO PLACES AT ONCE, 711 00:37:25,742 --> 00:37:30,846 MY LIFE SORT OF BRANCHES OUT INTO MULTIPLE STORY LINES. 712 00:37:30,847 --> 00:37:35,185 Freeman: IF THE QUANTUM WAVE NEVER COLLAPSES, 713 00:37:35,184 --> 00:37:38,121 IT MEANS YOU HAVE COUNTLESS CLONES. 714 00:37:38,121 --> 00:37:42,725 THEY EXIST ON TOP OF EACH OTHER IN PARALLEL UNIVERSES. 715 00:37:42,726 --> 00:37:45,963 THESE ARE NOT THE SIDE-BY-SIDE UNIVERSES 716 00:37:45,963 --> 00:37:48,298 ANDREAS ALBRECHT IMAGINES. 717 00:37:48,297 --> 00:37:51,567 THEY ARE ALL THE POSSIBLE ALTERNATE VERSIONS 718 00:37:51,568 --> 00:37:54,372 OF OUR OWN UNIVERSE. 719 00:37:54,371 --> 00:37:58,643 SO, FOR EXAMPLE, IF YOU TAKE ANY HUNDRED MAXES 720 00:37:58,643 --> 00:38:02,211 AND ANY HUNDRED PARALLEL UNIVERSES, 721 00:38:02,211 --> 00:38:07,217 THE LAWS OF PROBABILITY TELL US THAT SOME WILL LIVE 100 YEARS, 722 00:38:07,217 --> 00:38:10,086 AND SOME ARE ALREADY DEAD. 723 00:38:10,085 --> 00:38:12,589 MAX'S FATE ALL DEPENDS 724 00:38:12,590 --> 00:38:16,026 ON WHICH QUANTUM REALITY HE HAPPENS TO LIVE IN. 725 00:38:16,025 --> 00:38:18,261 BUT HERE'S THE CATCH. 726 00:38:18,262 --> 00:38:20,397 HE WILL NEVER KNOW 727 00:38:20,396 --> 00:38:24,168 WHAT'S HAPPENING TO ALL THOSE OTHER MAXES. 728 00:38:26,903 --> 00:38:30,539 Tegmark: SUPPOSE YOU SEDATE ME AND MAKE A PERFECT CLONE OF ME 729 00:38:30,539 --> 00:38:32,543 AND LEAVE ONE COPY HERE ON THIS BED 730 00:38:32,543 --> 00:38:36,378 AND ANOTHER COPY IN AN IDENTICAL ROOM UPSTAIRS. 731 00:38:36,378 --> 00:38:38,748 YOU TELL ME ALL ABOUT THIS IN ADVANCE, AND YOU ASK ME 732 00:38:38,748 --> 00:38:40,683 "WHERE, MAX, ARE YOU GONNA WAKE UP?" 733 00:38:40,684 --> 00:38:44,019 WELL, IF YOU WERE ME, WHAT WOULD YOU SAY? 734 00:38:44,019 --> 00:38:46,755 THERE ARE GONNA BE TWO MAX TEGMARKS WAKING UP. 735 00:38:46,755 --> 00:38:48,625 THEY'RE BOTH GONNA LOOK THE SAME. 736 00:38:48,625 --> 00:38:50,226 THEY'RE BOTH GONNA FEEL THE SAME. 737 00:38:50,226 --> 00:38:53,230 THEY'RE BOTH GONNA HAVE THE SAME MEMORIES UP UNTIL THE SEDATION. 738 00:38:53,230 --> 00:38:55,266 EACH OF THE ME'S IS GONNA FEEL, 739 00:38:55,266 --> 00:38:58,568 "HUH, I HAVE WOKEN UP IN ONLY ONE ROOM"... 740 00:38:58,568 --> 00:39:00,070 [ LOCK CLICKS ] 741 00:39:00,070 --> 00:39:02,506 ...WHOSE NUMBER IS GONNA SEEM LIKE A RANDOM NUMBER TO ME 742 00:39:02,505 --> 00:39:03,773 WHEN I GO OUT AND LOOK AT IT. 743 00:39:03,773 --> 00:39:06,809 AND THERE'S NO WAY FOR ME TO PREDICT 744 00:39:06,809 --> 00:39:10,380 WHAT THAT ROOM NUMBER IS GONNA SAY AHEAD OF TIME. 745 00:39:10,380 --> 00:39:14,717 SO I CAN NEVER SEE THOSE OTHER MAX CLONES. 