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Freeman: LUCK MAY BE THE MOST
MYSTERIOUS AND CAPRICIOUS FORCE
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00:00:05,705 --> 00:00:08,207
IN THE UNIVERSE.
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00:00:08,207 --> 00:00:10,810
BUT WHAT EXACTLY IS LUCK?
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00:00:10,810 --> 00:00:11,945
[ SLOT MACHINE DINGING ]
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00:00:11,945 --> 00:00:14,580
WHY DO SOME OF US
WIN THE LOTTERY TWICE,
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00:00:14,580 --> 00:00:18,216
WHILE OTHERS HAVE BAD LUCK
FOR NO APPARENT REASON?
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00:00:18,216 --> 00:00:21,387
WHAT'S BEHIND
STRANGE COINCIDENCES
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00:00:21,387 --> 00:00:24,190
AND INCREDIBLE TWISTS OF FATE?
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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?
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00:00:32,698 --> 00:00:35,500
SCIENTISTS ARE TRYING
TO BEAT THE ODDS --
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00:00:35,500 --> 00:00:41,006
TO PROVE WHETHER OR NOT
LUCK IS REAL.
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00:00:44,509 --> 00:00:49,048
SPACE, TIME, LIFE ITSELF.
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00:00:51,384 --> 00:00:56,121
THE SECRETS OF THE COSMOS
LIE THROUGH THE WORMHOLE.
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00:00:56,121 --> 00:00:59,125
-- Captions by VITAC --
www.vitac.com
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00:00:59,125 --> 00:01:02,161
CAPTIONS PAID FOR BY
DISCOVERY COMMUNICATIONS
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00:01:09,100 --> 00:01:12,938
HOW DID YOU GET
TO WHERE YOU ARE TODAY?
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00:01:12,938 --> 00:01:15,941
MAYBE YOU STRUGGLED
AND WORKED HARD.
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00:01:15,941 --> 00:01:17,910
OR MAYBE YOU INHERITED A FORTUNE
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00:01:17,911 --> 00:01:20,947
AND NEVER WORKED A DAY
IN YOUR LIFE.
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00:01:20,947 --> 00:01:24,884
SOME THINGS
ARE BEYOND OUR CONTROL.
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00:01:24,884 --> 00:01:28,254
DOES THE UNIVERSE
HAVE A PLAN FOR US?
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00:01:28,254 --> 00:01:32,425
OR IS OUR FATE
THE PRODUCT OF RANDOM CHANCE?
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00:01:32,424 --> 00:01:35,161
DO WE MAKE OUR OWN LUCK?
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00:01:37,162 --> 00:01:39,966
OR DOES LUCK MAKE US?
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WHEN I WAS GROWING UP,
27
00:01:45,271 --> 00:01:49,007
KIDS WOULD CARRY
A LUCKY RABBIT'S FOOT.
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FOR SOME REASON, WE BELIEVED
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00:01:50,810 --> 00:01:55,046
THESE SEVERED PAWS GRANTED
THEIR BEARERS GOOD FORTUNE.
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[ CROW CAWS ]
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00:01:56,915 --> 00:01:58,784
DID THEY WORK?
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00:01:58,784 --> 00:02:01,853
WELL, MAYBE.
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00:02:01,853 --> 00:02:06,125
I LOST THAT RABBIT'S FOOT
LONG AGO
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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.
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00:02:17,669 --> 00:02:19,937
GO TO A CASINO, AND YOU'LL SEE
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00:02:19,937 --> 00:02:22,274
ANY NUMBER
OF SUPERSTITIOUS RITUALS
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00:02:22,275 --> 00:02:25,644
PERFORMED BY PLAYERS
HOPING FOR GOOD LUCK.
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00:02:25,644 --> 00:02:28,848
EVERYONE HAS A STRATEGY.
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00:02:28,848 --> 00:02:32,585
FIRST, I DO A DER VOGHORMIA,
WHICH IS AN ARMENIAN PRAYER,
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00:02:32,585 --> 00:02:34,521
AND THEN I PLAY
MY SON'S BIRTH NUMBERS.
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00:02:35,788 --> 00:02:38,790
THE CHIPS ALL HAVE TO
FACE UP THE SAME WAY.
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00:02:38,790 --> 00:02:41,127
Freeman:
RITUALS OF GOOD LUCK DEVELOP
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00:02:41,127 --> 00:02:43,062
BECAUSE WE BELIEVE
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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,
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00:02:55,674 --> 00:02:59,411
A LECTURER IN PSYCHOLOGY
AT LANCASTER UNIVERSITY,
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00:02:59,411 --> 00:03:01,747
SUSPECTS BELIEVING YOU'RE LUCKY
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00:03:01,747 --> 00:03:05,350
ACTUALLY CHANGES THE WAY
YOU PLAY.
