ABOUT THE SPEAKERS
Roy Bahat - Venture capitalist
Roy Bahat invests in the future of work, with a focus on automation, data, robotics, media, productivity tools and more.

Why you should listen

Roy Bahat invests in the future of work as a venture capitalist, with a focus on machine intelligence. Prior to his life as a VC, Bahat founded start-ups, served as a corporate executive at News Corp. and worked in government in the office of New York City mayor Michael Bloomberg.

As the head of Bloomberg Beta, an investment firm with 150 million dollars under management, Bahat and his team have invested in areas like automation, data, robotics, media, productivity tools and many others.

Fast Company named Bahat one of the Most Creative People in Business and noted "Bahat is a natural innovator ... one of the most candid people you'll ever meet (check out his LinkedIn profile)." He organized "Comeback Cities," where he leads groups of venture capitalists and members of Congress on bus tours to find the untapped beds of talent and entrepreneurship in America. He also co-chaired the Shift Commission on Work, Workers, and Technology, a partnership between Bloomberg and think-tank New America to look at automation and the future of work 10 to 20 years from now.

Bahat is on the faculty at U.C. Berkeley, where he teaches about media at the Haas School of Business. He serves on the board of the Center for Investigative Reporting, a nonprofit newsroom, and is on the steering committee of the Economic Security Project. A graduate of Harvard College, where he ran the student public service nonprofit, Bahat was also a Rhodes Scholar at Oxford University. He lives in San Francisco with his wife and two kids.

More profile about the speaker
Roy Bahat | Speaker | TED.com
Bryn Freedman - Editorial director and curator, TED Institute
Bryn Freedman helps those who want to give the "talk of their lives" in a clear, passionate and authentic way.

Why you should listen

Award-winning TV producer, investigative journalist and author, Bryn Freedman joined TED in 2014 as the editorial director and curator for the TED Institute. In her work with TED, Freedman creates and executes TED conference events for Fortune 500 companies, overseeing all editorial content as well as managing speaker coaches and determining both the topics for each talk and the overall conference theme. In addition to curating these events, she works as an executive speaker coach for professionals who want to give the "talk of their lives" in a clear, passionate and authentic way.

Freedman is also co-founder of Voices4Freedom, an international organization aimed at eradicating slavery through education and media.

More profile about the speaker
Bryn Freedman | Speaker | TED.com
TED Salon Zebra Technologies

Roy Bahat and Bryn Freedman: What is the meaning of work?

Filmed:
2,033,283 views

Roy Bahat was worried. His company invests in new technology like AI to make businesses more efficient -- but, he wondered, what was AI doing to the people whose jobs might change, go away or become less fulfilling? The question sent him on a two-year research odyssey to discover what motivates people, and why we work. In this conversation with curator Bryn Freedman, he shares what he learned, including some surprising insights that will shape the conversation about the future of our jobs.
- Venture capitalist
Roy Bahat invests in the future of work, with a focus on automation, data, robotics, media, productivity tools and more. Full bio - Editorial director and curator, TED Institute
Bryn Freedman helps those who want to give the "talk of their lives" in a clear, passionate and authentic way. Full bio

Double-click the English transcript below to play the video.

