ladies and gentlemen we stand at a watershed moment in humanity’s vast
watershed moment in humanity’s vast
watershed moment in humanity’s vast digital uncertain future
digital uncertain future
digital uncertain future a potent technology artificial
a potent technology artificial
a potent technology artificial intelligence has been developing with
intelligence has been developing with
intelligence has been developing with breathtaking speed thanks in large part
breathtaking speed thanks in large part
breathtaking speed thanks in large part to advances in neural network
to advances in neural network
to advances in neural network technologies that are roughly modeled
technologies that are roughly modeled
technologies that are roughly modeled after the human brain AI is able to
after the human brain AI is able to
after the human brain AI is able to ascertain patterns in massive
ascertain patterns in massive
ascertain patterns in massive unstructured data sets make
unstructured data sets make
unstructured data sets make recommendations even make decisions with
recommendations even make decisions with
recommendations even make decisions with ever increasing precision because it
ever increasing precision because it
ever increasing precision because it learns by itself without the
learns by itself without the
learns by itself without the interference of messy complicated
interference of messy complicated
interference of messy complicated emotional human beings fascinating and
emotional human beings fascinating and
emotional human beings fascinating and scary at the same time isn’t it this is
scary at the same time isn’t it this is
scary at the same time isn’t it this is why I think we need to ask ourselves
why I think we need to ask ourselves
why I think we need to ask ourselves this fundamental critical question for
this fundamental critical question for
this fundamental critical question for humankind
humankind
humankind how will we shape and govern the power
how will we shape and govern the power
how will we shape and govern the power of AI so that it serves human values and
of AI so that it serves human values and
of AI so that it serves human values and human power this man here is I’m sure
human power this man here is I’m sure
human power this man here is I’m sure you’ll agree knows a fair bit about
you’ll agree knows a fair bit about
you’ll agree knows a fair bit about power for better or for worse and
power for better or for worse and
power for better or for worse and apparently he knows about the
apparently he knows about the
apparently he knows about the combination of artificial intelligence
combination of artificial intelligence
combination of artificial intelligence and power this is hot off the press is
and power this is hot off the press is
and power this is hot off the press is quoted in a meeting just last week with
quoted in a meeting just last week with
quoted in a meeting just last week with young AI leaders as saying those who
young AI leaders as saying those who
young AI leaders as saying those who lead in the development of AI will end
lead in the development of AI will end
lead in the development of AI will end up ruling the world I hate to tell you
up ruling the world I hate to tell you
up ruling the world I hate to tell you in this particular instance he may be on
in this particular instance he may be on
in this particular instance he may be on to something because AI is about power
to something because AI is about power
to something because AI is about power it’s about the power of the technology
it’s about the power of the technology
it’s about the power of the technology and how it relates to and interferes
and how it relates to and interferes
and how it relates to and interferes with human power and the power of
with human power and the power of
with human power and the power of societal institutions that is why we
societal institutions that is why we
societal institutions that is why we need to get in ahead of this and make
need to get in ahead of this and make
need to get in ahead of this and make sense of it before the machine that we
sense of it before the machine that we
sense of it before the machine that we created the technology run circles
created the technology run circles
created the technology run circles around us faster than we can count the
around us faster than we can count the
around us faster than we can count the laps let me back up and talk about a
laps let me back up and talk about a
laps let me back up and talk about a person that is closer to me than mr.
person that is closer to me than mr.
