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1
+ we really don't walk anymore
2
+ at some point i'm going to get out
3
+ when i get out of this am i going to be rejected
4
+ we'd love to help
5
+ not what is it
6
+ predictions are the basis of every experience that you have
7
+ they are the basis of every action that you take
8
+ it's using past experience based on similar situations to try to make meaning
9
+ and so how does your brain give you that detail
10
+ well that's what predictions are
11
+ i'm totally serious
12
+ i know i have
13
+ so when you're born you can make feelings like calmness and
14
+ i'm not a social problem guy
15
+ i wasn't very good at reading things
16
+ and he said on the spot absolutely yes
17
+ he was smiling and we said go
18
+ we said yes
19
+ we were so excited
20
+ and so one of the major challenges of our project really is to find photographs that were taken before something
21
+ i feel guilty sometimes
22
+ so i'm not saying that staying in the workforce is the right thing for everyone
23
+ boy it matters a lot
24
+ what do you mean
25
+ your job needs to be challenging
26
+ he's a great guy
27
+ you want to work for him
28
+ we've done the research
29
+ she had to impersonate a man
30
+ mortality is not going down it's going up
31
+ and not enough is being done about this
32
+ it told us about hormone replacement therapy
33
+ women are worth it
34
+ so what do you think happens to these gals
35
+ they're often not recognized sent home
36
+ i'm not sure what it was
37
+ well once again women get the angiogram and nobody can tell that they have a problem
38
+ and we'd like to think it's not going to take 35 years
39
+ and in fact it probably won't
40
+ so we have these feast and famine cycles
41
+ so thank you for your attention
42
+ blocks have names
43
+ you just have to find another term and look that up
44
+ i do like magic
45
+ i don't have an overview
46
+ more trust is not an intelligent aim in this life
47
+ trust is the response
48
+ we can do it two people together trying to improve trust
49
+ because it's given by other people
50
+ let me give you a simple commercial example
51
+ we're going to eat these cows
52
+ they're not being shipped up here
53
+ it's not optional
54
+ it's not a luxury
55
+ everybody focuses on the things that kill us and that's what i was focusing on
56
+ and they wanted to look at the microbes after the transplants
57
+ actually studied hormones
58
+ we can't see it most of the time
59
+ and they definitely have been shown to be effective in some cases
60
+ i have three sons so i see how they fight
61
+ we're not just part of the same species
62
+ we're part of the same family
63
+ and i won't name names but you know who you are
64
+ so that's what i'm doing
65
+ why are we embedded in social networks
66
+ i mean how do they form
67
+ how do they operate
68
+ how far do they reach
69
+ and the daughter was exhausted from caring for her mother
70
+ give me input
71
+ but it wasn't just individuals
72
+ they can't get what they need when they need it
73
+ that's the status quo today
74
+ gov just six people
75
+ yes it's hard
76
+ well there's a self fulfilling prophecy
77
+ we shouldn't be nationalistic
78
+ this economy won't work and thomas jefferson saying the people won't trust that
79
+ but that system has tons of problems
80
+ wealth is ripped away from people who shouldn't be called unproductive
81
+ but that is not the case at all
82
+ or do you think the government should redistribute
83
+ and nothing happened at all
84
+ so i'm in the media
85
+ they don't represent what our views are
86
+ we had the battle between jefferson and hamilton
87
+ but it's more complicated
88
+ so no more missing guys
89
+ buildings can be like people
90
+ their faces broadcast their experience
91
+ and then at 11 o'clock they stopped talking about these little issues
92
+ so just like with a bike we don't talk about it
93
+ you can try it
94
+ i'm a professor and we're passionate about education
95
+ but this is what i heard from a lot of outraged people
96
+ we have to decide what it means
97
+ now don't get me wrong
98
+ of course they would
99
+ this is completely bizarre
100
+ they're looking and looking and finding love
101
+ so that was easy
102
+ we weren't considered the real thing
103
+ and the way to do it is through the bloodstream
104
+ i want to be the center of attention
105
+ we can open up city hall
106
+ well not so fast
107
+ i'm in tucson
108
+ and i was really scared
109
+ the irony is so obvious right
110
+ but i found one
111
+ we have to throw it away
112
+ so it's more about capturing an idea than about capturing a moment really
113
+ is it about systems
114
+ is it about equality
115
+ i started looking at them really carefully
116
+ i looked at my friend who drilled seven dry wells writing off more than a billion dollars for the
117
+ these guys could be true to their purpose which was finding oil and gas
118
+ and they were basically having fun
119
+ we need to be part of a community to survive
120
+ it's very hard to make them part of our rational decision
121
+ we all know deep inside what the answer is
122
+ we've known since we were babies
123
+ we can do it again
124
+ we go out there and we hop in our cars and we drive from place to place
125
+ and i don't have to do anything
126
+ so i looked for furniture
127
+ they want to get out
128
+ allow many people to come in
129
+ let us have a hong kong nearby
130
+ when we share ideas we all get more
131
+ my other great passion is the environment
132
+ i was considered a radical
133
+ so let's get started now
134
+ go i said again sweat forming on my brow
135
+ i had no idea what i was going to do if it didn't work
136
+ science fiction is one of the greatest and most effective forms of political writing
137
+ it was faulty and most of the time i had to restart it over and over before it worked
138
+ for africans homegrown science fiction can be a will to power
139
+ it is in the water
140
+ my mother was on the line to tell me that doctors had found a lump in his stomach terminal cancer
141
+ what are the researchers learning
142
+ so i was jealous
143
+ i know i didn't
144
+ i think i'm a normal person
145
+ that's like finding an extra hour in the day
146
+ yet when she had to find seven hours because there is water all over her basement she found
147
+ so how do we do that
148
+ but you can write it
149
+ you say you're working more than 60 hours
150
+ well are you sure
151
+ and that's even if you're working way more than full time hours
152
+ we don't even need that much time to do amazing things
153
+ we suspended our values
154
+ and what was the result of that
155
+ but it's not just china
156
+ where are the philosophers
157
+ and that's why it's been a pleasure speaking to you
158
+ so they don't have to rely on people that are getting scarcer to help them
159
+ thanks very much
160
+ why are we supposed to have a connection with every single painting
161
+ he also had 11 children
162
+ not the wife not the kids
163
+ i want to warn you about what you're about to go through
164
+ please look at me
165
+ who is going to inherit his name and his fortune
166
+ he should not have been surprised
167
+ last week alone i got 238 pieces of nasty email and more
168
+ but i'm a big fan of you as a person
169
+ not right now
170
