you know if you use your smartphone to
make your cell phone before you go to
class then you just a object on us put
yours down to use your smart okay how
about I use my smartphone to make
trans-fats
all right okay how many of us use our
smart phones to take Peter if you do
right now okay thank you so much
without me he is simply making machines
do what humans do so look at in this
room it is making one really do what the
father really does so there’s you and
there’s something that things just like
you the kind of class just like you and
then two events just like him now the
most artificial intelligence has two
sources machine learning and delay and
the previous in previous years we have
machine learning that just means past
commodious – coyote events and solutions
are being too hard was this totally to
the same areas religion program for but
sometimes scientist escobar diplom today
is different he does not use them once
he goes beyond zero
uses the subject experiment to make
solutions for that like a stone as we
move on we can see that has been a
timeline of artificial intelligence in
the previous series it will just take
this testing what missions to do on its
own silicon in the world robots and the
moving on to the bodies and then in 1997
there was the program no spell to beat
the world chess champion and his program
this activity were they surprised us
human
Carolyn what we do maybe as humans only
tentatively now some years later of some
years before they start would have built
a prototype of what our autonomous
vehicles will look like and they fast
for so many years and then drive us of
course
losing jobs and then the cities are
getting to know that we research avoid
accidents do a lot much better that we
humans cool now sooner in 2018 there is
a state called cool it is not difficult
and no more chess we all know who uses
mathematical computations so for the
person to be now a program was created
in Google and this program beat the
world champion again from chess now you
can imagine the niche attacks that
demanded our intelligence we are now
taking over by robots now most of us
here develop our phones that means that
your most funny time you
maybe unions I’m going to use Google
Voice music that’ll remain reminder for
me or you use Google Translate say I
want to know what the meaning of this
word is in Chinese what the meaning of
this word is in let’s say Turkish
language for instance if you have done
that you’re already using that phrase in
artificially intelligent money now the
last in the back over the Israeli
enjoying this for the normals very good
it’s a step spin and then there’s smooth
right pole doesn’t mean to say it uses
technical what it means the caucus and
Dixon pool
probably you have this theory that you
use most famous personal assistant
recognition if you have ordered online
you also know any of the big companies
chances are you made somebody lose his
or her job
that person was walking in the image
concentrate we can get robots to do
these photos the camel is incomplete
beta they put everything in better data
categories force the chemicals deliver
beta and they say okay let’s do some
people the point arraignment was today
is as time and time aboard we find out
that machine are beginning to take on
the facts that demands our intelligence
now there are two categories of people
here one is the idea what’s in and then
the other you know is here in the
financial market you must attend Wall
Street now Wall Street is a wonderful
place with a lot of transactions happen
but sooner or later the people in Wall
Street are going to need official
intelligence for human traditions and
precise predictions of the future
mmm now IBM Watson it’s a program
designed by a me you string to have a
lot of companies organize that
way that they want data to be organized
it’s going to help that publish we did
accomplish now not just machine learning
what did learning takes this data from
different companies in community pipes
and on lighting and medicine to give
complete a full report in real time we
caught about the next steps and the next
solutions to the hub in the company now
sooner you know could even has a way of
telling us things and then presents a
vinegar sauce thinking that we are going
to be attacked by groupies but that’s
not the case this is actually these the
paths are going to be modified on the
wings hub in Baker society it’s not
going to be something that just only
push those away
what we to make the Society’s battle
think about in this week we’ve helped
rubles that do data analysis of what
soldiers should be of how cancer to be
treated and how the radiation work which
have that was that will better medical
research in the medical field
as we look at all these graduating we
are evolving into a society with 15 our
boss is going to be or created on the
basis of artificial intelligence now the
question is what is the space for you
and I who would school and our tasks are
they replaced by these machines have to
be qualitative or being done by decision
to better our lives how do we come to a
point where people become a friendly and
not scale they lost all the jobs how do
we get to that point it’s very simple
there are two kinds of knowledge there
is an explicit knowledge and tacit
knowledge knowledge is the one we
already know in school
