and I started off as a MicroBot my students my hospitals I still do
students my hospitals I still do
students my hospitals I still do something
years ago when I started doing that with
years ago when I started doing that with an idea of that one day will be ways
an idea of that one day will be ways
an idea of that one day will be ways that one can image the
so from you had gone to study to study
so from you had gone to study to study electrical currents onto studying
electrical currents onto studying
electrical currents onto studying electrical currents in neurons how they
electrical currents in neurons how they
electrical currents in neurons how they communicate and then I’m gong to
communicate and then I’m gong to
communicate and then I’m gong to synthesize all this information to do
synthesize all this information to do
synthesize all this information to do one discovery and you say there is no
one discovery and you say there is no
one discovery and you say there is no artificial intelligence and that journey
artificial intelligence and that journey
artificial intelligence and that journey what I saw by doing that I realized that
what I saw by doing that I realized that
what I saw by doing that I realized that I cannot make sense of loss amount of
I cannot make sense of loss amount of
I cannot make sense of loss amount of data without there being artificial
data without there being artificial
data without there being artificial intelligence couldn’t even process it
intelligence couldn’t even process it
intelligence couldn’t even process it was simply not enough so that was my
was simply not enough so that was my
was simply not enough so that was my introduction to artificial intelligence
introduction to artificial intelligence
introduction to artificial intelligence now I’m just simply a consumer of
now I’m just simply a consumer of
now I’m just simply a consumer of technology I will try to study
technology I will try to study
technology I will try to study biomedical problems for example my
biomedical problems for example my
biomedical problems for example my purpose fascinated by spread of HIV and
purpose fascinated by spread of HIV and
purpose fascinated by spread of HIV and how again is catching up in some areas
how again is catching up in some areas
how again is catching up in some areas is what can we do to stop so interested
is what can we do to stop so interested
is what can we do to stop so interested in finding out the gap between awareness
in finding out the gap between awareness
in finding out the gap between awareness and that will spend and what we are
and that will spend and what we are
and that will spend and what we are doing is simply looking at newspaper
doing is simply looking at newspaper
doing is simply looking at newspaper articles from different parts of the
articles from different parts of the
articles from different parts of the world and once you take them information
world and once you take them information
world and once you take them information by selecting the web
by selecting the web
by selecting the web why artificial intelligence becomes
why artificial intelligence becomes
why artificial intelligence becomes important is because manually you can do
important is because manually you can do
important is because manually you can do the job you put classifying since three
the job you put classifying since three
the job you put classifying since three hundred thousand articles to figure out
hundred thousand articles to figure out
hundred thousand articles to figure out what are their business so you might
what are their business so you might
what are their business so you might only classify thousand articles give the
only classify thousand articles give the
only classify thousand articles give the categories and to train a neural network
categories and to train a neural network
categories and to train a neural network so not an artificial intelligence to do
so not an artificial intelligence to do
so not an artificial intelligence to do the job for you so similarly discovery
the job for you so similarly discovery
the job for you so similarly discovery so that’s all about it as a consumer but
so that’s all about it as a consumer but
so that’s all about it as a consumer but how unfortunate
how unfortunate
how unfortunate it was not by design have unfortunate to
it was not by design have unfortunate to
it was not by design have unfortunate to be a mirror find us in
be a mirror find us in
be a mirror find us in – des and honestly my sauce car spike
– des and honestly my sauce car spike
– des and honestly my sauce car spike was in the ocean and I ended up going to
was in the ocean and I ended up going to
was in the ocean and I ended up going to study things and we have this is the
study things and we have this is the
study things and we have this is the most imposing bond so but that has led
most imposing bond so but that has led
most imposing bond so but that has led me to an interesting approach to
me to an interesting approach to
me to an interesting approach to artificial intelligence
artificial intelligence
artificial intelligence so what else I do is trying to make
so what else I do is trying to make
so what else I do is trying to make artificial intelligence for geomorphic
artificial intelligence for geomorphic
artificial intelligence for geomorphic for example all aspects of artificial
for example all aspects of artificial
for example all aspects of artificial intelligence whether they are inspired
intelligence whether they are inspired
intelligence whether they are inspired by draining some which are not there
by draining some which are not there
by draining some which are not there also relying on models of changing
also relying on models of changing
also relying on models of changing connection strengths so they play with
connection strengths so they play with
connection strengths so they play with architecture beautifully for example you
architecture beautifully for example you
architecture beautifully for example you want to neural networks as the name