+ government officials are extremely mad
171
+ but those surveillance features come at a cost
172
+ and so they took them to some safe place
173
+ and in fact what did happen to my brain
174
+ i understand how this could happen
175
+ to me it's not that clear
176
+ that may not always be the case
177
+ how can we get so much information out of so little motion
178
+ we would just get noise back
179
+ we push and pull and poke and prod things
180
+ imagine if we had across the country right now in local places but
181
+ let me tell you about a couple of them
182
+ it's just a wall
183
+ i have passion in my heart
184
+ i can stand up and do something
185
+ both of them bring the imagination to life in ways that remind us that all of our bonds in the end
186
+ and that might have been the case
187
+ and that leads to a very powerful tool
188
+ but you know what
189
+ but you know what
190
+ how do you find a dinosaur
191
+ that's the magic of the geological record
192
+ but we only get one history and it's the one that we have
193
+ but this particular reality was not inevitable
194
+ and that's pretty amazing
195
+ that option is actually not on the table
196
+ so it's up to us
197
+ i am sick to my stomach
198
+ how do you know for sure
199
+ we created a diagnostic test
200
+ there won't be a single moment in the schedule
201
+ i'm the opposite
202
+ then she gets their bosses to rate how creative and innovative they are
203
+ so people hear about this study and they're like great if i want to get better at my job i just need to upgrade my browser
204
+ they know you can fail by starting a business that goes bankrupt or by failing to start a business at all
205
+ they have bad ideas
206
+ we have the right to respect
207
+ i'm a feminist but i'm a rather bad one
208
+ i am full of contradictions
209
+ i want no part of any of that
210
+ i enjoy fashion magazines and pretty things
211
+ we go far beyond reasonable constructive criticism to dissecting any given woman's feminism
212
+ they are gorgeous and headstrong brilliant girls who are a whole lot of brave
213
+ some boys broke me when i was so young i did not know what boys can do to break a girl
214
+ i learned to write like them and then i learned to write as myself
215
+ i hope that we can all be a little bit brave when we most need such bravery
216
+ now my own speciality is combining digital technology and magic
217
+ we're seeing the baby brain
218
+ lots of money
219
+ supporting local economies
220
+ it's a top predator
221
+ i love red wine
222
+ i'm going to be so healthy
223
+ i want to know how i impact them
224
+ i want to know how they impact me
225
+ so let's start there
226
+ i made more money
227
+ this is great
228
+ we've seen an image of our blue planet our world bank
229
+ but there's actually more to the story than that
230
+ what's different is how the molecules are put together
231
+ the oil will never run out
232
+ you have to have a high tech experience of pregnancy otherwise something might go wrong
233
+ they want a treatment
234
+ we are all responsible
235
+ it came from the way in which beijing has grown as a city
236
+ that's really important
237
+ and we couldn't just turn it off
238
+ you're in there
239
+ but the second of the transformations the climate transformations we have to decide to do
240
+ we can see how to do that
241
+ my father worked at this factory he said
242
+ my grandfather worked at this factory
243
+ why not ask all of the states to do that instead
244
+ and imagine what might happen because every region has something to offer
245
+ don't get me wrong it's not like we don't have comedy in the middle east
246
+ i've tried engaging people
247
+ and he surprised me by saying you know what
248
+ patriarchy is not boys and men
249
+ that allowed me to take a stand for myself
250
+ i started to write about sharing the fact that i'm a survivor of all forms of sexual abuse including three
251
+ and guess what silicon valley
252
+ so i'm going to say awesome stuff about myself
253
+ that's next to impossible
254
+ so i went in that direction
255
+ but that's kind of a big problem
256
+ this is a crisis that's getting worse day by day
257
+ so the answer to the second question can we change
258
+ we now have a moral challenge that is in the tradition of others that we have
259
+ but one of the things i've learned is that apparently it matters if a new product or service is
260
+ they have to be able to teach us something as well
261
+ and in that i need a surgery lexicon
262
+ so that's it for now
263
+ my research team and i went to west point military academy
264
+ that's the work that stands before us
265
+ what is the exact relationship between levels of greenhouse gases and planetary
266
+ why do we need to study this anymore
267
+ don't we already know the consequences of a changing climate on our settled civilization
268
+ indeed we run the risk of making things worse
269
+ imagine juggling a snowball across the tropics
270
+ about a year after 9 11 researchers examined a group of women who were pregnant when they were exposed to the world
271
+ they're too busy putting out daily fires to think ahead strategically
272
+ and they don't need to ask for permission
273
+ getting a college education is a 20 year investment
274
+ when you grow up poor you want to be rich
275
+ and not just that
276
+ they met together
277
+ why is it important now
278
+ so what did they do
279
+ but people did not relate to this
280
+ i don't know
281
+ people started contributing ideas
282
+ and that's actually what happened
283
+ i teach at stanford
284
+ i'm a physician practicing with cutting edge technology
285
+ we're losing a ritual
286
+ this is when i was in texas
287
+ they had her scanned inside out
288
+ i would listen to the heart
289
+ after all i was a bit unconventional
290
+ i've struggled to say those words because i didn't want to be defined by them
291
+ what if i had told her my story years ago
292
+ so you want to go to that board meeting but you only want to pay attention to the bits that interest
293
+ that robot put on a great show
294
+ we almost don't feel ourselves
295
+ so what do we do
296
+ we connect more and more
297
+ when this happens we're not able to appreciate who they are
298
+ and that's what i'm calling for here now
299
+ do the same thing at work
300
+ that's pretty cool
301
+ we have the plan
302
+ but if they don't stay in paris the international pressure will be overwhelming
303
+ we might say then well let's not worry about this
304
+ and i said that's a good job
305
+ this isn't information
306
+ it's super real and it's happening around you
307
+ women's day was coming up
308
+ that's what's so complicated about war
309
+ it was incredibly hot
310
+ how does that work
311
+ it's not what i had expected
312
+ what is it that he misses
313
+ we have to answer that
314
+ the boys are up there for a year
315
+ some of them got out of the army and had tremendous psychological problems when they got home
316
+ well let's hold on to that thought for just a minute
317
+ what can i do about it
318
+ it's letting stuff happen without thinking about it
319
+ you've broken your back
320
+ you'll never walk again
321
+ it's like a piece of junk mail to be thrown away
322
+ that means at some point it's going to be your problem too
323
+ i realize of course that all countries are unique
