OEB 2015 - Tomorrow's New World: Extending the Reach of Learning - Toby Walsh
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0:00 - 0:03(Toby Walsh) I wanna talk
about artificial intelligence: it's -- -
0:04 - 0:05I'm a professor of artificial intelligence
-
0:05 - 0:09and its a great time, 2015,
to be working in AI. -
0:10 - 0:11We're making real palpable progress
-
0:11 - 0:13and there's loads of money
being thrown at us. -
0:13 - 0:17Google just spent
five hundred million dollars -- -
0:17 - 0:22pounds buying an AI startup called Deep Mind a couple of weeks ago,
-
0:22 - 0:25today they announced that they were
going to spend a billion dollars -
0:26 - 0:28setting up an AI lab in Silicon Valley.
-
0:29 - 0:32IBM is betting about
a third of the company -
0:32 - 0:35on their cognitive AI computing effort.
-
0:35 - 0:38So it's really interesting time to be working in AI.
-
0:39 - 0:42But the first thing I wanted to
help inform you about -
0:42 - 0:47is what is the state of art,
what progress have we made in AI -
0:47 - 0:51because Hollywood paints
all these pictures, -
0:51 - 0:53these mostly dystopian pictures of AI.
-
0:53 - 0:59Whenever the next science fiction movie
comes out, I put my head in my hands -
0:59 - 1:02and think Oh my God, what do people think
that we're doing? -
1:02 - 1:09So, I wanted to start by just giving you
a feel for what actually is really capable. -
1:09 - 1:14So a couple of years ago, IBM Watson
won the game show Jeopardy 1, -
1:14 - 1:20the million dollar prize in the game show,
Jeopardy P, the reigning human champions. -
1:20 - 1:23Now, you might think, well that's just
a party trick, isn't it? -
1:23 - 1:28It's a -- pour enough of Wikipedia
and the internet into a computer, -
1:28 - 1:31and it can answer general knowledge
questions. -
1:31 - 1:33Well, you guys are being a bit unfair to
IBM Watson, -
1:33 - 1:36there are the cryptic questions
they are answering. -
1:36 - 1:41But just to give you a real feel for
what is technically possible today, -
1:41 - 1:44something that was announced
just two days ago: -
1:44 - 1:52some colleagues of mine at NII in Japan
passed the University Entrance Exam -
1:52 - 1:53with an AI program.
-
1:53 - 1:56Now, I thought long and hard about
putting up a page of maths. -
1:56 - 1:58I thought, well, I'm going to get --
-
1:58 - 2:01half of the audience is going to leave
immediately if I put up a page of math -
2:01 - 2:03But I wanted you to see, just to feel
-
2:04 - 2:07the depth of questions
that they are answering. -
2:07 - 2:12So this is from the maths paper, you know,
a non trivial, sort of, -
2:12 - 2:15if you come from the UK,
A-level-like math question -
2:15 - 2:16that they were able to answer
-
2:17 - 2:22Here is a physics question
about Newtonian dynamics -
2:22 - 2:24that they were able to answer.
-
2:24 - 2:29Now they got 511 points, out of
a maximum of 950. -
2:29 - 2:32That's more than the average score
of Japanese students -
2:32 - 2:34sitting the entrance exam.
-
2:34 - 2:39They would have got into most
Japanese universities with a score of 511. -
2:39 - 2:41That's what's possible today.
-
2:41 - 2:44Their ambition in 10 years' time is to get
into Tokyo, University of Tokyo, -
2:44 - 2:46which is one of the best universities
in the world. -
2:48 - 2:50So, this is why I put up
a picture of Terminator, -
2:50 - 2:53because whenever I talk to the media
about what we do in AI, -
2:53 - 2:56they put up a picture of Terminator,
right? -
2:56 - 2:58So I don't want you to worry
about Terminator, -
2:58 - 3:02Terminator is at least
50 to 100 years away. -
3:03 - 3:06and there are lots of reasons why
we don't have to worry about it, -
3:06 - 3:07about Terminator.
-
3:07 - 3:09I'm not going to go and spend
too much time -
3:09 - 3:11on why you don't have to worry about Terminator.
-
3:12 - 3:13But there is actually things
that you should worry about, -
3:13 - 3:15much nearer than Terminator.
-
3:17 - 3:20Many people have said,
Stephen Hawkins has said -
3:20 - 3:23that, you know, AI is going to spell
the end of the human race. -
3:23 - 3:28Elon Musk chimed in afterwards, said
"It's our biggest existential threat." -
3:30 - 3:33Bill Gates followed on by saying,
"Elon Musk was right." -
3:33 - 3:40Lots of people have said that's a --
AI is a real existential threat to us. -
3:40 - 3:43I don't want you to worry about
the existential threat that AI -
3:43 - 3:45or Terminator is going to bring.
-
3:46 - 3:48There's actually a very common confusion,
-
3:48 - 3:51which is that it's not the AI
that's going to be the existential threat, -
3:51 - 3:52it's autonomy, it's autonomous systems.
-
3:54 - 3:56What's in the (check) --
-
3:56 - 3:58it isn't it going to wake up
any time in the morning and say: -
3:58 - 4:02"You know what? I'm tired
of playing Jeopardy, -
4:02 - 4:04"I want to play Who Wants to Be a Millionaire!
-
4:05 - 4:07"Or wait a second, I'm tired of playing
game shows, -
4:07 - 4:09I want to take over the universe."
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4:10 - 4:12It's just not in its code, there is no way,
-
4:12 - 4:15it's not given any freedom to think
about anything other -
4:15 - 4:17than maximizing its Jeopardy score.
-
4:18 - 4:21And it has no desires, no other desires than,
-
4:21 - 4:23other to improve its maximum scores.