00:12
Bryn Freedman: You're a guy whose company
funds these AI programs and invests.
0
151
5936
00:18
So why should we trust you
to not have a bias
1
6111
5045
00:23
and tell us something really useful
for the rest of us
2
11180
3176
00:26
about the future of work?
3
14380
2304
00:29
Roy Bahat: Yes, I am.
4
17046
1491
00:30
And when you wake up in the morning
and you read the newspaper
5
18561
2988
00:33
and it says, "The robots are coming,
they may take all our jobs,"
6
21573
3449
00:37
as a start-up investor
focused on the future of work,
7
25046
2531
00:39
our fund was the first one to say
8
27601
2317
00:41
artificial intelligence
should be a focus for us.
9
29942
2310
00:44
So I woke up one morning
and read that and said,
10
32276
2253
00:46
"Oh, my gosh, they're talking about me.
That's me who's doing that."
11
34553
3447
00:50
And then I thought: wait a minute.
12
38839
2024
00:52
If things continue,
13
40887
2412
00:55
then maybe not only will the start-ups
in which we invest struggle
14
43323
5254
01:00
because there won't be people to have jobs
15
48601
2561
01:03
to pay for the things
that they make and buy them,
16
51186
2862
01:06
but our economy and society
might struggle, too.
17
54072
2917
01:09
And look, I should be the guy
who sits here and tells you,
18
57013
3221
01:12
"Everything is going to be fine.
It's all going to work out great.
19
60258
3131
01:15
Hey, when they introduced the ATM machine,
20
63413
2032
01:17
years later, there's more
tellers in banks."
21
65469
2136
01:19
It's true.
22
67629
1158
01:20
And yet, when I looked at it, I thought,
"This is going to accelerate.
23
68811
3316
01:24
And if it does accelerate,
there's a chance the center doesn't hold."
24
72151
3260
01:27
But I figured somebody must know
the answer to this;
25
75435
2483
01:29
there are so many ideas out there.
26
77942
1675
01:31
And I read all the books,
and I went to the conferences,
27
79641
3054
01:34
and at one point, we counted more than
100 efforts to study the future of work.
28
82719
5644
01:40
And it was a frustrating experience,
29
88387
2857
01:43
because I'd hear the same back-and-forth
over and over again:
30
91268
4015
01:47
"The robots are coming!"
31
95307
1778
01:49
And then somebody else would say,
32
97109
1603
01:50
"Oh, don't worry about that, they've
always said that and it turns out OK."
33
98736
3564
01:54
Then somebody else would say,
34
102324
1389
01:55
"Well, it's really about the meaning
of your job, anyway."
35
103737
2732
01:58
And then everybody would shrug
and go off and have a drink.
36
106493
2783
02:01
And it felt like there was this
Kabuki theater of this discussion,
37
109300
3102
02:04
where nobody was talking to each other.
38
112426
1875
02:06
And many of the people that I knew
and worked with in the technology world
39
114325
3486
02:09
were not speaking to policy makers;
40
117835
1675
02:11
the policy makers
were not speaking to them.
41
119534
2069
02:13
And so we partnered with a nonpartisan
think tank NGO called New America
42
121627
4182
02:17
to study this issue.
43
125833
1333
02:19
And we brought together a group of people,
44
127190
2348
02:21
including an AI czar
at a technology company
45
129562
3430
02:25
and a video game designer
46
133016
1872
02:26
and a heartland conservative
47
134912
1483
02:28
and a Wall Street investor
48
136419
1244
02:29
and a socialist magazine editor --
49
137687
1960
02:31
literally, all in the same room;
it was occasionally awkward --
50
139671
2968
02:34
to try to figure out
what is it that will happen here.
51
142663
2581
02:37
The question we asked was simple.
52
145268
2820
02:40
It was: What is the effect of technology
on work going to be?
53
148704
3413
02:44
And we looked out 10 to 20 years,
54
152141
1627
02:45
because we wanted to look out far enough
that there could be real change,
55
153792
3484
02:49
but soon enough that we weren't talking
about teleportation or anything like that.
56
157300
3969
02:53
And we recognized --
57
161293
1378
02:54
and I think every year
we're reminded of this in the world --
58
162695
3049
02:57
that predicting what's
going to happen is hard.
59
165768
2207
02:59
So instead of predicting,
there are other things you can do.
60
167999
2856
03:02
You can try to imagine
alternate possible futures,
61
170879
2796
03:05
which is what we did.
62
173699
1152
03:06
We did a scenario-planning exercise,
63
174875
1758
03:08
and we imagined cases
where no job is safe.
64
176657
3066
03:11
We imagined cases where every job is safe.
65
179747
3103
03:14
And we imagined every
distinct possibility we could.
66
182874
4039
03:18
And the result, which really surprised us,
67
186937
3283
03:22
was when you think through those futures
and you think what should we do,
68
190244
3698
03:25
the answers about what we should do
actually turn out to be the same,
69
193966
3915
03:29
no matter what happens.
70
197905
1496
03:31
And the irony of looking out
10 to 20 years into the future is,
71
199425
3742
03:35
you realize that the things
we want to act on
72
203191
2409
03:37
are actually already happening right now.
73
205624
1961
03:39
The automation is right now,
the future is right now.
74
207609
2786
03:42
BF: So what does that mean,
and what does that tell us?
75
210419
2595
03:45
If the future is now, what is it
that we should be doing,
76
213038
2698
03:47
and what should we be thinking about?
77
215760
1870
03:49
RB: We have to understand
the problem first.
78
217654
2080
03:51
And so the data are that as the economy
becomes more productive
79
219758
4039
03:55
and individual workers