324
+ that's nothing special
325
+ it had no choice
326
+ again it had no choice
327
+ just when that's the last thing you want to do
328
+ i imagine that my kids are going to live in a time when the most valuable commodities are fresh water
329
+ how much they do
330
+ and we connected over really small things like the fact that i love country music which is really
331
+ this is not a photo profile for your facebook
332
+ growing up i was always intrigued by how people change
333
+ that's not to say it's impossible
334
+ and how is that possible
335
+ that didn't go over really well
336
+ so to summarize if we could offer a top quality education to everyone around the world for free
337
+ the answer was no
338
+ do you remember what it was
339
+ and i got pretty into it
340
+ this is how stuff is made memorable
341
+ so thank you very much
342
+ it's the war on terror
343
+ you don't get a chance to mess it up
344
+ one of them got caught up in the water
345
+ i don't paint
346
+ this is going to become really freaking obvious
347
+ plus we have stem cells
348
+ i was able to do more things
349
+ i know i was one of the first 10 people to have this surgery
350
+ and when i was 10 i didn't realize how amazing it was
351
+ there were no back doors
352
+ dan replies so often you won't even notice it
353
+ and then something falls off the wall
354
+ we all know what he's talking about
355
+ that wasn't the case for me
356
+ no more charge before use
357
+ i had to do something
358
+ this fishing village was famous for sculpture
359
+ and they also knew that they can tap into a workforce
360
+ i don't look different
361
+ i'm not short
362
+ again let's just play
363
+ i needed an education
364
+ now i'm ready for my interview
365
+ i was right there with you
366
+ did i get my upgrade
367
+ we must adopt that way of giving back
368
+ that doesn't probably happen every day
369
+ and that's bad
370
+ what about manipulation
371
+ so that's mobile manipulation
372
+ i love building robots
373
+ if any child is found violating these rules he is severely reprimanded
374
+ effectively the taliban create a complete blackout of any other source of information
375
+ their parents are so poor they have no resources to get them back
376
+ and it doesn't
377
+ so naturally i asked what is african
378
+ i tagged along with my neighbors
379
+ and i said to myself i wanna get me one of them
380
+ who wrote that
381
+ i'll meet you there
382
+ thank you for your time
383
+ i'll let you continue
384
+ and when you think about it it makes a lot of sense because forming a question is a really complex
385
+ so what happens next
386
+ the key here really is knowledge
387
+ it turns out the evidence says otherwise
388
+ none of these studies found that people spend more on drinking or smoking or that people
389
+ it's a pretty simple idea right
390
+ on the other hand statistics that's a subject that you could and should use
391
+ i tried everything
392
+ maybe i did an experiment on myself without even knowing it
393
+ you just had to do things sometimes
394
+ and boy they were like what
395
+ how do you get to build those relationships
396
+ so we created a new school
397
+ but that doesn't mean that we can't
398
+ this is what i'm supposed to naturally be able to do
399
+ why is it not working
400
+ it's almost becoming the syntax of a new language
401
+ it is the default option
402
+ you just move away
403
+ you're more cautious
404
+ and you walk around and it points to things
405
+ and you know what
406
+ they were right
407
+ it brings people together and it supports creativity and social cohesion
408
+ did you hear he has gone mad
409
+ i mean everyone did
410
+ again it will not happen overnight
411
+ it needs to happen
412
+ that is great
413
+ thank you very much
414
+ so why is it
415
+ why aren't people washing their hands
416
+ did you learn to wash your hands at home
417
+ did you learn to wash your hands in school
418
+ but i love it for a totally different reason
419
+ they make sense of the past
420
+ i have resources
421
+ and is this really the solution
422
+ so i went to my doctor
423
+ but i'm not happy
424
+ i'm not a military brat
425
+ they signed up because they wanted some form of revenge
426
+ one was to be a soldier
427
+ the other was to be a baseball player
428
+ for hepatitis it was also two and a half times
429
+ for depression it was four and a half times
430
+ what kind of trauma am i talking about here
431
+ children are especially sensitive to this repeated stress activation
432
+ well imagine you're walking in the forest and you see a bear
433
+ three billion people today with cell phones can't access the internet
434
+ don't create solutions to impress customers
435
+ so how does this work
436
+ we change the economics for the bad guys
437
+ we're going to start putting an entire layer of digital information on the real world
438
+ it's not exactly rocket science
439
+ which incidentally is only a third correct
440
+ i don't mean giving up the internet
441
+ this is your chance
442
+ i started off in uganda
443
+ we could only think of one way
444
+ i think this is a problem
445
+ beth israel's in boston
446
+ and so we need to do better at copying their natural environment to get them to thrive
447
+ what makes the heart unique
448
+ i actually have no idea why
449
+ i didn't talk to them
450
+ go pick up the keys
451
+ what makes technology useful and usable
452
+ and to do so we've had to believe in impossible things
453
+ you were born to
454
+ that's what we do
455
+ does any of this matter
456
+ it's changed the way we talk
457
+ the board of ed
458
+ had no idea
459
+ they don't trust the law
460
+ why don't they trust the law
461
+ it's not true
462
+ well i didn't have any idea
463
+ our city couldn't possibly handle any more cars
464
+ i had to have faith
465
+ it would be a mall and not a park
466
+ that's what happened with my dad
467
+ my dad has alzheimer's disease
468
+ they get scared to walk around
469
+ they get scared to move
470
+ i'm trying to become a better person
471
+ even when it's so hard
472
+ and what i need now is to learn to be like that
473
+ they want to be part of it
474
+ and they say i want to work in global poverty but what will it mean about my career
475
+ i don't know
476
+ the science is there
477
+ how do you get informed
478
+ we paid two to three times more than anybody else
479
+ there's no more of it
480
+ let's go back and visit our equation
481
+ we're not going to be able to do that
482
+ even if we get everybody working on it we've got to be strategic
483
+ so we did the analysis again a slightly different way
484
+ so it's the demand that brings them to the table
485
+ sustainability has got to be a pre competitive issue
486
+ there's a flip side as well
487
+ it's shocking to realize that only 28 percent of american
488
+ so this is obvious right
489
+ so what's women's experience as it relates to mentoring
490
+ and my whole world did open up
491
+ and who does that benefit
492
+ we now have a platform
493
+ is it that i write very well
494
+ quite the opposite
495
+ it really is quite phenomenal
496
+ let's think about your ethical footprint
497
+ but quite frankly on this issue there is no other road
498
+ thank you very much
499
+ is it about earning as much as you possibly can
500