person that is closer to me than mr. Putin luckily this is my daughter Hannah
Putin luckily this is my daughter Hannah
Putin luckily this is my daughter Hannah she’s 12
she’s 12
she’s 12 let me ask you hands up if you have
let me ask you hands up if you have
let me ask you hands up if you have children thank you I’m glad we’re not
children thank you I’m glad we’re not
children thank you I’m glad we’re not suffering from any extinction problems
suffering from any extinction problems
suffering from any extinction problems in this room children are great they
in this room children are great they
in this room children are great they make you think about the future your
make you think about the future your
make you think about the future your children my children will live in a
children my children will live in a
children my children will live in a world that is purvey
world that is purvey
world that is purvey safely permeated by artificial
safely permeated by artificial
safely permeated by artificial intelligence this is not science fiction
intelligence this is not science fiction
intelligence this is not science fiction this is not some unbelievable future
this is not some unbelievable future
this is not some unbelievable future this is starting right now Hannah is
this is starting right now Hannah is
this is starting right now Hannah is starting to play a rich computer games
starting to play a rich computer games
starting to play a rich computer games providing information about herself her
providing information about herself her
providing information about herself her cognitive patterns her behavior social
cognitive patterns her behavior social
cognitive patterns her behavior social competitive potentially even her
competitive potentially even her
competitive potentially even her socioeconomic status and that of her
socioeconomic status and that of her
socioeconomic status and that of her family as we’re starting to pay for
family as we’re starting to pay for
family as we’re starting to pay for games in a few years she’ll be driving a
games in a few years she’ll be driving a
games in a few years she’ll be driving a car or she’ll be driven in an autonomous
car or she’ll be driven in an autonomous
car or she’ll be driven in an autonomous car and she would be providing
car and she would be providing
car and she would be providing information about herself to automakers
information about herself to automakers
information about herself to automakers and insurance companies about her risk
and insurance companies about her risk
and insurance companies about her risk profile about her Geographic movement
profile about her Geographic movement
profile about her Geographic movement patterns thanks to GPS and AI coming
patterns thanks to GPS and AI coming
patterns thanks to GPS and AI coming together about her social and emotional
together about her social and emotional
together about her social and emotional needs as she communes in the car with
needs as she communes in the car with
needs as she communes in the car with other people and as she draws content
other people and as she draws content
other people and as she draws content games music from the web into the car
games music from the web into the car
games music from the web into the car the Machine the a I will then mesh all
the Machine the a I will then mesh all
the Machine the a I will then mesh all of this and draw conclusions on her
of this and draw conclusions on her
of this and draw conclusions on her quote unquote pattern of life her
quote unquote pattern of life her
quote unquote pattern of life her pattern of life it will then make
pattern of life it will then make
pattern of life it will then make predictions about what Hanna might want
predictions about what Hanna might want
predictions about what Hanna might want to do or need to do next
to do or need to do next
to do or need to do next tremendously useful of course and also
tremendously useful of course and also
tremendously useful of course and also problematic
problematic
problematic let me project forward to let’s say I
let me project forward to let’s say I
let me project forward to let’s say I don’t know 2030 Hannah goes to the
don’t know 2030 Hannah goes to the
don’t know 2030 Hannah goes to the doctor there’s a medical AI assisting
doctor there’s a medical AI assisting
doctor there’s a medical AI assisting the doctor the AI will be able to look
the doctor the AI will be able to look
the doctor the AI will be able to look at disparity de stream such as her
at disparity de stream such as her
at disparity de stream such as her nutritional intake and food preferences
nutritional intake and food preferences
nutritional intake and food preferences her family history and DNA the
her family history and DNA the
her family history and DNA the geographic area she lives in and what
geographic area she lives in and what
geographic area she lives in and what the pollution levels are they’re even
the pollution levels are they’re even
the pollution levels are they’re even stress levels in her relationships and
stress levels in her relationships and
stress levels in her relationships and at work and it will be able to make a
at work and it will be able to make a
at work and it will be able to make a prediction about Hannah’s likelihood of
prediction about Hannah’s likelihood of
prediction about Hannah’s likelihood of incurring breast cancer at some point in
incurring breast cancer at some point in
incurring breast cancer at some point in the medium-term future now right about
the medium-term future now right about
the medium-term future now right about now you might say but that’s fantastic
now you might say but that’s fantastic
now you might say but that’s fantastic she now has choices that you and I never
she now has choices that you and I never
she now has choices that you and I never had and that may be so unless of course