documented theories we read our books we
read a slice and then we write an exam
we started but it has signal it is
different the personally
the skill that is unique to you and you
will know but by experience now whenever
like economists have a digitally by that
there would be those who understand
programming or those who understand how
artificial intelligence works and there
will be those who know not in abilities
whether they like it or not they are
moving into the society that demands
that everybody comes on board just the
same way the pieces came under was an
evolution
that’s how did the artificial
intelligence is coming and is going to
be any pollution now what do we do yes
modifies that the major jobs don’t just
become caught in an explicit manner well
that’s every major job hopping around
this one’s hysteria to stop him
in a classic manner we people are taken
from the ecstasy place in environment we
can learn by experience and know by
experience this way you are making
people not just employable or were
making them ready to operate in a lab
environments as individuals you want to
move from just laying the normal science
and they begin to study science courses
that revolve it around artificial
intelligence not just computer science
that we all want people to learn these
days learn how to operate upon Cardinal
to present a slight manner to do that
when you want your profession to hover
around as intelligence now you want to
pay attention to the skills that lies
within you as a leader you want to pay
attention to your impact because no
robot is going to be able to show
empathy you want to be you want
attention to your individual kappa
capability and your creativity no robot
class data points we know skills in sing
recently instrument your skills in
knowing something better than machine is
properly harnessed as an academic
institution we should pay more attention
to be in research in passing skills of
individuals within our community as a
government the GUI should pay more
attention to creating jobs we have
people come together to not just only
men about the science of other
professions we’ll try to embed them in
societal system where artificial
intelligence helps them make the walk
helps the carry our control
and also helps them make alleles if you
want to prepare for the future
my advice to you is this must be from
the point of explicit knowledge and come
into the tacit knowledge take your
excessive knowledge probably around
artificial intelligence if you cannot do
that just make sure that you have skills
and go beyond the intelligence of the
robots and the machines it’s a spectacle
and a hotel for a change
[Music] [Applause]
make your cell phone before you go to
class then you just a object on us put
yours down to use your smart okay how
about I use my smartphone to make
trans-fats
all right okay how many of us use our
smart phones to take Peter if you do
right now okay thank you so much
without me he is simply making machines
do what humans do so look at in this
room it is making one really do what the
father really does so there’s you and
there’s something that things just like
you the kind of class just like you and
then two events just like him now the
most artificial intelligence has two
sources machine learning and delay and
the previous in previous years we have
machine learning that just means past
commodious – coyote events and solutions
are being too hard was this totally to
the same areas religion program for but
sometimes scientist escobar diplom today
is different he does not use them once
he goes beyond zero
uses the subject experiment to make
solutions for that like a stone as we
move on we can see that has been a
timeline of artificial intelligence in
the previous series it will just take
this testing what missions to do on its
own silicon in the world robots and the
moving on to the bodies and then in 1997
there was the program no spell to beat
the world chess champion and his program
this activity were they surprised us
human
Carolyn what we do maybe as humans only
tentatively now some years later of some
years before they start would have built
a prototype of what our autonomous
vehicles will look like and they fast
for so many years and then drive us of
course
losing jobs and then the cities are
getting to know that we research avoid
accidents do a lot much better that we
humans cool now sooner in 2018 there is
a state called cool it is not difficult
and no more chess we all know who uses
mathematical computations so for the
person to be now a program was created
in Google and this program beat the
world champion again from chess now you
can imagine the niche attacks that
demanded our intelligence we are now
taking over by robots now most of us
here develop our phones that means that
your most funny time you
maybe unions I’m going to use Google
Voice music that’ll remain reminder for
me or you use Google Translate say I
want to know what the meaning of this
word is in Chinese what the meaning of
this word is in let’s say Turkish
language for instance if you have done
that you’re already using that phrase in
artificially intelligent money now the
last in the back over the Israeli
enjoying this for the normals very good
it’s a step spin and then there’s smooth
right pole doesn’t mean to say it uses
technical what it means the caucus and