+ how should we work
501
+ how should we live
502
+ we need portable health benefits
503
+ i would never want to do that
504
+ we need to reinvent labor organizing
505
+ especially when it comes to climate change
506
+ so i want to talk to you today about what i think is a much more complete recipe for deep
507
+ this meant that the movements demanding change knew what they were against crushing poverty widening
508
+ progressive movements are growing and resisting with tremendous courage
509
+ well very often we think about political change in defined compartments these days
510
+ what it looks like what it feels like and most of all what its core values are
511
+ a couple of years ago a group of us in canada decided that we were hitting the limits of what we could accomplish
512
+ so we locked ourselves in a room for two days and we tried to figure out what bound us together
513
+ well we rejected all of that
514
+ but in the process they also train our brains to tune out when somebody else's issue
515
+ i don't have an answer
516
+ that was powerful
517
+ it's actually not that hard
518
+ raise your hands
519
+ take my child
520
+ i believe a story there has to be told
521
+ they don't get their money out
522
+ she worked in a bank
523
+ i have to report it
524
+ who cares about bosnia
525
+ that didn't happen to me
526
+ make it go away
527
+ make it go away
528
+ make it go away
529
+ we can't identify with that part
530
+ you might get impeached for that
531
+ now do something different
532
+ that would not work
533
+ that's a terrible waste of time
534
+ do that only if you're paid by the hour
535
+ so the very first thing we wanted to do in this building was look at the air system
536
+ and after that initial prototype we set out to make free and open source software so that others do not have
537
+ and then guess what
538
+ could we leverage the cloud
539
+ so why don't we leverage that
540
+ that's my question
541
+ thousands of women started reaching out to me to share their own stories of pain and agony and shame
542
+ and when she went to complain to a major he said what
543
+ again in a car
544
+ i was petrified
545
+ sexual harassment doesn't discriminate
546
+ not a lot of hands
547
+ you don't get the same witnesses or depositions
548
+ they just do it
549
+ so we need the solutions and these people playing the game they are trying out
550
+ i was not going to cry myself to sleep
551
+ i would just give the inspiration and that's my job
552
+ i sat there on the river for two months without seeing one
553
+ which means take my camera
554
+ and he thinks i'm saying take my picture
555
+ and i didn't expect that because i expected one of these
556
+ there are no external cameras
557
+ in fact it's more like five percent
558
+ and we finally figured out how to do it
559
+ it's just incredible
560
+ i'm not strong enough to lift my carry on bag from the ground to the carousel
561
+ it's not one way
562
+ and i thought what am i thinking
563
+ he's five years old
564
+ they have social meaning
565
+ they were unexpected pleasures
566
+ sometimes it goes further
567
+ or where does he live
568
+ strangers might ask each other for a sip of water
569
+ i didn't know where i was
570
+ and this leads to oddities
571
+ but this is the source of innovation
572
+ i went to extreme lengths to try to be straight
573
+ and the soldier on the front tank said we have unconditional orders to destroy this
574
+ but if you won't move we'll have no choice but to run you down
575
+ i don't understand
576
+ they have different interests
577
+ they have divergent values
578
+ it means for youth and it's a new arab tv channel
579
+ but it's not about fire and brimstone either
580
+ there is an animated series in the works
581
+ and she's looking as young as ever
582
+ well why is that
583
+ now i will maintain
584
+ what difference does it make if they talk like jerry seinfeld
585
+ i think what that means is that people just couldn't see what was in front of them
586
+ well what difference does this make
587
+ we can see everything on wikipedia
588
+ it's a composite view that's constantly changing and being updated
589
+ we can create a decentralized database that has the same efficiency of a monopoly
590
+ and then we were alarmed to discover something
591
+ no plankton means no fish
592
+ as an inventor i try and turn fantasy into reality
593
+ not when you get lung cancer
594
+ he's at a technology conference in florida
595
+ you probably won't
596
+ nor do i think we are by ourselves actually going to solve the problem
597
+ most independent media was shut down
598
+ we have to fix the internet
599
+ we have to fix our education
600
+ it's an unconscious process
601
+ it's an automatic process
602
+ we had drawn a blank and it wasn't just iraq and afghanistan
603
+ we have ideas for how to make things better and i want to share three of them that we've picked up in our own work
604
+ i do believe we can fix what's broken
605
+ we all want to
606
+ one way around this is to draw pictures
607
+ and this idea is actually nothing new
608
+ that was a huge problem at the haiti earthquake
609
+ we lost valuable data
610
+ it's about the data
611
+ i can hardly wait
612
+ why did my child develop autism
613
+ they were wonderful people
614
+ this is possible
615
+ the world's companies governments and non profits have delivery armies that are fully capable of covering this
616
+ and in many cases we don't
617
+ but we all should
618
+ this will pay dividends
619
+ there's no other way
620
+ i mean i thought poetry was just self expression
621
+ i didn't know you actually have to have creative control
622
+ only we don't know that it's a homeless shelter
623
+ i feel that god knows me
624
+ and i thought we should just stay home
625
+ the choices don't make sense because it's the wrong question
626
+ so we decided to go to the mosque
627
+ i know it works
628
+ but i grew up in canada far from my arab roots
629
+ they have been sold by their families often to wealthy arab tourists
630
+ this is just one face of a booming sex trade across the arab region
631
+ social change doesn't happen in the arab region through dramatic confrontation
632
+ 5 percent today
633
+ how is that possible
634
+ that's different from actually having an effective ad campaign
635
+ where would it go
636
+ you can walk around them
637
+ was the internet actually a place that you could visit
638
+ could i go there
639
+ who would i meet
640
+ the whole internet
641
+ is it heavy
642
+ i was looking for this thing that only fools seem to look for
643
+ you can experience their sense of place
644
+ we let other people worry about it
645
+ so i learned never to move
646
+ it would skip a beat
647
+ it would start
648
+ it would stop
649
+ and i felt all this
650
+ we're not playing with each other
651
+ there's a million different ways to eat pizza
652
+ if we're still hungry we might have some more
653
+ i was going through a hard time as well
654
+ i was like what
655
+ what about you
656
+ you don't have to bring any quarters because the washer and dryer are free
657
+ in other words a coroner could find these things because this is a fatal recipe
658
+ and remember we had experience with this
659
+ roughly 300 savings and loans involved roughly 600 senior officials
660
+ that is not simply critical to our economy
661