want to neural networks as the name
want to neural networks as the name indicates they were inspired by how
indicates they were inspired by how
indicates they were inspired by how neurons are connected in vain in a
neurons are connected in vain in a
neurons are connected in vain in a vector feeding models you have
vector feeding models you have
vector feeding models you have convolutional neural networks so we know
convolutional neural networks so we know
convolutional neural networks so we know our people nipples but they are changes
our people nipples but they are changes
our people nipples but they are changes it would be better for our capacity many
it would be better for our capacity many
it would be better for our capacity many uses not capacity mechanisms which are
uses not capacity mechanisms which are
uses not capacity mechanisms which are not being utilized and what my team is
not being utilized and what my team is
not being utilized and what my team is trying to do is to it’s super
trying to do is to it’s super
trying to do is to it’s super specialized of response beyond that when
specialized of response beyond that when
specialized of response beyond that when the same amount of architecture you
the same amount of architecture you
the same amount of architecture you spending a thousand more times for
spending a thousand more times for
spending a thousand more times for learning capability so it becomes more
learning capability so it becomes more
learning capability so it becomes more efficient while becoming more rare in
efficient while becoming more rare in
efficient while becoming more rare in life so it doesn’t simply rely on the
life so it doesn’t simply rely on the
life so it doesn’t simply rely on the imposter in on synaptic plasticity it
imposter in on synaptic plasticity it
imposter in on synaptic plasticity it starts relying on other aspects for
starts relying on other aspects for
starts relying on other aspects for example local capacity for example
example local capacity for example
example local capacity for example strong any new connections for example
strong any new connections for example
strong any new connections for example having delay in conduction so there are
having delay in conduction so there are
having delay in conduction so there are two aspects and that’s the beauty of
two aspects and that’s the beauty of
two aspects and that’s the beauty of stunning two different fields the last
stunning two different fields the last
stunning two different fields the last of the most volatile so in first on
of the most volatile so in first on
of the most volatile so in first on jumps to this young minds even young
jumps to this young minds even young
jumps to this young minds even young entrepreneurs that if you don’t limit
entrepreneurs that if you don’t limit
entrepreneurs that if you don’t limit yourself to one feel this cross
yourself to one feel this cross
yourself to one feel this cross connection because we do things very
connection because we do things very
connection because we do things very differently than most other people can
differently than most other people can
differently than most other people can so that sort of my journey into
so that sort of my journey into
so that sort of my journey into artificial intelligence man you might
artificial intelligence man you might
artificial intelligence man you might say ok entrusting her think I should be
say ok entrusting her think I should be
say ok entrusting her think I should be here it is if somebody else was talking
here it is if somebody else was talking
here it is if somebody else was talking about their journey
about their journey
about their journey honestly a most cases outline three
that’s like okay there are people in
that’s like okay there are people in force injuries that you should care
force injuries that you should care
force injuries that you should care about artificial intelligence is
about artificial intelligence is
about artificial intelligence is everywhere most of you might say or is
everywhere most of you might say or is
everywhere most of you might say or is something in science fiction movies but
something in science fiction movies but
something in science fiction movies but I like Las Colinas who have taken a
I like Las Colinas who have taken a
I like Las Colinas who have taken a flight if not in an airplane was to fail
flight if not in an airplane was to fail
flight if not in an airplane was to fail that means that except for that takeoff
that means that except for that takeoff
that means that except for that takeoff and landing most of what was being done
and landing most of what was being done
and landing most of what was being done was by artificial intelligence a human
was by artificial intelligence a human
was by artificial intelligence a human spider for emotional crisis rather
spider for emotional crisis rather
spider for emotional crisis rather minimal nowadays single item artificial
minimal nowadays single item artificial
minimal nowadays single item artificial intelligence to you’ve trusted your life
intelligence to you’ve trusted your life
intelligence to you’ve trusted your life or artificial intelligence many of you
or artificial intelligence many of you
or artificial intelligence many of you have a smartphone in that spot form if
have a smartphone in that spot form if
have a smartphone in that spot form if you are saying something that most
you are saying something that most
you are saying something that most efficient technologies artificial
efficient technologies artificial
efficient technologies artificial intelligence most of you are on social
intelligence most of you are on social
intelligence most of you are on social media the street cat will get is based
media the street cat will get is based
media the street cat will get is based on artificial intelligence which feats
on artificial intelligence which feats
on artificial intelligence which feats of reference is seen in fact if speed is