become more productive,
80
223821
2145
03:57
their wages haven't risen.
81
225990
1262
03:59
If you look at the proportion
of prime working-age men,
82
227276
3190
04:02
in the United States at least,
83
230490
1492
04:04
who work now versus in 1960,
84
232006
3749
04:07
we have three times
as many men not working.
85
235779
2468
04:10
And then you hear the stories.
86
238271
1444
04:11
I sat down with a group
of Walmart workers and said,
87
239739
2439
04:14
"What do you think about this cashier,
this futuristic self-checkout thing?"
88
242202
3643
04:17
They said, "That's nice, but have
you heard about the cash recycler?
89
245869
3205
04:21
That's a machine that's being
installed right now,
90
249098
2373
04:23
and is eliminating two jobs
at every Walmart right now."
91
251495
2637
04:26
And so we just thought, "Geez. We don't
understand the problem."
92
254156
3043
04:29
And so we looked at the voices
that were the ones that were excluded,
93
257223
3278
04:32
which is all of the people
affected by this change.
94
260525
2600
04:35
And we decided to listen to them,
95
263149
1587
04:36
sort of "automation and its discontents."
96
264760
1984
04:38
And I've spent the last
couple of years doing that.
97
266768
2403
04:41
I've been to Flint, Michigan,
and Youngstown, Ohio,
98
269195
2396
04:43
talking about entrepreneurs,
trying to make it work
99
271615
2431
04:46
in a very different environment
from New York or San Francisco
100
274070
2948
04:49
or London or Tokyo.
101
277042
1485
04:50
I've been to prisons twice
102
278551
1597
04:52
to talk to inmates about
their jobs after they leave.
103
280172
2881
04:55
I've sat down with truck drivers
to ask them about the self-driving truck,
104
283077
3747
04:58
with people who, in addition
to their full-time job,
105
286848
2454
05:01
care for an aging relative.
106
289326
1784
05:03
And when you talk to people,
107
291134
1564
05:04
there were two themes
that came out loud and clear.
108
292722
2951
05:08
The first one was that people
are less looking for more money
109
296285
4844
05:13
or get out of the fear
of the robot taking their job,
110
301153
3278
05:16
and they just want something stable.
111
304455
1896
05:18
They want something predictable.
112
306375
1540
05:19
So if you survey people and ask them
what they want out of work,
113
307939
3675
05:23
for everybody who makes
less than 150,000 dollars a year,
114
311638
3480
05:27
they'll take a more stable
and secure income, on average,
115
315142
3356
05:30
over earning more money.
116
318522
1865
05:32
And if you think about the fact that
117
320411
2214
05:34
not only for all of the people
across the earth who don't earn a living,
118
322649
3388
05:38
but for those who do,
119
326061
1191
05:39
the vast majority earn a different
amount from month to month
120
327276
2960
05:42
and have an instability,
121
330260
1214
05:43
all of a sudden you realize,
122
331498
1397
05:44
"Wait a minute. We have
a real problem on our hands."
123
332919
2498
05:47
And the second thing they say,
which took us a longer time to understand,
124
335441
3723
05:51
is they say they want dignity.
125
339188
2378
05:53
And that concept
of self-worth through work
126
341894
5112
05:59
emerged again and again and again
in our conversations.
127
347030
2611
06:01
BF: So, I certainly
appreciate this answer.
128
349665
2984
06:04
But you can't eat dignity,
129
352673
1471
06:06
you can't clothe your children
with self-esteem.
130
354168
2885
06:09
So, what is that, how do you reconcile --
131
357077
3488
06:12
what does dignity mean,
132
360589
1841
06:14
and what is the relationship
between dignity and stability?
133
362454
3663
06:18
RB: You can't eat dignity.
You need stability first.
134
366141
2484
06:20
And the good news is,
135
368649
1238
06:21
many of the conversations
that are happening right now
136
369911
2755
06:24
are about how we solve that.
137
372690
1562
06:26
You know, I'm a proponent
of studying guaranteed income,
138
374276
3865
06:30
as one example,
139
378165
1277
06:31
conversations about how
health care gets provided
140
379466
2288
06:33
and other benefits.
141
381778
1239
06:35
Those conversations are happening,
142
383041
1777
06:36
and we're at a time
where we must figure that out.
143
384842
2396
06:39
It is the crisis of our era.
144
387262
1641
06:40
And my point of view
after talking to people
145
388927
2912
06:43
is that we may do that,
146
391863
2040
06:45
and it still might not be enough.
147
393927
1580
06:47
Because what we need to do
from the beginning is understand
148
395531
2807
06:50
what is it about work
that gives people dignity,
149
398362
2240
06:52
so they can live the lives
that they want to live.
150
400626
3340
06:55
And so that concept of dignity is ...
151
403990
4015
07:00
it's difficult to get your hands around,
152
408029
1932
07:01
because when many people hear it --
especially, to be honest, rich people --
153
409985
3599
07:05
they hear "meaning."
154
413608
1156
07:06
They hear "My work is important to me."
155
414788
1906
07:08
And again, if you survey people
and you ask them,
156
416718
3637
07:12
"How important is it to you
that your work be important to you?"
157
420379
3500
07:15
only people who make
150,000 dollars a year or more
158
423903
3301
07:19
say that it is important to them
that their work be important.
159
427228
4223
07:24
BF: Meaning, meaningful?
160
432050
1225
07:25
RB: Just defined as,
"Is your work important to you?"
161
433744
2877
07:29
Whatever somebody took that to mean.
162
437950
1716
07:31