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00:03:06,552 --> 00:03:09,020
SHE'S CONDUCTING
A SERIES OF EXPERIMENTS
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00:03:09,020 --> 00:03:12,024
TO TEST HER HYPOTHESIS.
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00:03:12,024 --> 00:03:14,426
SO, WHAT WE DID
IS WE RECRUITED PEOPLE
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00:03:14,426 --> 00:03:16,294
WHO PLAYED GOLF
ON A REGULAR BASIS,
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00:03:16,294 --> 00:03:19,397
AND WE TOLD HALF OF THEM
THEY WERE USING A PUTTER
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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.
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00:03:25,037 --> 00:03:28,873
HE'S A PROFESSIONAL GOLFER WHO
WON THE BRITISH OPEN IN 2003.
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00:03:28,873 --> 00:03:30,141
SO, I'M GONNA HAVE YOU
TAKE 10 PUTTS
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00:03:30,141 --> 00:03:32,512
AND WE'LL SEE HOW YOU DO.
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00:03:36,414 --> 00:03:39,951
Freeman: THE OTHER GOLFERS
HEAR A DIFFERENT STORY.
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00:03:39,951 --> 00:03:41,853
ALL RIGHT, SO,
THIS IS A REALLY NICE PUTTER.
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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.
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00:03:47,526 --> 00:03:50,530
AS YOU'D EXPECT
WITH ANY RANDOM GROUP,
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00:03:50,530 --> 00:03:53,064
SOME DO BETTER THAN OTHERS.
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00:03:53,064 --> 00:03:56,602
BUT AFTER DOZENS OF TRIALS,
A PATTERN EMERGES.
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00:03:56,602 --> 00:04:00,639
Linkenauger:
SO, ONCE THEY STARTED PUTTING,
THE INDIVIDUALS THAT THOUGHT
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00:04:00,639 --> 00:04:02,575
THEY WERE USING
BEN CURTIS' PUTTER
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00:04:02,574 --> 00:04:05,944
MADE ABOUT A PUTT AND A HALF
MORE OUT OF 10 PUTTS
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00:04:05,944 --> 00:04:08,947
THAN THE GROUP THAT THOUGHT THEY
WERE JUST USING A NICE PUTTER.
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00:04:10,949 --> 00:04:14,387
Freeman:
THE GOLF CLUB ISN'T LUCKY.
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00:04:14,387 --> 00:04:17,223
WHAT'S REAL
IS THE PLAYER'S BELIEF
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00:04:17,223 --> 00:04:19,592
IN WHETHER OR NOT
THE CLUB IS LUCKY.
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00:04:19,591 --> 00:04:22,894
SALLY SUSPECTS
THIS KIND OF SUPERSTITION
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00:04:22,894 --> 00:04:26,664
HELPS PEOPLE COPE WITH CHAOTIC
OR STRESSFUL SITUATIONS.
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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,
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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.
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00:04:39,245 --> 00:04:40,745
SO YOU WANT TO HAVE THE PERFECT,
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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,
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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.
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00:05:08,940 --> 00:05:11,510
Freeman:
SALLY SUSPECTS A BELIEF IN LUCK
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00:05:11,511 --> 00:05:14,313
DOES MORE
THAN JUST BOOST CONFIDENCE --
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00:05:14,312 --> 00:05:17,616
IT CHANGES PERCEPTION.
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00:05:18,951 --> 00:05:22,621
IN HER LAB,
SALLY ASKS THE GOLFERS
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00:05:22,620 --> 00:05:25,791
TO DRAW THE SIZE OF THE HOLE.
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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
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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
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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
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00:05:41,874 --> 00:05:44,677
SEE THE HOLE
AS BEING 11% SMALLER
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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.
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00:05:54,887 --> 00:05:58,322
IS LUCK ALL IN THE MIND?
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00:05:58,322 --> 00:06:01,759
Linkenauger: CONFIDENCE IS A BIG
PART OF SUCCEEDING, I THINK,
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00:06:01,759 --> 00:06:03,461
IN ANYTHING THAT YOU DO,
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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.
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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
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00:06:11,370 --> 00:06:13,471
HANDLING OUR EMOTIONS
AND HANDLING OUR ANXIETY
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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
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00:06:17,276 --> 00:06:20,146
IN A WAY
THAT'S MANAGEABLE FOR US.
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00:06:27,151 --> 00:06:30,488
Freeman: BUT ONE MAN THINKS
BELIEVING YOU ARE LUCKY
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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
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00:06:38,629 --> 00:06:41,100
AND A MASTER STATISTICIAN,
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00:06:41,100 --> 00:06:46,205
JAY KOEHLER SEES EVERYTHING
AS VARIATIONS ON THE MEAN.
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00:06:46,204 --> 00:06:49,908
THE "MEAN" IS ANOTHER WORD
FOR THE "AVERAGE."
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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 --
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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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