had and that may be so unless of course
had and that may be so unless of course the Machine says the AI says Hannah
the Machine says the AI says Hannah
the Machine says the AI says Hannah you’re gonna have to follow my
you’re gonna have to follow my
you’re gonna have to follow my recommendations for drastic changes in
recommendations for drastic changes in
recommendations for drastic changes in your lifestyle if you want to stay in
your lifestyle if you want to stay in
your lifestyle if you want to stay in short now I don’t know about you but I
short now I don’t know about you but I
short now I don’t know about you but I think this should be Hannah’s choice it
think this should be Hannah’s choice it
think this should be Hannah’s choice it should be driven by Hannah’s value set I
should be driven by Hannah’s value set I
should be driven by Hannah’s value set I may have my preferences for Hanna’s
may have my preferences for Hanna’s
may have my preferences for Hanna’s well-being but this is her as a person
well-being but this is her as a person
well-being but this is her as a person calling these shots privately I might
calling these shots privately I might
calling these shots privately I might add so we need to make sure that she
add so we need to make sure that she
add so we need to make sure that she retains the right to self-determination
retains the right to self-determination
retains the right to self-determination on these critical questions let me talk
on these critical questions let me talk
on these critical questions let me talk a little bit more about values because
a little bit more about values because
a little bit more about values because values are at the core of how we as
values are at the core of how we as
values are at the core of how we as human beings are empowered in society
human beings are empowered in society
human beings are empowered in society you might think we transact commercially
you might think we transact commercially
you might think we transact commercially or in social media and give a fairly
or in social media and give a fairly
or in social media and give a fairly holistic picture of who we are but
holistic picture of who we are but
holistic picture of who we are but that’s not true it’s a very partial
that’s not true it’s a very partial
that’s not true it’s a very partial picture you have dormant values you have
picture you have dormant values you have
picture you have dormant values you have emergent values your values change as
emergent values your values change as
emergent values your values change as you stumble through life serendipitously
you stumble through life serendipitously
you stumble through life serendipitously meeting people meeting challenges
meeting people meeting challenges
meeting people meeting challenges feeling failure and and success pain and
feeling failure and and success pain and
feeling failure and and success pain and joy you evolve and so does your value
joy you evolve and so does your value
joy you evolve and so does your value system you make hair line thin
system you make hair line thin
system you make hair line thin trade-offs between values every day now
trade-offs between values every day now
trade-offs between values every day now this complicated picture needs to be
this complicated picture needs to be
this complicated picture needs to be included in the governance of AI maybe
included in the governance of AI maybe
included in the governance of AI maybe even your personal assistant AI now not
even your personal assistant AI now not
even your personal assistant AI now not to make things too complicated on top of
to make things too complicated on top of
to make things too complicated on top of this society also has an interest in
this society also has an interest in
this society also has an interest in this and has its own hierarchy of values
this and has its own hierarchy of values
this and has its own hierarchy of values how will that hierarchy expressed in
how will that hierarchy expressed in
how will that hierarchy expressed in political processes and community
political processes and community
political processes and community conflict with your value hierarchy as
conflict with your value hierarchy as
conflict with your value hierarchy as you jointly govern the AI let me give
you jointly govern the AI let me give
you jointly govern the AI let me give you an example it’s called the Somalia
you an example it’s called the Somalia
you an example it’s called the Somalia problem what if all of a sudden your
problem what if all of a sudden your
problem what if all of a sudden your personal AI will tell you I’m sorry boss
personal AI will tell you I’m sorry boss
personal AI will tell you I’m sorry boss but I’m gonna have to go to Somalia
but I’m gonna have to go to Somalia
but I’m gonna have to go to Somalia because our government has summoned us
because our government has summoned us
because our government has summoned us to go help with a humanitarian crisis
to go help with a humanitarian crisis
to go help with a humanitarian crisis and then you say to the AI let’s call
and then you say to the AI let’s call
and then you say to the AI let’s call him George George you can’t leave I need
him George George you can’t leave I need
him George George you can’t leave I need you here in say California to help me
you here in say California to help me
you here in say California to help me manage our water problems I’m sorry boss
manage our water problems I’m sorry boss
manage our water problems I’m sorry boss but starving children more important
but starving children more important
but starving children more important than water in California but George
than water in California but George
than water in California but George we’ve got sunshine and marijuana here
we’ve got sunshine and marijuana here
we’ve got sunshine and marijuana here and and it says dude I’m a software