of reference is seen in fact if speed is
of reference is seen in fact if speed is not perfect tell us soon
not perfect tell us soon
not perfect tell us soon what is wrong with artificial
what is wrong with artificial
what is wrong with artificial intelligence also just like any
intelligence also just like any
intelligence also just like any technology it has more forms so you see
technology it has more forms so you see
technology it has more forms so you see some extremes when you’re navigating and
some extremes when you’re navigating and
some extremes when you’re navigating and you look at math it is dynamically
you look at math it is dynamically
you look at math it is dynamically showing you where there’s traffic what
showing you where there’s traffic what
showing you where there’s traffic what route to take
route to take
route to take it’s based on rather than first
it’s based on rather than first
it’s based on rather than first artificial intelligence based very
artificial intelligence based very
artificial intelligence based very complex problems with a very tough time
complex problems with a very tough time
complex problems with a very tough time solving what is optimum to take in
solving what is optimum to take in
solving what is optimum to take in traffic
traffic
traffic that’s alternative is everywhere okay
that’s alternative is everywhere okay
that’s alternative is everywhere okay now artificial intelligence has a great
now artificial intelligence has a great
now artificial intelligence has a great potential while all technology and most
potential while all technology and most
potential while all technology and most people who talk about future marketing
people who talk about future marketing
people who talk about future marketing technology are the technologists
technology are the technologists
technology are the technologists engineers scientists or mesmerism
engineers scientists or mesmerism
engineers scientists or mesmerism what is before you know take into
what is before you know take into
what is before you know take into account is the fact that technology and
account is the fact that technology and
account is the fact that technology and civilization depends on people it
civilization depends on people it
civilization depends on people it depends on the kind of society relevant
depends on the kind of society relevant
depends on the kind of society relevant for example the power of
for example the power of
for example the power of create electricity in a cloud
create electricity in a cloud
create electricity in a cloud also it can be used to create an animal
also it can be used to create an animal
also it can be used to create an animal so it depends on the kind of society you
so it depends on the kind of society you
so it depends on the kind of society you live intelligence for example let us
live intelligence for example let us
live intelligence for example let us take the journey just exposed to five
take the journey just exposed to five
take the journey just exposed to five years coming in not very far most of us
years coming in not very far most of us
years coming in not very far most of us would like that but there’s a lot of
would like that but there’s a lot of
would like that but there’s a lot of noise okay they said the following will
noise okay they said the following will
noise okay they said the following will diminish an accident well is that the
diminish an accident well is that the
diminish an accident well is that the benchmark of zero accidents or the
benchmark of zero accidents or the
benchmark of zero accidents or the benchmark is competitive ones how many
benchmark is competitive ones how many
benchmark is competitive ones how many accidents are happening actually a lot
accidents are happening actually a lot
accidents are happening actually a lot less so there are some autonomous
less so there are some autonomous
less so there are some autonomous vehicles are much better than human
vehicles are much better than human
vehicles are much better than human fighters now there will be applications
fighters now there will be applications
fighters now there will be applications in agriculture right now we have the
in agriculture right now we have the
in agriculture right now we have the problems of crops growing really fast
problems of crops growing really fast
problems of crops growing really fast the lost carbon dioxide in Serie A
the lost carbon dioxide in Serie A
the lost carbon dioxide in Serie A defines imagine small robots taking care
defines imagine small robots taking care
defines imagine small robots taking care of bucks kilogram imagine is often
of bucks kilogram imagine is often
of bucks kilogram imagine is often connected to the war and while at each
connected to the war and while at each
connected to the war and while at each other it’s a carbon tax and test the
other it’s a carbon tax and test the
other it’s a carbon tax and test the more they end up being more nutritious
more they end up being more nutritious
more they end up being more nutritious they provide you more micronutrients
they provide you more micronutrients
they provide you more micronutrients imagine also apodictic lasted fifteen
imagine also apodictic lasted fifteen
imagine also apodictic lasted fifteen five years from now all the human
five years from now all the human
five years from now all the human gradually most enjoy together past being
gradually most enjoy together past being
gradually most enjoy together past being taken up not just it’s a very time
taken up not just it’s a very time
taken up not just it’s a very time consuming agricultural sector most
consuming agricultural sector most
consuming agricultural sector most ninety percent of jobs the given to love
ninety percent of jobs the given to love
ninety percent of jobs the given to love us
us
us imagine your society we are most
imagine your society we are most
imagine your society we are most competitive industrial powers are taken
competitive industrial powers are taken