+ thank you very much
662
+ what do we need to do
663
+ what can we do in all of this
664
+ we harbor bias
665
+ we know that we are right and they are wrong
666
+ well that's what i thought
667
+ if you are asked to estimate the walking speed of a man in a video for example your answer
668
+ harness your internal strength
669
+ i'm 27 years old
670
+ look at the end to see the animal
671
+ just think about it
672
+ but it's a global phenomenon
673
+ that's more expensive
674
+ and when we do the results will often surprise
675
+ i wanted to stay in this relationship
676
+ things were going well
677
+ this is a really important chapter to me
678
+ why are we skipping over this
679
+ i went to the dean
680
+ i'm a doctor
681
+ but too often my treatments made them feel worse
682
+ we can do that because we know
683
+ and that led me to this project
684
+ we have to turn that around
685
+ but here's the thing
686
+ it's not like teaching them how to ride a bike
687
+ i don't know
688
+ one billion people
689
+ but the magnitude of the problem is something we need to appreciate
690
+ so i went to church as often as i could
691
+ so it's really important that you know that right now we have over
692
+ she never had to duck and cover under her desk at school
693
+ but before that cooperation could be realized kennedy was assassinated and that part of the
694
+ but it's also an important date for another reason
695
+ have inspired a generation of innovators
696
+ it's a performance venue
697
+ but it's not enough
698
+ and they're not just focused on money
699
+ i've built a career
700
+ we are magic
701
+ they're completely flat and they're basically cardboard characters
702
+ i got about 3000 emails
703
+ my own website
704
+ it's always what it was and what it can be
705
+ can we really scale this up
706
+ who cleans up after us
707
+ i wanted to get to know them as individuals
708
+ i wanted to understand who takes the job
709
+ so i started a research project with them
710
+ it was a remarkable privilege and an amazing education
711
+ the economy needs them
712
+ take a moment to say thank you
713
+ everything in the universe wears out
714
+ and that blew my mind
715
+ they don't have meaning
716
+ they're not my children
717
+ and when we're unprepared we overreact
718
+ and i did not know what to say
719
+ we can build healthier relationships around race if we learn to calculate locate
720
+ please sign here right now
721
+ why does a jellyfish emit light
722
+ or a firefly
723
+ and that's powerful
724
+ no not how much
725
+ it's more annoying
726
+ it goes wrong
727
+ i couldn't tear myself away from the coverage
728
+ and others resented this comparison between gay rights and civil rights and
729
+ and this wasn't just an abstract question
730
+ african americans supported it at a higher level than had ever been recorded
731
+ and looking at that pattern
732
+ he saw it written down somewhere
733
+ and now we want to do a double double of the age wave coming through
734
+ that's sort of the state of the art
735
+ what's this guy talking about
736
+ let me illustrate this
737
+ you're doing incredibly important work
738
+ we've all done this
739
+ when it's 10 degrees below zero
740
+ there's love and there's friendship and there's protection
741
+ you destroy all the bone marrow in the cancer patient with massive doses of chemotherapy
742
+ we see it as a disruption of real life and important work
743
+ she suffered so much
744
+ could we merge
745
+ and he's a bad guy
746
+ there were others like myself who were full time
747
+ it's not a dirty word
748
+ the children were killed on the spot
749
+ well you get several things
750
+ the gas that they used at first in many cases was oxygen
751
+ so they added oxygen to methane gas
752
+ you are a healer in a stone age village
753
+ but eventually they did come around
754
+ and so it's perfect for something like that
755
+ we need to see beyond the surface
756
+ that's awful right
757
+ so what is an idea drawing
758
+ here i'm one person talking to you
759
+ you're all collective
760
+ and if it's completely okay what's the joke
761
+ sort of leadership by humiliation
762
+ thanks for asking
763
+ i said where is he now
764
+ they change from person to person
765
+ come on man
766
+ i even read many self help books
767
+ the first lesson is about humility
768
+ try it and let me know how it works for you
769
+ i would love to hear from you
770
+ when you really look at it how is it that young people spend most of their time using new technologies
771
+ you learn more about how computers work
772
+ he wanted to keep score
773
+ but it's useful for everybody to learn how to read and write
774
+ who's at the event
775
+ whatever it is about that person where they were born things like that
776
+ i can use it in my company
777
+ it's right there for you to find
778
+ there's nothing underground about it
779
+ we only sell you airtime
780
+ you smell money
781
+ we wouldn't tolerate that
782
+ thank you very much
783
+ it was appalling
784
+ what can i learn with you
785
+ you board the plane
786
+ the plane takes off
787
+ the engine fails
788
+ no one on land had any idea that anything had gone wrong
789
+ they dreamed up a variety of horrifying scenarios
790
+ pain runs through my body with the fires of my love for you
791
+ i remember what you said to me
792
+ i am thinking of your love for me
793
+ i am torn by your love for me
794
+ remember what i said my love
795
+ and i said i don't know
796
+ we were wrong
797
+ now that's a very very good point
798
+ it's about people
799
+ this is not a statement on malnutrition or anything else
800
+ the net outcome
801
+ china is constrained in terms of how much more land it actually has available for agriculture and it has massive
802
+ that even small scale farmers can leverage
803
+ we just need to act on it
804
+ would you like to create a second one together
805
+ make it about the other party
806
+ well i think about this all the time
807
+ they all look the same under a microscope i mean to a first approximation
808
+ but now check out where they go on our tree of life
809
+ it's just not possible
810
+ and one activist actually found a contract from a western company for the sale of surveillance
811
+ how cool is that
812
+ i don't care
813
+ now hamilton was everything madison was not
814
+ and they did it in the good old fashioned way
815
+ first they founded political parties
816
+ we are talking about the venues in which those public spaces where we come together
817
+ he wouldn't like the answer
818
+ or any national leader
819
+ the supreme court has fallen way down from what it used to be
820
+ they were arguing with one another about access to the holy sites
821
+ they are doing it together
822
+ that is the real world and unless we find a way to globalize democracy or
823
+ we can create a global parliament of mayors
824
+ at what point did i think that was a good idea
825
+ she said yeah
826
+ why did you bring this up
827
+ have you lost your mind
828
+ i'm a fifth generation texan
829
+ it's the best way to shut people down on an airplane
830
+ what do you do
831
+ i study shame
832
+ i guess i'm doing it right now
833
+ your wife left you
834
+ i made a mistake
835
+ and here's what you need to know
836
+ he asked what do women need to do to conform to female norms