and and it says dude I’m a software
and and it says dude I’m a software program and off it goes to Somalia right
program and off it goes to Somalia right
program and off it goes to Somalia right so so who determines what values govern
so so who determines what values govern
so so who determines what values govern a
a
a that’s a critical question let me talk a
that’s a critical question let me talk a
that’s a critical question let me talk a little bit more about values
little bit more about values
little bit more about values who here has how to run-in with the law
who here has how to run-in with the law
who here has how to run-in with the law I’m sorry you can’t answer this cuz
I’m sorry you can’t answer this cuz
I’m sorry you can’t answer this cuz we’re on camera but let me ask you then
we’re on camera but let me ask you then
we’re on camera but let me ask you then who here has seen the movie Minority
who here has seen the movie Minority
who here has seen the movie Minority Report right great movie
Report right great movie
Report right great movie science fiction but it isn’t it’s
science fiction but it isn’t it’s
science fiction but it isn’t it’s actually here now
actually here now
actually here now it’s called predictive policing the NYPD
it’s called predictive policing the NYPD
it’s called predictive policing the NYPD is working with big data companies to
is working with big data companies to
is working with big data companies to get predictions on where in the city
get predictions on where in the city
get predictions on where in the city crime might arise and then they can
crime might arise and then they can
crime might arise and then they can preemptively dispatch officers to those
preemptively dispatch officers to those
preemptively dispatch officers to those locations now right about now you might
locations now right about now you might
locations now right about now you might feel a lot safer as a tourist going to
feel a lot safer as a tourist going to
feel a lot safer as a tourist going to New York but the communities in question
New York but the communities in question
New York but the communities in question feel stigmatized and they’re asking the
feel stigmatized and they’re asking the
feel stigmatized and they’re asking the NYPD how did your machine arrive at
NYPD how did your machine arrive at
NYPD how did your machine arrive at these conclusions and the machine can
these conclusions and the machine can
these conclusions and the machine can tell them that similarly some judges in
tell them that similarly some judges in
tell them that similarly some judges in America are getting assistance from
America are getting assistance from
America are getting assistance from machine learning algorithms AI on
machine learning algorithms AI on
machine learning algorithms AI on determining bail payments for alleged
determining bail payments for alleged
determining bail payments for alleged offenders and yet the machines can tell
offenders and yet the machines can tell
offenders and yet the machines can tell the judges how they arrived at these
the judges how they arrived at these
the judges how they arrived at these conclusions now I think that’s a problem
conclusions now I think that’s a problem
conclusions now I think that’s a problem in a society that’s governed by the
in a society that’s governed by the
in a society that’s governed by the transparent rule of law and because of
transparent rule of law and because of
transparent rule of law and because of that the US government represented by
that the US government represented by
that the US government represented by DARPA the Defense Advanced Research
DARPA the Defense Advanced Research
DARPA the Defense Advanced Research Projects Agency that’s a mouthful has
Projects Agency that’s a mouthful has
Projects Agency that’s a mouthful has launched a program called explainable AI
launched a program called explainable AI
launched a program called explainable AI so they’re using one AI to explain
so they’re using one AI to explain
so they’re using one AI to explain another AI right now we have remember
another AI right now we have remember
another AI right now we have remember this we have layers upon layers upon
this we have layers upon layers upon
this we have layers upon layers upon layers of values and layers upon layers
layers of values and layers upon layers
layers of values and layers upon layers upon layers of AI who is going to govern
upon layers of AI who is going to govern
upon layers of AI who is going to govern all of this transparently right it’s a
all of this transparently right it’s a
all of this transparently right it’s a big issue for us to solve I want to go
big issue for us to solve I want to go
big issue for us to solve I want to go from policing to psychology 45 million
from policing to psychology 45 million
from policing to psychology 45 million Americans have some kind of
Americans have some kind of
Americans have some kind of psychological trouble or another and yes
psychological trouble or another and yes
psychological trouble or another and yes that’s gotten worse since the election
that’s gotten worse since the election
that’s gotten worse since the election I’m sorry to say 80 percent of them
I’m sorry to say 80 percent of them
I’m sorry to say 80 percent of them don’t think they can get adequate
don’t think they can get adequate
don’t think they can get adequate accessible inexpensive care income the
accessible inexpensive care income the
accessible inexpensive care income the psychotherapy bots eliza le woo bot and
psychotherapy bots eliza le woo bot and
psychotherapy bots eliza le woo bot and sim sensei some of these are developed
sim sensei some of these are developed
sim sensei some of these are developed by medical experts and the military in
by medical experts and the military in
by medical experts and the military in order to provide relief to soldiers who