competitive industrial powers are taken over detergents in form of service
over detergents in form of service
over detergents in form of service physical manifestation of course it can
physical manifestation of course it can
physical manifestation of course it can lead to two things if you need to
lead to two things if you need to
lead to two things if you need to super-rich
super-rich
super-rich who might control all artificial
who might control all artificial
who might control all artificial intelligence ask if I’d been important
intelligence ask if I’d been important
intelligence ask if I’d been important so you can rely on diversity because
so you can rely on diversity because
so you can rely on diversity because when does started several psychological
when does started several psychological
when does started several psychological study
study
study so people they’re going to be slightly
so people they’re going to be slightly
so people they’re going to be slightly what happened after Richard with us so
what happened after Richard with us so
what happened after Richard with us so they want for our people with them also
they want for our people with them also
they want for our people with them also a company you can live in a society
a company you can live in a society
a company you can live in a society which is more in India where artificial
which is more in India where artificial
which is more in India where artificial intelligence tells us our servants we’re
intelligence tells us our servants we’re
intelligence tells us our servants we’re doing things don’t have to work because
doing things don’t have to work because
doing things don’t have to work because they’re all they’re living several
they’re all they’re living several
they’re all they’re living several countries are already talking about
countries are already talking about
countries are already talking about universal basic income because of other
universal basic income because of other
universal basic income because of other reasons but artificial intelligence if
reasons but artificial intelligence if
reasons but artificial intelligence if the society is such that we are living
the society is such that we are living
the society is such that we are living in a more egalitarian society
in a more egalitarian society
in a more egalitarian society it can provide for the basics of almost
it can provide for the basics of almost
it can provide for the basics of almost all human beings and we can be free to
all human beings and we can be free to
all human beings and we can be free to do what we are best at it
[Applause]
[Applause] [Music]
so it’s on so gradually we have
so it’s on so gradually we have technology which can be very very
technology which can be very very
technology which can be very very powerful
powerful
powerful now with any technology is that can you
now with any technology is that can you
now with any technology is that can you have a factor which one thing is more
have a factor which one thing is more
have a factor which one thing is more powerful was one lady for smart to one
powerful was one lady for smart to one
powerful was one lady for smart to one day smarter than you elephant but it’s
day smarter than you elephant but it’s
day smarter than you elephant but it’s unlikely that I would have a little pet
unlikely that I would have a little pet
unlikely that I would have a little pet so if artificial intelligence becomes
so if artificial intelligence becomes
so if artificial intelligence becomes smaller than you if it – becomes 15
technologies would be a technology in a
technologies would be a technology in a manner taking on any contradiction I see
manner taking on any contradiction I see
manner taking on any contradiction I see that as a difficult but another also not
that as a difficult but another also not
that as a difficult but another also not just of technology having so much the
just of technology having so much the
just of technology having so much the problem is be careful what you wish for
problem is be careful what you wish for
problem is be careful what you wish for now this is also an interesting paradox
now this is also an interesting paradox
now this is also an interesting paradox that has been raised for us let us say a
that has been raised for us let us say a
that has been raised for us let us say a robot a machine to fetch a coffee across
robot a machine to fetch a coffee across
robot a machine to fetch a coffee across the street and it’s been given strict
the street and it’s been given strict
the street and it’s been given strict come on the owner is and he wants coffee
come on the owner is and he wants coffee
come on the owner is and he wants coffee to come now right now it steps out in
to come now right now it steps out in
to come now right now it steps out in high definition this process will all
high definition this process will all
high definition this process will all integers our coffee in another condition
integers our coffee in another condition
integers our coffee in another condition exceeds traffic jam it sees a bunch of
exceeds traffic jam it sees a bunch of
exceeds traffic jam it sees a bunch of people around the sides to detox it it’s
people around the sides to detox it it’s
people around the sides to detox it it’s gas if it has done and these people are
gas if it has done and these people are
gas if it has done and these people are the main so if it is not skilled in the
the main so if it is not skilled in the
the main so if it is not skilled in the ethical principles that it should not
ethical principles that it should not
ethical principles that it should not kill others just to fetch coffee for ona
kill others just to fetch coffee for ona
kill others just to fetch coffee for ona so that’s a problem so here’s the
so that’s a problem so here’s the
so that’s a problem so here’s the classic story of – right – asks the
classic story of – right – asks the
classic story of – right – asks the switch that whatever he touches turns
switch that whatever he touches turns