837
+ but you know what the actual facts are
838
+ but now it's turned around
839
+ then they had to bring them in
840
+ i am certainly not the hardest working
841
+ i was a mediocre student
842
+ it has never happened
843
+ i was the first non family investor in amazon
844
+ this is nonsense
845
+ well we bought one of these
846
+ and we've all heard that kind of story before right
847
+ i am fascinated by those times when people do not see eye to eye
848
+ how far away was the finish line
849
+ so this is not the slogan from an inspirational poster
850
+ it's kind of the anti reality tv
851
+ nobody comes to get famous
852
+ and it's hard and it takes courage but that's why we're alive right
853
+ how are we going to do that
854
+ did you find the gold
855
+ are you losing your mind
856
+ so let's watch what happens
857
+ i could make that decision
858
+ and the problem that we're solving is what are those things
859
+ they won the game
860
+ so bear with me
861
+ thank you very much
862
+ we don't use audio we don't use video
863
+ make me laugh
864
+ how are you
865
+ how can somebody like that make you feel smart
866
+ he made me feel smart
867
+ you saw him act
868
+ the boys reminded me of home
869
+ i didn't want to
870
+ i said in arabic
871
+ after college i desperately needed to find a place to call home
872
+ 1 percent who get to do that
873
+ they had hit the jackpot
874
+ life is good
875
+ it wasn't like them to miss practice
876
+ originally the sample was aged 18 to 94
877
+ how sad are you right now
878
+ how frustrated are you right now
879
+ we take less notice of trivial matters
880
+ it's natural connective tissue
881
+ well i was surprised
882
+ i did not know this
883
+ now in all seriousness movies are actually really important
884
+ storytelling is so important
885
+ stories are amazing
886
+ but what does
887
+ what would happen
888
+ you don't do much editing
889
+ i do understand it
890
+ doesn't happen very much
891
+ i don't know
892
+ you take them away disease comes back horrible diseases
893
+ what about polio
894
+ let's have that
895
+ no one's ever said that before
896
+ we don't trust the man
897
+ it has to stop
898
+ it's a debate about words about metaphors
899
+ it is my belief that to create these rare game changers requires you to pull off at least
900
+ one you need to know where you are and exactly what time it is
901
+ i have to take a year off
902
+ but in fact they found something very surprising
903
+ we used to have a manufacturing economy which was about building goods and products and now we have a service
904
+ but that really isn't true anymore
905
+ you would be issuing orders from above
906
+ this is a real mystery
907
+ and the great thing is that you can take anyone along with you
908
+ i'm talking about teachers
909
+ how would i know what i was doing differently
910
+ so we need a system that helps all our teachers be as good as the best
911
+ they supported me all the way through it
912
+ something was wrong
913
+ has it gotten better
914
+ that's something we ought to celebrate
915
+ irreconcilable differences right
916
+ we're blessed with people who listen to us
917
+ it wasn't who i was
918
+ here's where i stand
919
+ i tried everything
920
+ he got part time i
921
+ i forgive you and i do not hate you
922
+ what a contradiction
923
+ because each year the winner has come from a different tribal group
924
+ does the water stay there forever
925
+ we don't need moore's law to continue
926
+ we just need to keep going
927
+ we have problems that we desperately need to solve
928
+ i think we need something like a manhattan project on the topic of artificial intelligence
929
+ otherwise millions more will die
930
+ it cracked open my world
931
+ so they won't go for a walk they won't hang out with their friends they won't eat
932
+ she would hide in the closet
933
+ they want to know how often your dog gets outside
934
+ they want to know how much exercise your dog is getting
935
+ his name is lonnie hodge and he's a veteran of vietnam
936
+ i don't even know if it's a real job title to be honest
937
+ it was the coldest i've ever been
938
+ one thousand eight hundred and thirty six people died
939
+ i will craft my own drum
940
+ i will not be played
941
+ we mourn women complicated
942
+ i live cycles of light and darkness
943
+ rhythm is half silence
944
+ i see now i never was one and not the other
945
+ sickness health tender violence
946
+ one woman loses her head
947
+ one woman feeds on trash
948
+ one woman shoots her face
949
+ one woman straps herself
950
+ one woman gives birth to a baby
951
+ one woman gives birth to borders
952
+ one woman no longer believes love will ever find her
953
+ one woman never did
954
+ where do refugee hearts go
955
+ faced with absence
956
+ my spine curves spiral
957
+ cluster bombs left behind
958
+ harvest contaminated tobacco
959
+ so after 25 years i began to feel as though i was running dry
960
+ they will sit in them forever
961
+ she never wanted to tell me
962
+ my parents came from germany
963
+ some of them were really afraid of contagion and they wouldn't even walk in front of our
964
+ so what was i going to do
965
+ constance baker motley
966
+ that is the right answer
967
+ of those seven have nuclear weapons
968
+ and work like a dog
969
+ that's your grandfather
970
+ tell me about that
971
+ and that's all
972
+ they were all white
973
+ so they felt safe to come there
974
+ we didn't understand the program
975
+ i said we work together
976
+ i may never go to your house you may never come to my house
977
+ i'm pushing and pulling with this object
978
+ she got unlucky
979
+ what if obesity isn't the cause of insulin resistance at all
980
+ that wasn't being asked
981
+ casual speech is something quite different
982
+ that's what texting is
983
+ it's a marker of empathy
984
+ any spoken language that's used by real people has them
985
+ texting has developed one from this slash
986
+ i became a psychology researcher and i've devoted my work to understanding the human capacity to care for others
987
+ like why did i really have to mow the lawn
988
+ you can't run around in the dark
989
+ you can't hide behind anything other than your own teeth
990
+ and it's not that they didn't want me to think critically
991
+ you haven't earned it
992
+ we have to get quiet
993
+ how can we do it
994
+ and it is important
995
+ without it we literally can't interface with others
996
+ my history wasn't right
997
+ my desire to disappear was still very powerful
998
+ i take it to therapy
999
+ only one percent of the people are actually farmers
1000
+ so what can we do
1001
+ talk to farmers
1002
+ i'm here to tell you the story of crazy love a psychological trap disguised as love one
1003
+ which is why that ivy league degree and the wall street job and his bright shiny future
1004
+ and here's where those guns come in
1005
+ he kept one in the glove compartment of our car
1006
+ i had just graduated from harvard college
1007
+ the question why does she stay
1008
+ show abuse the light of day by talking about it with your children your coworkers your friends and
1009
+ but there's so much potential
1010
+ and i went back home and i said daddy i don't know who i am
1011
+ so since then i've been the bridge and a lot of people have walked over me
1012
+ brought in younger men