Dixon pool
probably you have this theory that you
use most famous personal assistant
recognition if you have ordered online
you also know any of the big companies
chances are you made somebody lose his
or her job
that person was walking in the image
concentrate we can get robots to do
these photos the camel is incomplete
beta they put everything in better data
categories force the chemicals deliver
beta and they say okay let’s do some
people the point arraignment was today
is as time and time aboard we find out
that machine are beginning to take on
the facts that demands our intelligence
now there are two categories of people
here one is the idea what’s in and then
the other you know is here in the
financial market you must attend Wall
Street now Wall Street is a wonderful
place with a lot of transactions happen
but sooner or later the people in Wall
Street are going to need official
intelligence for human traditions and
precise predictions of the future
mmm now IBM Watson it’s a program
designed by a me you string to have a
lot of companies organize that
way that they want data to be organized
it’s going to help that publish we did
accomplish now not just machine learning
what did learning takes this data from
different companies in community pipes
and on lighting and medicine to give
complete a full report in real time we
caught about the next steps and the next
solutions to the hub in the company now
sooner you know could even has a way of
telling us things and then presents a
vinegar sauce thinking that we are going
to be attacked by groupies but that’s
not the case this is actually these the
paths are going to be modified on the
wings hub in Baker society it’s not
going to be something that just only
push those away
what we to make the Society’s battle
think about in this week we’ve helped
rubles that do data analysis of what
soldiers should be of how cancer to be
treated and how the radiation work which
have that was that will better medical
research in the medical field
as we look at all these graduating we
are evolving into a society with 15 our
boss is going to be or created on the
basis of artificial intelligence now the
question is what is the space for you
and I who would school and our tasks are
they replaced by these machines have to
be qualitative or being done by decision
to better our lives how do we come to a
point where people become a friendly and
not scale they lost all the jobs how do
we get to that point it’s very simple
there are two kinds of knowledge there
is an explicit knowledge and tacit
knowledge knowledge is the one we
already know in school
documented theories we read our books we
read a slice and then we write an exam
we started but it has signal it is
different the personally
the skill that is unique to you and you
will know but by experience now whenever
like economists have a digitally by that
there would be those who understand
programming or those who understand how
artificial intelligence works and there
will be those who know not in abilities
whether they like it or not they are
moving into the society that demands
that everybody comes on board just the
same way the pieces came under was an
evolution
that’s how did the artificial
intelligence is coming and is going to
be any pollution now what do we do yes
modifies that the major jobs don’t just
become caught in an explicit manner well
that’s every major job hopping around
this one’s hysteria to stop him
in a classic manner we people are taken
from the ecstasy place in environment we
can learn by experience and know by
experience this way you are making
people not just employable or were
making them ready to operate in a lab
environments as individuals you want to
move from just laying the normal science
and they begin to study science courses
that revolve it around artificial
intelligence not just computer science
that we all want people to learn these
days learn how to operate upon Cardinal
to present a slight manner to do that
when you want your profession to hover
around as intelligence now you want to
pay attention to the skills that lies
within you as a leader you want to pay
attention to your impact because no
robot is going to be able to show
empathy you want to be you want
attention to your individual kappa
capability and your creativity no robot
class data points we know skills in sing
recently instrument your skills in
knowing something better than machine is
properly harnessed as an academic
institution we should pay more attention
to be in research in passing skills of
individuals within our community as a
government the GUI should pay more
attention to creating jobs we have
people come together to not just only
men about the science of other
professions we’ll try to embed them in
societal system where artificial
intelligence helps them make the walk
helps the carry our control
and also helps them make alleles if you
want to prepare for the future
my advice to you is this must be from
the point of explicit knowledge and come
into the tacit knowledge take your
excessive knowledge probably around
artificial intelligence if you cannot do
that just make sure that you have skills
and go beyond the intelligence of the
robots and the machines it’s a spectacle
and a hotel for a change
[Music] [Applause]
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