switch that whatever he touches turns into gold
into gold
into gold so the touched is not on that turn at
so the touched is not on that turn at
so the touched is not on that turn at the wall he touches food turning the
the wall he touches food turning the
the wall he touches food turning the world
world
world so he got his wish but it is important
so he got his wish but it is important
so he got his wish but it is important that you have to be careful
that you have to be careful
that you have to be careful which one so it’s not just AI acquiring
which one so it’s not just AI acquiring
which one so it’s not just AI acquiring a mind of its own so there have been
a mind of its own so there have been
a mind of its own so there have been several concerns but these are sort of
several concerns but these are sort of
several concerns but these are sort of like for long Wars for science fiction
like for long Wars for science fiction
like for long Wars for science fiction as of now there are two aspects are like
as of now there are two aspects are like
as of now there are two aspects are like to talk about it one is the fact that if
to talk about it one is the fact that if
to talk about it one is the fact that if there is technology which is already
there is technology which is already
there is technology which is already meeting a chess player which is already
meeting a chess player which is already
meeting a chess player which is already dragged across which is already playing
dragged across which is already playing
dragged across which is already playing boom reaching the technology which
boom reaching the technology which
boom reaching the technology which reaches the intelligence of the mouse
reaches the intelligence of the mouse
reaches the intelligence of the mouse navigating a complex maze it’s not very
navigating a complex maze it’s not very
navigating a complex maze it’s not very far away and the journey song playing
far away and the journey song playing
far away and the journey song playing chess – Mouse is longer than from a
chess – Mouse is longer than from a
chess – Mouse is longer than from a mouse chip magazine and the chimpanzee
mouse chip magazine and the chimpanzee
mouse chip magazine and the chimpanzee too far human journey is not very long
too far human journey is not very long
too far human journey is not very long journey so we like to think of ourselves
journey so we like to think of ourselves
journey so we like to think of ourselves as very special in fact artificial
as very special in fact artificial
as very special in fact artificial intelligence would make us even more
intelligence would make us even more
intelligence would make us even more humble as the computer technology was
humble as the computer technology was
humble as the computer technology was blowing me realizing how we are not as
blowing me realizing how we are not as
blowing me realizing how we are not as special as we like to think of ourselves
special as we like to think of ourselves
special as we like to think of ourselves and also there is a limitation of our
and also there is a limitation of our
and also there is a limitation of our smartness small cranium or Williams are
smartness small cranium or Williams are
smartness small cranium or Williams are bigger than most animals but a computer
bigger than most animals but a computer
bigger than most animals but a computer which could be spread out in several
which could be spread out in several
which could be spread out in several rooms several processes if it is
rooms several processes if it is
rooms several processes if it is connected to let’s say a time when it
connected to let’s say a time when it
connected to let’s say a time when it can have unlimited
can have unlimited
can have unlimited computation compared to us obviously
computation compared to us obviously
computation compared to us obviously mafia is unlimited but there – we are
mafia is unlimited but there – we are
mafia is unlimited but there – we are the other application powers rely are
the other application powers rely are
the other application powers rely are there that computation can be unlimited
there that computation can be unlimited
there that computation can be unlimited so we really do with technology that
so we really do with technology that
so we really do with technology that could be very immense so that is a
could be very immense so that is a
could be very immense so that is a future possibility so that’s one danger
future possibility so that’s one danger
future possibility so that’s one danger so we should not think of it as a
so we should not think of it as a
so we should not think of it as a justify restrictions and having that we
justify restrictions and having that we
justify restrictions and having that we leave
leave
leave 200 years we might have to deal with
200 years we might have to deal with
200 years we might have to deal with such a problem in 15 years or 20 years
such a problem in 15 years or 20 years
such a problem in 15 years or 20 years so it’s not too long it is a baby so
so it’s not too long it is a baby so
so it’s not too long it is a baby so that’s what which is more immediate what
that’s what which is more immediate what
that’s what which is more immediate what is already happening let me ask you how
is already happening let me ask you how
is already happening let me ask you how many of you control your social media to
many of you control your social media to
many of you control your social media to do what you want okay but how many in
do what you want okay but how many in
do what you want okay but how many in how many cases is social media and
how many cases is social media and
how many cases is social media and pulling it so when you will even talk to
pulling it so when you will even talk to
pulling it so when you will even talk to your friend let’s secure a wall and some
your friend let’s secure a wall and some
your friend let’s secure a wall and some chat a personal message recharge your
chat a personal message recharge your