746 00:39:14,717 --> 00:39:18,355 ALL I NOTICE IS THIS APPARENT RANDOMNESS. 747 00:39:18,355 --> 00:39:21,759 Freeman: MAX BELIEVES OUR IGNORANCE OF THE OTHER REALITIES 748 00:39:21,759 --> 00:39:25,695 CREATES THE ILLUSION WE CALL "LUCK." 749 00:39:25,695 --> 00:39:28,565 LUCK AND RANDOMNESS AREN'T REAL. 750 00:39:28,565 --> 00:39:30,434 SOME THINGS FEEL RANDOM, 751 00:39:30,434 --> 00:39:32,669 BUT THAT'S JUST HOW IT SUBJECTIVELY FEELS 752 00:39:32,668 --> 00:39:34,605 WHENEVER YOU GET CLONED. 753 00:39:34,605 --> 00:39:38,108 AND YOU GET CLONED ALL THE TIME. 754 00:39:38,108 --> 00:39:40,309 THERE ARE ACTUALLY TWO COPIES OF ME, 755 00:39:40,309 --> 00:39:42,846 EACH EXPERIENCING ONE OF THE TWO OUTCOMES. 756 00:39:42,847 --> 00:39:45,783 SO IF YOU WIN AT THE ROULETTE WHEEL, 757 00:39:45,782 --> 00:39:48,418 THERE'S A CLONE OF YOU WHO LOST. 758 00:39:48,418 --> 00:39:52,222 THERE IS NO LUCK, JUST CLONING. 759 00:39:53,824 --> 00:39:56,793 Freeman: THIS IDEA MAY SOUND FARFETCHED 760 00:39:56,793 --> 00:39:58,695 AND IMPOSSIBLE TO CONFIRM, 761 00:39:58,695 --> 00:40:02,233 BUT MAX THINKS HIS ODDS ARE NOT ZERO. 762 00:40:02,233 --> 00:40:05,068 HE HAS A ONE-IN-A-QUINTILLION CHANCE 763 00:40:05,068 --> 00:40:07,637 OF PROVING THE THEORY TRUE. 764 00:40:07,637 --> 00:40:10,440 ALL HE HAS TO DO IS NEVER DIE. 765 00:40:10,440 --> 00:40:11,774 YEAH! 766 00:40:11,775 --> 00:40:15,912 Freeman: LET'S SAY MAX ENDURES A SERIES OF CATASTROPHES, 767 00:40:15,911 --> 00:40:19,048 EVENTS THAT HAVE A 50% CHANCE OF KILLING HIM, 768 00:40:19,048 --> 00:40:20,650 ONE AFTER THE OTHER. 769 00:40:20,650 --> 00:40:24,020 IN ONE PARALLEL UNIVERSE, HE DIES. 770 00:40:24,021 --> 00:40:26,323 IN OTHER, HE LIVES. 771 00:40:26,322 --> 00:40:28,324 Tegmark: IF THE WAVE FUNCTION NEVER COLLAPSES, 772 00:40:28,324 --> 00:40:30,759 THEN THERE WILL BE TWO VERSIONS OF ME -- 773 00:40:30,760 --> 00:40:34,031 ONE WHERE I'M ALIVE AND ANOTHER ONE WHERE I'M FLATTENED. 774 00:40:34,030 --> 00:40:37,500 BUT THERE WILL ONLY BE ON MAX HAVING A CONSCIOUS EXPERIENCE. 