1013
+ it's about proving who you are and what you can do
1014
+ and this is true
1015
+ are they attractive
1016
+ are they a potential mate
1017
+ when you're six maybe you can do that
1018
+ i didn't feel like i was in the wrong body
1019
+ how old are you
1020
+ so i changed my immediate goal to 10000 faces
1021
+ young people as well
1022
+ and that's what we did
1023
+ we hear the chaos of war
1024
+ we hear terrorism
1025
+ the silent majority does not need to be silent
1026
+ let's help them have a voice
1027
+ thank you very much
1028
+ thank you very much
1029
+ it showed no blockages
1030
+ but linda was lucky
1031
+ she found us we found her disease
1032
+ but for too many women that's not the case
1033
+ the authors looked at papers written over a 10 year period and hundreds had to be thrown out
1034
+ we know that every cell has a sex
1035
+ we have the tools but we lack the collective will and momentum
1036
+ and it's an issue of the quality and the integrity of science and medicine
1037
+ so momentum is good
1038
+ often what happens is you're planning so hard for like how do i get through the hardest part
1039
+ how do i get through the hardest part
1040
+ and then what happens
1041
+ and we all know this
1042
+ okay then we can make a mobile geiger counter
1043
+ we can drive around
1044
+ we can get volunteers
1045
+ we don't have enough money
1046
+ because we can
1047
+ i will be back
1048
+ this is not a put down of anyone
1049
+ it is wrong
1050
+ it is irresponsible
1051
+ are we brave enough to welcome it
1052
+ but it's different
1053
+ so when we met chuck was a senior in high school
1054
+ not a single one
1055
+ the question for us now is how much can we make of it
1056
+ how much can we change
1057
+ there's no structure
1058
+ he was also the first person to call me a feminist
1059
+ my brothers are not as interested as i am
1060
+ it's been thought about for a while
1061
+ you see there's a lot of things we just don't have data on
1062
+ it's a coming of age for bringing data into the humanitarian world
1063
+ but we're not there yet
1064
+ with that you can actually trigger aid funding before a crisis can happen
1065
+ data drives better decisions
1066
+ it's a win all around
1067
+ and that's a big deal for a profession that's in high demand
1068
+ there's going to be a new system based on donated package tracking technology from the logistics company that i work for
1069
+ we've been working together since well since we were kids really
1070
+ which brought us to this
1071
+ but i need your help
1072
+ so what to do next
1073
+ think about that
1074
+ they also monitored the internet and social media to monitor the progress of
1075
+ terrorists are doing this
1076
+ when in the history of humanity has it ever been possible for one person to rob
1077
+ of course we're going to go even deeper than the human body
1078
+ we're going down to the cellular level these days
1079
+ the second is you can put lots and lots of tests in a very small place
1080
+ what do they have
1081
+ do they have aids
1082
+ do they have a common cold
1083
+ you make it flow under and over
1084
+ we can do this
1085
+ i have looked at the best and i've looked at some of the worst
1086
+ i'm so sorry
1087
+ one year i came up with a bright idea
1088
+ we know why kids don't learn
1089
+ you made it work for me
1090
+ how could i let them down
1091
+ sometimes it's messy and it's always unpredictable
1092
+ and someone who has that kind of artistic potential deserves so much more
1093
+ take a look at these
1094
+ and they put on an opera all night long
1095
+ what is the abstraction
1096
+ it's so obvious
1097
+ you don't question that
1098
+ that's what moves you
1099
+ i'm in the crucible right now
1100
+ i know you understand that
1101
+ it took six days to deploy a global malware campaign
1102
+ it should be inspiring
1103
+ some did not everybody
1104
+ even that wasn't enough
1105
+ she wanted to change policy at the government level
1106
+ seventy five percent of them are women and children
1107
+ that was her fight
1108
+ she got a support network
1109
+ she learned about her rights
1110
+ she was doing okay
1111
+ and he wanted one so badly
1112
+ which brings me to my second point
1113
+ i'd like to make the suggestion that we don't need to aim for that to make substantial progress
1114
+ a huge opportunity unleashing of new potential for innovation for development
1115
+ there will be invisible capacity
1116
+ but the question is who will have it
1117
+ of course migration will become even more important
1118
+ and this change is getting more rapid
1119
+ i didn't always succeed
1120
+ i hadn't bathed in three days
1121
+ why are you really here
1122
+ and i cried
1123
+ i was winning awards
1124
+ i was living in my own apartment
1125
+ i was no longer homeless
1126
+ well not yet
1127
+ race is a social category that has staggering biological consequences
1128
+ i'm also on this mission because the way doctors practice medicine continues to
1129
+ well that's going to be a breeding ground for compassion
1130
+ so was mother teresa
1131
+ i know platforms i know computers they put me on the internet when i was young
1132
+ what would that change about how we live
1133
+ what would that change about quality of life and nutrition
1134
+ a digital world farm
1135
+ why didn't you just tell me that
1136
+ well that's exciting
1137
+ why do i believe this
1138
+ and you know what else we did
1139
+ and i have to tell you i'm passionate about data
1140
+ and so knowing that we went to the advertising council and we asked them to help us
1141
+ we were making what was invisible visible
1142
+ take a look at one of our spots
1143
+ and let me just put this in context
1144
+ we were obviously making a difference
1145
+ but we were still missing a critical element
1146
+ and that's what we did
1147
+ we met men where they were at and we built a program
1148
+ and he was talking about the importance of coaching boys into men and changing the culture of the locker room and giving
1149
+ and dance has progressed
1150
+ and this is happening every day
1151
+ texting has a 100 percent open rate
1152
+ i think it might be a lifeline
1153
+ he told me not to tell anyone
1154
+ it's my dad
1155
+ that last one's an actual text message that we received
1156
+ i will not forget the day we got that text message
1157
+ and so it was that day that we decided we needed to build a crisis text hotline
1158
+ they're not donated
1159
+ they're not heavily subsidized
1160
+ and use is what creates impact
1161
+ the nazis invaded the netherlands
1162
+ that is some deep deep emotion when you would want to do that
1163
+ we have no control over these forces
1164
+ but when i was little i remember he would kill flies in our house with my bb gun
1165
+ well guess what
1166
+ now i know why i'm here
1167
+ it was like a star trek episode you know
1168
+ how could i come from a nation
1169
+ what kind of rituals are these
1170
+ the rituals were familiar
1171
+ this is the only part that's battery backed up
1172
+ we're on the grid
1173
+ and germany and france
1174
+ 4 times the mass of the sun
1175
+ surely we know enough
1176
+ who or what inspires you and why
1177
+ i just disagree with this
1178
+ like we evolved on this planet in the context of all the other animals with which we share