chat a personal message recharge your host our scene halves they share a
host our scene halves they share a
host our scene halves they share a message percent that I’ve got two
message percent that I’ve got two
message percent that I’ve got two kittens and I’m planning to buy a leash
kittens and I’m planning to buy a leash
kittens and I’m planning to buy a leash suddenly I will search but I’m not
suddenly I will search but I’m not
suddenly I will search but I’m not necessarily the customer I am also the
necessarily the customer I am also the
necessarily the customer I am also the product for social media companies they
product for social media companies they
product for social media companies they are setting my information which is
are setting my information which is
are setting my information which is being processed by a I did who also do
being processed by a I did who also do
being processed by a I did who also do not know what exactly they is picking up
not know what exactly they is picking up
not know what exactly they is picking up because it’s important see the regular
because it’s important see the regular
because it’s important see the regular programming has available here I doesn’t
programming has available here I doesn’t
programming has available here I doesn’t have a variable right it has various
have a variable right it has various
have a variable right it has various modes which are undergoing changes which
modes which are undergoing changes which
modes which are undergoing changes which you don’t know it’s only have an angle
you don’t know it’s only have an angle
you don’t know it’s only have an angle so in that scenario you are the product
so in that scenario you are the product
so in that scenario you are the product so it won’t know what information is
so it won’t know what information is
so it won’t know what information is going out and that’s why they robbed us
going out and that’s why they robbed us
going out and that’s why they robbed us raise important issues and they were
raise important issues and they were
raise important issues and they were followed by certain Aleta’s
followed by certain Aleta’s
followed by certain Aleta’s points also for how information how our
points also for how information how our
points also for how information how our privacy should be respected which is
privacy should be respected which is
privacy should be respected which is currently not in respect instead of it’s
currently not in respect instead of it’s
currently not in respect instead of it’s by brownells or whether it’s by large
by brownells or whether it’s by large
by brownells or whether it’s by large corporations now whatever we are
corporations now whatever we are
corporations now whatever we are searching that information is being sold
searching that information is being sold
searching that information is being sold out and then you get exhibitions you saw
out and then you get exhibitions you saw
out and then you get exhibitions you saw something on that several you start
something on that several you start
something on that several you start getting solutions similar to that so
getting solutions similar to that so
getting solutions similar to that so your information is out there on the
your information is out there on the
your information is out there on the other hand it’s not as simple right it’s
other hand it’s not as simple right it’s
other hand it’s not as simple right it’s very easy to make difference of some
very easy to make difference of some
very easy to make difference of some corporations and say we rather than that
corporations and say we rather than that
corporations and say we rather than that would you like to pay for a social media
would you like to pay for a social media
would you like to pay for a social media would you like to pay for your Google
would you like to pay for your Google
would you like to pay for your Google search or many search so where are they
search or many search so where are they
search or many search so where are they generating revenues is also coming from
generating revenues is also coming from
generating revenues is also coming from this so it’s not simple process is not
this so it’s not simple process is not
this so it’s not simple process is not simple so we are both the customers and
simple so we are both the customers and
simple so we are both the customers and the product follow social media and
the product follow social media and
the product follow social media and artificial intelligence
artificial intelligence
artificial intelligence there is processing information so it
there is processing information so it
there is processing information so it becomes very vital in this day and age
becomes very vital in this day and age
becomes very vital in this day and age that immediate rules and regulations are
that immediate rules and regulations are
that immediate rules and regulations are put into place often you sometimes
put into place often you sometimes
put into place often you sometimes because that’s not necessarily what has
because that’s not necessarily what has
because that’s not necessarily what has made most people know that easily so
made most people know that easily so
made most people know that easily so tackle at different levels different
tackle at different levels different
tackle at different levels different countries can tackle them differently it
countries can tackle them differently it
countries can tackle them differently it depends on velocity for the defense of
depends on velocity for the defense of
depends on velocity for the defense of our citizens are but the feature
our citizens are but the feature
our citizens are but the feature scenario artificial intelligence
scenario artificial intelligence
scenario artificial intelligence becoming so strong that it becomes out
becoming so strong that it becomes out
becoming so strong that it becomes out of our control solutions to it and
of our control solutions to it and
of our control solutions to it and whatever I’m saying I believe is a very