And yet, of course dignity is essential.
163
439690
1914
07:33
We talked to truck drivers who said,
164
441628
1720
07:35
"I saw my cousin drive, and I got
on the open road and it was amazing.
165
443372
3964
07:39
And I started making more money
than people who went to college."
166
447360
3070
07:42
Then they'd get to the end
of their thought and say something like,
167
450454
3174
07:45
"People need their fruits
and vegetables in the morning,
168
453652
2645
07:48
and I'm the guy who gets it to them."
169
456321
1799
07:50
We talked to somebody who, in addition
to his job, was caring for his aunt.
170
458144
3540
07:53
He was making plenty of money.
171
461708
1499
07:55
At one point we just asked,
172
463231
1317
07:56
"What is it about caring for your aunt?
Can't you just pay somebody to do it?"
173
464572
4262
08:00
He said, "My aunt doesn't want
somebody we pay for.
174
468858
2493
08:03
My aunt wants me."
175
471375
1202
08:04
So there was this concept there
of being needed.
176
472601
3667
08:08
If you study the word
"dignity," it's fascinating.
177
476292
2457
08:10
It's one of the oldest words
in the English language, from antiquity.
178
478773
3275
08:14
And it has two meanings:
179
482072
1152
08:15
one is self-worth,
180
483248
1154
08:16
and the other is that something
is suitable, it's fitting,
181
484426
4227
08:20
meaning that you're part
of something greater than yourself,
182
488677
2858
08:23
and it connects to some broader whole.
183
491559
1823
08:25
In other words, that you're needed.
184
493406
1717
08:27
BF: So how do you answer this question,
185
495147
1874
08:29
this concept that we don't pay teachers,
186
497045
2050
08:31
and we don't pay eldercare workers,
187
499119
2268
08:33
and we don't pay people
who really care for people
188
501411
3126
08:36
and are needed, enough?
189
504561
2286
08:38
RB: Well, the good news is,
people are finally asking the question.
190
506871
3182
08:42
So as AI investors,
we often get phone calls
191
510077
2303
08:44
from foundations or CEOs
and boardrooms saying,
192
512404
2730
08:47
"What do we do about this?"
193
515158
1305
08:48
And they used to be asking,
194
516487
1309
08:49
"What do we do about
introducing automation?"
195
517820
2112
08:51
And now they're asking,
"What do we do about self-worth?"
196
519956
2698
08:54
And they know that the employees
who work for them
197
522678
2423
08:57
who have a spouse who cares for somebody,
198
525125
2246
08:59
that dignity is essential
to their ability to just do their job.
199
527395
3523
09:02
I think there's two kinds of answers:
200
530942
1776
09:04
there's the money side
of just making your life work.
201
532742
2526
09:07
That's stability. You need to eat.
202
535292
2325
09:09
And then you think about
our culture more broadly,
203
537641
2337
09:12
and you ask: Who do we make into heroes?
204
540002
2678
09:14
And, you know, what I want
is to see the magazine cover
205
542704
4460
09:19
that is the person
who is the heroic caregiver.
206
547188
2752
09:22
Or the Netflix series
that dramatizes the person
207
550292
2730
09:25
who makes all of our other lives work
so we can do the things we do.
208
553046
3237
09:28
Let's make heroes out of those people.
209
556307
1823
09:30
That's the Netflix show
that I would binge.
210
558154
2033
09:32
And we've had chroniclers
of this before --
211
560211
2279
09:34
Studs Terkel,
212
562514
1214
09:35
the oral history of the working
experience in the United States.
213
563752
3706
09:39
And what we need is the experience
of needing one another
214
567482
3152
09:42
and being connected to each other.
215
570658
1625
09:44
Maybe that's the answer
for how we all fit as a society.
216
572307
3040
09:47
And the thought exercise, to me, is:
217
575371
1722
09:49
if you were to go back 100 years
and have people --
218
577117
2578
09:51
my grandparents, great-grandparents,
a tailor, worked in a mine --
219
579719
3771
09:55
they look at what all of us do
for a living and say, "That's not work."
220
583514
3825
09:59
We sit there and type and talk,
and there's no danger of getting hurt.
221
587363
3769
10:03
And my guess is that if you were
to imagine 100 years from now,
222
591526
3491
10:07
we'll still be doing things
for each other.
223
595041
2012
10:09
We'll still need one another.
224
597077
1406
10:10
And we just will think of it as work.
225
598507
2007
10:12
The entire thing I'm trying to say
226
600538
1674
10:14
is that dignity should not
just be about having a job.
227
602236
2873
10:17
Because if you say
you need a job to have dignity,
228
605133
2857
10:20
which many people say,
229
608014
1444
10:21
the second you say that,
you say to all the parents
230
609482
2817
10:24
and all the teachers
and all the caregivers
231
612323
2445
10:26
that all of a sudden,
232
614792
1174
10:27
because they're not being paid
for what they're doing,
233
615990
2547
10:30
it somehow lacks this
essential human quality.
234
618561
2293
10:32
To me, that's the great
puzzle of our time:
235
620878
2104
10:35
Can we figure out how to provide
that stability throughout life,
236
623006
3111
10:38
and then can we figure out
how to create an inclusive,
237
626141
2533
10:40
not just racially, gender,
but multigenerationally inclusive --
238
628698
4267
10:44
I mean, every different
human experience included --
239
632989
4879
10:49
in this way of understanding
how we can be needed by one another.
240
637892
3203
10:53
BF: Thank you.
RB: Thank you.
241
641119
1366
10:54
BF: Thank you very much
for your participation.
242
642509
2197
10:56
(Applause)
243
644730
1150