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4:23 - 4:26So I don't want you to worry about Terminator,
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4:27 - 4:29but I do want you to worry about jobs.
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4:30 - 4:32Because lots of people,
lots of very serious people, -
4:32 - 4:35have been saying
hat AI is going to end jobs, -
4:35 - 4:38and that is a very great consequence
for anyone working in education, -
4:38 - 4:42because, certainly, the jobs that are going
to exist in the future -
4:42 - 4:45are going to be different
than the jobs that exist today. -
4:47 - 4:50Now, who has an odd birthday?
-
4:51 - 4:53Well, I haven't told you
what an odd birthday is yet, -
4:53 - 4:55so someone has an odd birthday, like me.
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4:55 - 4:58OK. Who was born on an odd-number
day of the month? -
4:58 - 5:00I was born on the 11th of April, right?
-
5:01 - 5:03Come on, it's half the room,
I know it's half the room. -
5:03 - 5:05(Laughter)
-
5:05 - 5:09OK.Well, you want to have
an odd birthday, by the way, -
5:09 - 5:13because that means, in 20 years' time,
you will be a person with a job. -
5:13 - 5:16As opposed to the even people,
who won't have jobs. -
5:16 - 5:21That's certainty -- if you believe
lots of serious people, -
5:22 - 5:25you might have missed this news
on Friday the 13th, -
5:25 - 5:28I thought this was a rather
depressing news story -
5:28 - 5:30....... (check) comparison otherwise ...... (check)
-
5:30 - 5:32but the chief economist, Bank of England,
-
5:32 - 5:36went on the record saying 50% of jobs
were under threat in the UK. -
5:37 - 5:40And he's not the first serious person
who should know what he's talking about -
5:40 - 5:43who said similar things.
-
5:43 - 5:46There was a very influential Merrill Lynch
report that came out a month or to ago -
5:46 - 5:49saying very similar things about
the impact of AI, -
5:49 - 5:51robotics, automation on jobs.
-
5:53 - 5:56And some of this goes back to, I think,
one of the first reports -
5:56 - 5:59that really hit the press,
that really got people's attention, -
5:59 - 6:02was a report that came out of
the Oxford Martin School. -
6:02 - 6:06They predicted that 47% of jobs
in the United States -
6:06 - 6:09were under threat of automation
in the next 20 years. -
6:10 - 6:14We followed that up
with a very similar study and analysis -
6:14 - 6:16for jobs in Australia, where I work.
-
6:17 - 6:19And because it's a slightly different
profile of workers, -
6:19 - 6:24of the work force in Australia, we came up
with a number of around 40%. -
6:24 - 6:27These are non trivial numbers, right?
40-50%. -
6:28 - 6:32No, just an aside: 47%, I don't know
why they didn't say 47.2%, right? -
6:32 - 6:41You can't believe a number
that's far too precise -
6:41 - 6:42when you predict in the future.
-
6:42 - 6:45But nevertheless, the fact
that it's of this sort of scale, -
6:45 - 6:46you've got to take away: it wasn't 4%,
it was roughly about half the jobs. -
6:46 - 6:46Now, let's put some context to this.
-
Not SyncedI mean, is this really a credible claim?
-
Not SyncedThe Number One job
in the United States today: truck driver. -
Not SyncedNow you might have noticed,
the autonomous cars -
Not Syncedare coming to us very soon.
-
Not SyncedWe're going to be having -- trying
the first trial of autonomous cars -
Not Syncedon the roads, public roads of Australia,
three weeks ago. -
Not SyncedThe Google Car has driven
over a million kilometers -
Not Synced-- or the Google cars, rather,
have driven over a million kilometers, -
Not Syncedautonomously, on the roads of California.
-
Not SyncedIn 20 years' time, we are going to have
autonomous cars. -
Not SyncedWe're also going to have
autonomous trucks. -
Not SyncedSo if you are in the Number One profession
in the United States, -
Not Syncedyou have to worry that your job
is not going to be automated away.
- Title:
- OEB 2015 - Tomorrow's New World: Extending the Reach of Learning - Toby Walsh
- Description:
-
Toby Walsh - Professor of Artificial Intelligence at the University of New South Wales - Australia
How can we ensure that education is ready to prepare learners for the future? And how can we create new learning environments which enhance the benefit of education? Learn about the latest theories, new digital solutions, policies, strategies, research and insights, as our expert speakers shared their enthusiasm for tomorrow’s new world of learning.
More info: http://bit.ly/1NgVtia
- Video Language:
- English
- Team:
Captions Requested
- Duration:
- 15:57
![]() |
Claude Almansi edited English subtitles for OEB 2015 - Tomorrow's New World: Extending the Reach of Learning - Toby Walsh | |
![]() |
Claude Almansi edited English subtitles for OEB 2015 - Tomorrow's New World: Extending the Reach of Learning - Toby Walsh | |
![]() |
Claude Almansi edited English subtitles for OEB 2015 - Tomorrow's New World: Extending the Reach of Learning - Toby Walsh | |
![]() |
Claude Almansi edited English subtitles for OEB 2015 - Tomorrow's New World: Extending the Reach of Learning - Toby Walsh | |
![]() |
Claude Almansi edited English subtitles for OEB 2015 - Tomorrow's New World: Extending the Reach of Learning - Toby Walsh | |
![]() |
Claude Almansi edited English subtitles for OEB 2015 - Tomorrow's New World: Extending the Reach of Learning - Toby Walsh | |
![]() |
Claude Almansi edited English subtitles for OEB 2015 - Tomorrow's New World: Extending the Reach of Learning - Toby Walsh | |
![]() |
Claude Almansi edited English subtitles for OEB 2015 - Tomorrow's New World: Extending the Reach of Learning - Toby Walsh |