whatever I’m saying I believe is a very
whatever I’m saying I believe is a very small drop in a large portion that means
small drop in a large portion that means
small drop in a large portion that means to do film before we can start –
to do film before we can start –
to do film before we can start – tackling this technology because like
tackling this technology because like
tackling this technology because like any researcher by our ability to certain
any researcher by our ability to certain
any researcher by our ability to certain aspects so I have an interesting
aspects so I have an interesting
aspects so I have an interesting discussion with stock data scientists
discussion with stock data scientists
discussion with stock data scientists remind each one well and what we shown
remind each one well and what we shown
remind each one well and what we shown in our own edition talking about is can
in our own edition talking about is can
in our own edition talking about is can we just have a switch off right power
we just have a switch off right power
we just have a switch off right power off button and then is that enough
off button and then is that enough
off button and then is that enough people have talked about it because
people have talked about it because
people have talked about it because immediately when you think of a power
immediately when you think of a power
immediately when you think of a power on/off button what happens is one thing
on/off button what happens is one thing
on/off button what happens is one thing and its mark if it is make if it
and its mark if it is make if it
and its mark if it is make if it eventually these are sent in to turn off
eventually these are sent in to turn off
eventually these are sent in to turn off its powerful and then disables the power
its powerful and then disables the power
its powerful and then disables the power button so can we take an alternative
button so can we take an alternative
button so can we take an alternative route an alternative route would be
route an alternative route would be
route an alternative route would be about making here into super specialist
about making here into super specialist
about making here into super specialist here so that what is the human static
here so that what is the human static
here so that what is the human static now require tactical status general
now require tactical status general
now require tactical status general elements it’s not that we are left chest
elements it’s not that we are left chest
elements it’s not that we are left chest yes you have already beaten us to it we
yes you have already beaten us to it we
yes you have already beaten us to it we cannot the best
cannot the best
cannot the best violence is certainly not the best
violence is certainly not the best
violence is certainly not the best mathematicians memory to our
mathematicians memory to our
mathematicians memory to our recommendations it just might be about
recommendations it just might be about
recommendations it just might be about mathematical ability is that even some
mathematical ability is that even some
mathematical ability is that even some other organisms even those can count and
other organisms even those can count and
other organisms even those can count and do some basic arithmetic operations
do some basic arithmetic operations
do some basic arithmetic operations so what humans have special intelligence
so what humans have special intelligence
so what humans have special intelligence and that is that always have super
and that is that always have super
and that is that always have super specialized we have it does not have
specialized we have it does not have
specialized we have it does not have this is an important point does not have
this is an important point does not have
this is an important point does not have complication of channels with each other
complication of channels with each other
complication of channels with each other so segregating and that’s physically
so segregating and that’s physically
so segregating and that’s physically possible we would like to have an
possible we would like to have an
possible we would like to have an imagined of the world air defense does
imagined of the world air defense does
imagined of the world air defense does not get to only and that’s already
not get to only and that’s already
not get to only and that’s already happening the biggest investors in terms
happening the biggest investors in terms
happening the biggest investors in terms of effects doubling so we don’t want to
of effects doubling so we don’t want to
of effects doubling so we don’t want to offer solutions I don’t want to say
offer solutions I don’t want to say
offer solutions I don’t want to say things which would only work in the
things which would only work in the
things which would only work in the living and to me
living and to me
living and to me keeping artificial intelligence
keeping artificial intelligence
keeping artificial intelligence specialized and keeping it from
specialized and keeping it from
specialized and keeping it from communicating with each other are two
communicating with each other are two
communicating with each other are two important ways and last but not least
important ways and last but not least
important ways and last but not least there is another important thing that
there is another important thing that
there is another important thing that I’d like to sort of defend what happens
I’d like to sort of defend what happens
I’d like to sort of defend what happens with artificial intelligence it was our
with artificial intelligence it was our
with artificial intelligence it was our biases because it’s learning from our
biases because it’s learning from our
biases because it’s learning from our scent
scent
scent for example chat was recently which were
for example chat was recently which were
for example chat was recently which were launched online they became racist
launched online they became racist