order to provide relief to soldiers who
order to provide relief to soldiers who are suffering from trauma depression
are suffering from trauma depression
are suffering from trauma depression increased stress levels right great
increased stress levels right great
increased stress levels right great service to them but we need to be
service to them but we need to be
service to them but we need to be conscious that this kind of technology
conscious that this kind of technology
conscious that this kind of technology is now permeating
is now permeating
is now permeating other areas of life who here has
other areas of life who here has
other areas of life who here has interviewed for a job let’s say over the
interviewed for a job let’s say over the
interviewed for a job let’s say over the last five years all right some of you a
last five years all right some of you a
last five years all right some of you a lot of you in fact that tells me you
lot of you in fact that tells me you
lot of you in fact that tells me you know how anxiety evoking that is this
know how anxiety evoking that is this
know how anxiety evoking that is this kind of technology here facial
kind of technology here facial
kind of technology here facial recognition voice recognition body
recognition voice recognition body
recognition voice recognition body language recognition algorithms are
language recognition algorithms are
language recognition algorithms are comparing you analyzing you in your
comparing you analyzing you in your
comparing you analyzing you in your interview performance against that of
interview performance against that of
interview performance against that of other interviewees then they’re using
other interviewees then they’re using
other interviewees then they’re using that to compare all the interviewees to
that to compare all the interviewees to
that to compare all the interviewees to other people on the inside of the
other people on the inside of the
other people on the inside of the company who have already been performing
company who have already been performing
company who have already been performing well on these jobs now they want to
well on these jobs now they want to
well on these jobs now they want to predict how well you can do in these
predict how well you can do in these
predict how well you can do in these jobs understandable but uncanny isn’t it
jobs understandable but uncanny isn’t it
jobs understandable but uncanny isn’t it because you thought you were in control
because you thought you were in control
because you thought you were in control of your own appearance so we need to
of your own appearance so we need to
of your own appearance so we need to talk about this I want to go to the
talk about this I want to go to the
talk about this I want to go to the political realm now and think big China
political realm now and think big China
political realm now and think big China is spending billions of dollars on AI to
is spending billions of dollars on AI to
is spending billions of dollars on AI to assign a trust rating to each one of its
assign a trust rating to each one of its
assign a trust rating to each one of its citizens a publicly available rating why
citizens a publicly available rating why
citizens a publicly available rating why are they doing this they want to
are they doing this they want to
are they doing this they want to facilitate peace and harmony for the
facilitate peace and harmony for the
facilitate peace and harmony for the glorious harmony society to increase
glorious harmony society to increase
glorious harmony society to increase peaceful transactions in the economy
peaceful transactions in the economy
peaceful transactions in the economy understandable given China’s history but
understandable given China’s history but
understandable given China’s history but also scary why who’s in charge of these
also scary why who’s in charge of these
also scary why who’s in charge of these ratings what kind of recourse does a
ratings what kind of recourse does a
ratings what kind of recourse does a citizen have to correct
citizen have to correct
citizen have to correct misunderstandings or mistakes and by the
misunderstandings or mistakes and by the
misunderstandings or mistakes and by the way aren’t we always told we should
way aren’t we always told we should
way aren’t we always told we should learn from mistakes so then are we gonna
learn from mistakes so then are we gonna
learn from mistakes so then are we gonna get a bonus to make up for some
get a bonus to make up for some
get a bonus to make up for some shortcoming on a mistake how is all this
shortcoming on a mistake how is all this
shortcoming on a mistake how is all this going to be determined this has a direct
going to be determined this has a direct
going to be determined this has a direct impact on the power to determine the
impact on the power to determine the
impact on the power to determine the livelihood of a billion five Chinese
livelihood of a billion five Chinese
livelihood of a billion five Chinese right a big thing I want to highlight
right a big thing I want to highlight
right a big thing I want to highlight that there is a lot of benefit to a lot
that there is a lot of benefit to a lot
that there is a lot of benefit to a lot of the things that I just told you I’m a
of the things that I just told you I’m a
of the things that I just told you I’m a Technol I want to show you some other
Technol I want to show you some other
Technol I want to show you some other things that are unequivocally positive
things that are unequivocally positive
things that are unequivocally positive this is what I might call the social
this is what I might call the social
this is what I might call the social Factory in Germany these are experiments
Factory in Germany these are experiments
Factory in Germany these are experiments where the machine is learning basic
where the machine is learning basic