775 00:40:37,501 --> 00:40:40,604 Freeman: AS THE CATASTROPHES CONTINUE, 776 00:40:40,603 --> 00:40:43,907 THE ODDS OF A VERSION OF MAX SURVIVING 777 00:40:43,907 --> 00:40:51,214 DROP FROM 25% TO 12.5% TO 6.25% AND SO ON. 778 00:40:51,215 --> 00:40:55,885 IN MORE AND MORE PARALLEL WORLDS, MAX IS DEAD. 779 00:40:55,885 --> 00:40:58,588 BUT IN ONE, HE SURVIVES. 780 00:40:58,588 --> 00:40:59,688 WHOA. 781 00:40:59,688 --> 00:41:01,791 IT'S GONNA FEEL SUBJECTIVELY TO ME 782 00:41:01,791 --> 00:41:04,594 LIKE I JUST KEEP SURVIVING AND SURVIVING AND SURVIVING, 783 00:41:04,594 --> 00:41:07,496 WHICH WOULD FEEL REALLY, REALLY WEIRD. 784 00:41:07,496 --> 00:41:09,432 Freeman: IF A VERSION OF MAX 785 00:41:09,432 --> 00:41:12,570 SOMEHOW SURVIVES 60 DEADLY EVENTS, 786 00:41:12,570 --> 00:41:16,039 THERE IS ONLY A ONE-IN-QUINTILLION CHANCE 787 00:41:16,039 --> 00:41:17,541 THE THEORY IS WRONG. 788 00:41:17,541 --> 00:41:22,412 UNFORTUNATELY, ONLY ONE VERSION OF MAX WILL KNOW THE TRUTH. 789 00:41:22,411 --> 00:41:28,351 THE OTHER QUINTILLION MINUS ONE WILL BE DEAD. 790 00:41:30,119 --> 00:41:35,826 SO THE REALITY OR UNREALITY OF MULTIPLE MAX TEGMARKS 791 00:41:35,826 --> 00:41:38,394 MAY REMAIN IN DOUBT. 792 00:41:38,394 --> 00:41:41,431 Tegmark: THIS IDEA THAT REALITY IS BIGGER THAN WE THOUGHT 793 00:41:41,431 --> 00:41:44,200 AND THAT WHENEVER YOU LOSE AT THE ROULETTE WHEEL, 794 00:41:44,201 --> 00:41:46,068 THERE WAS ANOTHER VERSION OF YOU THAT WON 795 00:41:46,068 --> 00:41:48,771 IS A VERY WEIRD-SOUNDING IDEA. 796 00:41:48,771 --> 00:41:51,974 BUT, HEY, WHO ARE WE HUMANS TO TELL THE UNIVERSE HOW TO BEHAVE? 797 00:41:51,974 --> 00:41:54,210 YOU KNOW, MY JOB AS A PHYSICIST 798 00:41:54,210 --> 00:41:57,380 ISN'T TO TRY TO IMPOSE MY PREJUDICES ON REALITY, 799 00:41:57,380 --> 00:41:59,782 BUT TO LOOK CAREFULLY AT REALITY 800 00:41:59,782 --> 00:42:01,951 AND TRY TO FIGURE OUT HOW IT ACTUALLY BEHAVES. 801 00:42:01,952 --> 00:42:05,723 AND IT SEEMS TO BE WHAT YOU MIGHT CALL WEIRD. 802 00:42:10,193 --> 00:42:15,566 WHETHER THERE JUST ONE UNIVERSE OR COUNTLESS PARALLEL ONES, 803 00:42:15,565 --> 00:42:18,801 THERE'S NO WAY OF KNOWING WHICH PATH YOU WILL TAKE 804 00:42:18,802 --> 00:42:21,271 THROUGH ALL YOUR POSSIBLE DESTINIES. 805 00:42:21,271 --> 00:42:24,575 YOUR CONSCIOUSNESS, YOUR DNA, 806 00:42:24,574 --> 00:42:27,610 AND THE VERY ATOMS YOU ARE BUILT FROM 807 00:42:27,610 --> 00:42:32,382 ARE ALL ON A WILD AND UNPREDICTABLE RIDE. 808 00:42:32,382 --> 00:42:36,753 AND EVERY DECISION... IS A GAMBLE. 64489

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