launched online they became racist because they were of human patterns then
because they were of human patterns then
because they were of human patterns then search engines suggest jobs they were
search engines suggest jobs they were
search engines suggest jobs they were suggesting women with say mechanical
suggesting women with say mechanical
suggesting women with say mechanical qualifications lesser jobs because
qualifications lesser jobs because
qualifications lesser jobs because hiring managers are biased generally men
hiring managers are biased generally men
hiring managers are biased generally men are offered those jobs so they’re quite
are offered those jobs so they’re quite
are offered those jobs so they’re quite the same human biases so what is the way
the same human biases so what is the way
the same human biases so what is the way around it so the last solution is comes
around it so the last solution is comes
around it so the last solution is comes from an interesting tale of the gaining
from an interesting tale of the gaining
from an interesting tale of the gaining goal
goal
goal so in this case what happened is
so in this case what happened is
so in this case what happened is artificial intelligence started playing
artificial intelligence started playing
artificial intelligence started playing against each other this what the rules
against each other this what the rules
against each other this what the rules rather learn it from humans so learning
rather learn it from humans so learning
rather learn it from humans so learning some rules is a very good baby that
some rules is a very good baby that
some rules is a very good baby that artificial intelligence can be made
artificial intelligence can be made
artificial intelligence can be made unbiased imagine a system where let’s
unbiased imagine a system where let’s
unbiased imagine a system where let’s say instead of judicial
say instead of judicial
say instead of judicial they are biased to some ethnic group or
they are biased to some ethnic group or
they are biased to some ethnic group or another imagine some rules of police box
another imagine some rules of police box
another imagine some rules of police box we have survived to some ethnic groups
we have survived to some ethnic groups
we have survived to some ethnic groups or some economic groups imagine some of
or some economic groups imagine some of
or some economic groups imagine some of the most being taken of artificial
the most being taken of artificial
the most being taken of artificial intelligence which is thought of rules
intelligence which is thought of rules
intelligence which is thought of rules rules that we as a society agree to that
rules that we as a society agree to that
rules that we as a society agree to that can actually help make even society
can actually help make even society
can actually help make even society better that can also make artificial
better that can also make artificial
better that can also make artificial intelligence metal rather than running
intelligence metal rather than running
intelligence metal rather than running from human experiences we are not the
from human experiences we are not the
from human experiences we are not the most pleasant species we are not the
most pleasant species we are not the
most pleasant species we are not the most honest species so instead of
most honest species so instead of
most honest species so instead of learning from other experiences when we
learning from other experiences when we
learning from other experiences when we collectively decide what external
collectively decide what external
collectively decide what external learning from those groups is possible
learning from those groups is possible
learning from those groups is possible and I think that when artificial
and I think that when artificial
and I think that when artificial intelligence can be made safer for us so
intelligence can be made safer for us so
intelligence can be made safer for us so that any cap Wow let us make artificial
that any cap Wow let us make artificial
that any cap Wow let us make artificial intelligence super specialized let us
intelligence super specialized let us
intelligence super specialized let us prevent it from talking to each other
prevent it from talking to each other
prevent it from talking to each other and learn from rules that we transfer it
and learn from rules that we transfer it
and learn from rules that we transfer it in towards that goal post you talk about
in towards that goal post you talk about
in towards that goal post you talk about is required and obviously what we are
is required and obviously what we are
is required and obviously what we are doing is very less but money focused in
doing is very less but money focused in
doing is very less but money focused in faster than making artificial
faster than making artificial
faster than making artificial intelligence more confident more
intelligence more confident more
intelligence more confident more specialized by making it more brave life
specialized by making it more brave life
specialized by making it more brave life in its specialized source not on
in its specialized source not on
in its specialized source not on generate rules and that’s what we are
generate rules and that’s what we are
generate rules and that’s what we are trying to do is to make special Isaiah I
trying to do is to make special Isaiah I
trying to do is to make special Isaiah I hope that leads to a better society and
hope that leads to a better society and
hope that leads to a better society and I hope most of you youngsters end up
I hope most of you youngsters end up
I hope most of you youngsters end up joining this thing is doing better that
joining this thing is doing better that
joining this thing is doing better that what we are able to do to create an
what we are able to do to create an
what we are able to do to create an artificial intelligence
artificial intelligence
artificial intelligence [Applause]
”
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