where the machine is learning basic parameters physical psychological about
parameters physical psychological about
parameters physical psychological about the human operator here on the left then
the human operator here on the left then
the human operator here on the left then integrating with an operator more
integrating with an operator more
integrating with an operator more effectively for more collaborative
effectively for more collaborative
effectively for more collaborative higher productivity that is great for
higher productivity that is great for
higher productivity that is great for economic growth and for
economic growth and for
economic growth and for labor right you might have heard about
labor right you might have heard about
labor right you might have heard about Japan’s aging society 25 percent of
Japan’s aging society 25 percent of
Japan’s aging society 25 percent of Japan’s population is 65 years or older
Japan’s population is 65 years or older
Japan’s population is 65 years or older they’re facing a looming crisis of a
they’re facing a looming crisis of a
they’re facing a looming crisis of a million caregivers a shortage of a
million caregivers a shortage of a
million caregivers a shortage of a million caregivers by 2025
million caregivers by 2025
million caregivers by 2025 therefore Japan has invested in robots
therefore Japan has invested in robots
therefore Japan has invested in robots and an AI to facilitate longer healthier
and an AI to facilitate longer healthier
and an AI to facilitate longer healthier less lonely lives for its elderly right
less lonely lives for its elderly right
less lonely lives for its elderly right I think that’s a phenomenal idea I have
I think that’s a phenomenal idea I have
I think that’s a phenomenal idea I have an aging parent on another continent I
an aging parent on another continent I
an aging parent on another continent I would love to call up the AI let’s calm
would love to call up the AI let’s calm
would love to call up the AI let’s calm George right and ask hey George how is
George right and ask hey George how is
George right and ask hey George how is how’s mom doing right and get an
how’s mom doing right and get an
how’s mom doing right and get an objective opinion on how she’s doing day
objective opinion on how she’s doing day
objective opinion on how she’s doing day or night
or night
or night instead of getting her on the phone
instead of getting her on the phone
instead of getting her on the phone saying oh honey don’t worry about me I’m
saying oh honey don’t worry about me I’m
saying oh honey don’t worry about me I’m fine
fine
fine right you want that authenticity now so
right you want that authenticity now so
right you want that authenticity now so therefore I think that’s a great thing
therefore I think that’s a great thing
therefore I think that’s a great thing climate change nai possibly the biggest
climate change nai possibly the biggest
climate change nai possibly the biggest impact positively speaking for all of
impact positively speaking for all of
impact positively speaking for all of mankind humankind we have AI working
mankind humankind we have AI working
mankind humankind we have AI working with the UN IPCC see the body that won
with the UN IPCC see the body that won
with the UN IPCC see the body that won the Nobel Prize for its climate change
the Nobel Prize for its climate change
the Nobel Prize for its climate change research and activism determining which
research and activism determining which
research and activism determining which of its climate change models are the
of its climate change models are the
of its climate change models are the most effective that will impact all of
most effective that will impact all of
most effective that will impact all of Earth it doesn’t get any bigger than
Earth it doesn’t get any bigger than
Earth it doesn’t get any bigger than this does it now you might ask where is
this does it now you might ask where is
this does it now you might ask where is all of this going to go in the future
all of this going to go in the future
all of this going to go in the future and there are four emerging perspectives
and there are four emerging perspectives
and there are four emerging perspectives I leave you with the first one is the
I leave you with the first one is the
I leave you with the first one is the upper left essentially saying that a lot
upper left essentially saying that a lot
upper left essentially saying that a lot of people who are inventing AIO
of people who are inventing AIO
of people who are inventing AIO innovating on it are introverted people
innovating on it are introverted people
innovating on it are introverted people right that frankly don’t care very much
right that frankly don’t care very much
right that frankly don’t care very much about human irrationality and big Uwe T
about human irrationality and big Uwe T
about human irrationality and big Uwe T ambivalence political decisions it’s
ambivalence political decisions it’s
ambivalence political decisions it’s messy put them all on a couch let the
messy put them all on a couch let the
messy put them all on a couch let the Machine run the world right the second
Machine run the world right the second
Machine run the world right the second version is a much bleaker version of
version is a much bleaker version of
version is a much bleaker version of this which is that the machine the AI
this which is that the machine the AI
this which is that the machine the AI will eventually eradicate us why because
will eventually eradicate us why because
will eventually eradicate us why because either it has figured out that we are a
either it has figured out that we are a
either it has figured out that we are a non optimizable function in this world
non optimizable function in this world
non optimizable function in this world or because some evil door is going to