1179
+ and so i think that nature is not that which is untouched by humanity man or woman
1180
+ i want to go
1181
+ and i was like oh the amazon
1182
+ they grow crops
1183
+ there's people everywhere
1184
+ and this is crazy
1185
+ and i'm sure the figures are similar in other countries
1186
+ every kid lives near nature
1187
+ we've just somehow forgotten how to see it
1188
+ there's pollination going on
1189
+ the same tool that united us to topple dictators
1190
+ i was terrified
1191
+ what is worth dying for
1192
+ that is what it is to have a domain of expertise
1193
+ we can change our minds
1194
+ and all of that sounds great until you figure out where it's really going
1195
+ i exist because i have my women friends
1196
+ i don't know about you
1197
+ and guess what
1198
+ you need to be able to do something with it
1199
+ we're always trying to make it faster
1200
+ i looked at slaves
1201
+ there's no need to play the market
1202
+ it's not a lot of money at the global level
1203
+ we are now very comfortable imagining unimaginable technological achievement
1204
+ i have an idea for saving the world
1205
+ that was the only way to get anything done
1206
+ that's available right now
1207
+ art is not efficient
1208
+ human relationships are not efficient
1209
+ efficiency is for robots
1210
+ china is the world's greatest anti poverty program over the last three decades
1211
+ how else can we create new ideas
1212
+ but some of our grandchildren probably will
1213
+ we will not be there
1214
+ most of my friends were taking japanese
1215
+ so i thought why not punish myself
1216
+ i was always very small
1217
+ so water was something that scared me to begin with
1218
+ but i would go in on occasion
1219
+ and i thought this would be great fun
1220
+ and this routine went on for some time
1221
+ i tried everything
1222
+ and this became my holy grail my rosetta stone
1223
+ and now i love languages
1224
+ i know nothing
1225
+ and then i thought there's got to be a better way
1226
+ what is that
1227
+ she contacted anyone and everyone who was willing to buy my work
1228
+ there was no road map
1229
+ all of you are members of tribes
1230
+ you don't want this
1231
+ this is a bit of a difficult image to put up on the screen
1232
+ and i want to make the point that as members of society we need to
1233
+ if you want this experience to live on as something historic then at the reception
1234
+ but we're not done yet
1235
+ it comes out of a place called the gallup organization
1236
+ you know they do polls right
1237
+ pretty much everybody else who does polls
1238
+ so i'd like to leave you with these thoughts
1239
+ the group gels
1240
+ but you'll notice we're not at the top of the mountain yet
1241
+ in fact south africa has not gone down that road
1242
+ life is great
1243
+ what about martin luther king
1244
+ and he grew up essentially in stage one
1245
+ my life really sucks
1246
+ i don't know anybody
1247
+ but i don't
1248
+ you're hearing one presentation after another often representing a group of people a tribe about how
1249
+ and you don't leave them where they are
1250
+ look at this pretty structure
1251
+ has a coherent movement
1252
+ why is that hard
1253
+ that will change everything when we see that
1254
+ that's not an improbable sample
1255
+ you can navigate space
1256
+ you know about numbers
1257
+ we're looking for something more
1258
+ and so many of my early memories involved intricate daydreams where i would walk across borders
1259
+ i started to walk in the community and it didn't take a rocket scientist to realize that they weren't
1260
+ we had law enforcement partners
1261
+ they need support
1262
+ how is that possible
1263
+ why not just let businesses compete
1264
+ the answer to that question is a very definitive
1265
+ and he said well i just care so deeply about my customers that i would never sell them one of our crappy products
1266
+ it's all about what can you do for me
1267
+ agreeable people are warm and friendly they're nice they're polite
1268
+ whereas giving and taking are more of your inner motives what are your values
1269
+ what are your intentions toward others
1270
+ they'll say i'm surrounded by a bunch of snakes and sharks
1271
+ and that's really what i find so intriguing about the reactions that we've had to the
1272
+ i was talking about interaction design
1273
+ and does it matter
1274
+ you know it's like once again there's this whole problem of design being often misunderstood for art
1275
+ designers aspire to be really great designers
1276
+ what we want what we aspire to is the code
1277
+ it's very hard to get of course
1278
+ we're going to stay with them forever
1279
+ i mean that interface is beautiful
1280
+ thank you very much
1281
+ and when i look at the criminal justice system in the united states today i feel the exact same way that i did about the state of
1282
+ it turned out that we were doing a lot of low level drug cases on the streets just around the corner from our office in trenton
1283
+ now at that time camden new jersey was the most dangerous city in america
1284
+ i ran the camden police department because of that
1285
+ and they would take a yellow sticky and they would write something on it and they would put it up on a board
1286
+ and one of them said we had a robbery two weeks ago
1287
+ we have no suspects
1288
+ we have no suspects
1289
+ it worked for the oakland a's and it worked in the state of new jersey
1290
+ we took camden off the top of the list as the most dangerous city in america
1291
+ and all of this matters greatly because public safety to me is the most important function of
1292
+ they haven't yet been convicted of a crime
1293
+ they're just waiting for their day in court
1294
+ and 67 percent of people come back
1295
+ so when i started my job at the arnold foundation i came back to looking at a lot of these questions and i came back
1296
+ so i decided to focus on using data and analytics to help make the most critical decision
1297
+ it impacts everything
1298
+ it impacts sentencing
1299
+ it impacts crime and violence
1300
+ and when i talk to judges around the united states which i do all the time now they all say the same
1301
+ but when you start to look at the data which by the way the judges don't have when we start to look at the data
1302
+ and i couldn't get this information out
1303
+ and at the other end of the spectrum we're doing an equally terrible job
1304
+ they're like the baseball scouts 20 years ago
1305
+ some people call it data science
1306
+ they were unbelievably expensive to administer they were time consuming they were limited to the local
1307
+ how does it happen
1308
+ at the same time
1309
+ but things have changed
1310
+ but just imagine for a moment what this must feel like
1311
+ and that's exactly what that is
1312
+ we do train them however to adjust caution according to where they are
1313
+ out to dinner with family
1314
+ you remember carlos
1315
+ he wanted to sit where he could scan the room where he could plan escape routes where he could get his hands
1316
+ how do you change your behavior
1317
+ he could come over and help me
1318
+ it's a fucking orgy
1319
+ how is it made
1320
+ why was it made
1321
+ they feel at home
test_noisy_random.tsv ADDED
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