▲Back to top

ABOUT THE SPEAKERS
Roy Bahat - Venture capitalist
Roy Bahat invests in the future of work, with a focus on automation, data, robotics, media, productivity tools and more.

Why you should listen

Roy Bahat invests in the future of work as a venture capitalist, with a focus on machine intelligence. Prior to his life as a VC, Bahat founded start-ups, served as a corporate executive at News Corp. and worked in government in the office of New York City mayor Michael Bloomberg.

As the head of Bloomberg Beta, an investment firm with 150 million dollars under management, Bahat and his team have invested in areas like automation, data, robotics, media, productivity tools and many others.

Fast Company named Bahat one of the Most Creative People in Business and noted "Bahat is a natural innovator ... one of the most candid people you'll ever meet (check out his LinkedIn profile)." He organized "Comeback Cities," where he leads groups of venture capitalists and members of Congress on bus tours to find the untapped beds of talent and entrepreneurship in America. He also co-chaired the Shift Commission on Work, Workers, and Technology, a partnership between Bloomberg and think-tank New America to look at automation and the future of work 10 to 20 years from now.

Bahat is on the faculty at U.C. Berkeley, where he teaches about media at the Haas School of Business. He serves on the board of the Center for Investigative Reporting, a nonprofit newsroom, and is on the steering committee of the Economic Security Project. A graduate of Harvard College, where he ran the student public service nonprofit, Bahat was also a Rhodes Scholar at Oxford University. He lives in San Francisco with his wife and two kids.

More profile about the speaker
Roy Bahat | Speaker | TED.com
Bryn Freedman - Editorial director and curator, TED Institute
Bryn Freedman helps those who want to give the "talk of their lives" in a clear, passionate and authentic way.

Why you should listen

Award-winning TV producer, investigative journalist and author, Bryn Freedman joined TED in 2014 as the editorial director and curator for the TED Institute. In her work with TED, Freedman creates and executes TED conference events for Fortune 500 companies, overseeing all editorial content as well as managing speaker coaches and determining both the topics for each talk and the overall conference theme. In addition to curating these events, she works as an executive speaker coach for professionals who want to give the "talk of their lives" in a clear, passionate and authentic way.

Freedman is also co-founder of Voices4Freedom, an international organization aimed at eradicating slavery through education and media.

More profile about the speaker
Bryn Freedman | Speaker | TED.com

Data provided by TED.

This site was created in May 2015 and the last update was on January 12, 2020. It will no longer be updated.

We are currently creating a new site called "eng.lish.video" and would be grateful if you could access it.

If you have any questions or suggestions, please feel free to write comments in your language on the contact form.

Privacy Policy

Developer's Blog

Buy Me A Coffee