or because some evil door is going to
or because some evil door is going to hijack it and kill all of us okay this
hijack it and kill all of us okay this
hijack it and kill all of us okay this is mr. Hawkin or mr. musk version of the
is mr. Hawkin or mr. musk version of the
is mr. Hawkin or mr. musk version of the future the third perspective
future the third perspective
future the third perspective is that of the singularity the machine
is that of the singularity the machine
is that of the singularity the machine the AI and the human essentially
the AI and the human essentially
the AI and the human essentially becoming one right this is reycarts walk
becoming one right this is reycarts walk
becoming one right this is reycarts walk reycarts Wells version and I suppose
reycarts Wells version and I suppose
reycarts Wells version and I suppose that means we don’t have to be afraid of
that means we don’t have to be afraid of
that means we don’t have to be afraid of AI because we’re gonna become one with
AI because we’re gonna become one with
AI because we’re gonna become one with it okay
it okay
it okay the fourth perspective is that we need
the fourth perspective is that we need
the fourth perspective is that we need to keep the human being understood by
to keep the human being understood by
to keep the human being understood by the Machine observed by the machine in
the Machine observed by the machine in
the Machine observed by the machine in the center of the machines attention
the center of the machines attention
the center of the machines attention always in control and empowered the best
always in control and empowered the best
always in control and empowered the best the best representation I think of this
the best representation I think of this
the best representation I think of this perspective is Stuart Russell and the
perspective is Stuart Russell and the
perspective is Stuart Russell and the Center for human compatible AI at UC
Center for human compatible AI at UC
Center for human compatible AI at UC Berkeley this ladies and gentlemen I
Berkeley this ladies and gentlemen I
Berkeley this ladies and gentlemen I think is our ticket that’s our path we
think is our ticket that’s our path we
think is our ticket that’s our path we need to go from the upper left to the
need to go from the upper left to the
need to go from the upper left to the lower right bypassing the upper right
lower right bypassing the upper right
lower right bypassing the upper right here in this picture altogether how do
here in this picture altogether how do
here in this picture altogether how do we get there we need to do something
we get there we need to do something
we get there we need to do something that we’re not usually very good at
that we’re not usually very good at
that we’re not usually very good at which is learned from history go back
which is learned from history go back
which is learned from history go back 800 years King John returning from
800 years King John returning from
800 years King John returning from France to England faced with 20-odd
France to England faced with 20-odd
France to England faced with 20-odd angry barons saying we no longer want
angry barons saying we no longer want
angry barons saying we no longer want your in transparent rule they sat down
your in transparent rule they sat down
your in transparent rule they sat down together and eventually the Magna Carta
together and eventually the Magna Carta
together and eventually the Magna Carta came out of it the Magna Carta was a
came out of it the Magna Carta was a
came out of it the Magna Carta was a quasi contractual document that was the
quasi contractual document that was the
quasi contractual document that was the precursor to the Renaissance the
precursor to the Renaissance the
precursor to the Renaissance the Enlightenment and eventually
Enlightenment and eventually
Enlightenment and eventually constitutional democracy I think we need
constitutional democracy I think we need
constitutional democracy I think we need a new Magna Carta a digital Magna Carta
a new Magna Carta a digital Magna Carta
a new Magna Carta a digital Magna Carta for the era of AI and that document
for the era of AI and that document
for the era of AI and that document needs to put values based human
needs to put values based human
needs to put values based human empowerment at the center let me say
empowerment at the center let me say
empowerment at the center let me say this again because it’s important values
this again because it’s important values
this again because it’s important values based human empowerment we have to get
based human empowerment we have to get
based human empowerment we have to get there through a multi-stakeholder global
there through a multi-stakeholder global
there through a multi-stakeholder global Congress this needs to be a forum for
Congress this needs to be a forum for
Congress this needs to be a forum for what all of us and our children can be
what all of us and our children can be
what all of us and our children can be represented not just the experts and
represented not just the experts and
represented not just the experts and policy makers right if we can get this
policy makers right if we can get this
policy makers right if we can get this done then I think I will sleep much
done then I think I will sleep much
done then I think I will sleep much better and I would submit to you you
better and I would submit to you you
better and I would submit to you you will sleep much better too knowing that
will sleep much better too knowing that
will sleep much better too knowing that our children will live the kinds of
our children will live the kinds of
our children will live the kinds of lives that are worth living thank you
lives that are worth living thank you
lives that are worth living thank you very much
”
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