[Music] my grandmother loved reading books even
my grandmother loved reading books even
my grandmother loved reading books even in her 90s
in her 90s
in her 90s Siobhan’s very clear in her head and
Siobhan’s very clear in her head and
Siobhan’s very clear in her head and eager for literature unfortunately as
eager for literature unfortunately as
eager for literature unfortunately as she got older she more and more had
she got older she more and more had
she got older she more and more had reduced abilities to read the text with
reduced abilities to read the text with
reduced abilities to read the text with her eyes listen to the radio with her
her eyes listen to the radio with her
her eyes listen to the radio with her ears and even all the book in her head
even worse once she had something with
even worse once she had something with her back and she could not sit up
her back and she could not sit up
her back and she could not sit up anymore she was trapped in her bed more
anymore she was trapped in her bed more
anymore she was trapped in her bed more than one day of course she had some
than one day of course she had some
than one day of course she had some alarming device but unfortunately she
alarming device but unfortunately she
alarming device but unfortunately she completely forgot that to activate this
completely forgot that to activate this
completely forgot that to activate this absolutely traumatic situation finally
absolutely traumatic situation finally
absolutely traumatic situation finally led to her decision to leave her beloved
led to her decision to leave her beloved
led to her decision to leave her beloved home for me it was very hard to see her
home for me it was very hard to see her
home for me it was very hard to see her in this way because she always was self
in this way because she always was self
in this way because she always was self determined person and more and more
determined person and more and more
determined person and more and more dependent on others to follow her
dependent on others to follow her
dependent on others to follow her interests I asked myself how can I
interests I asked myself how can I
interests I asked myself how can I support her how can I make her life
support her how can I make her life
support her how can I make her life better and what kind of shape will I be
better and what kind of shape will I be
better and what kind of shape will I be in when I am in her age in this time my
in when I am in her age in this time my
in when I am in her age in this time my interests in artificial intelligence and
interests in artificial intelligence and
interests in artificial intelligence and machine learning started and the
machine learning started and the
machine learning started and the question rised are there some tools
question rised are there some tools
question rised are there some tools occasions or even intelligent machines
occasions or even intelligent machines
occasions or even intelligent machines that will support me in the future to
that will support me in the future to
that will support me in the future to stay longer at home at my grandmother’s
stay longer at home at my grandmother’s
stay longer at home at my grandmother’s it and if yes it’s such a machine a
it and if yes it’s such a machine a
it and if yes it’s such a machine a super intelligent Terminator like robot
super intelligent Terminator like robot
super intelligent Terminator like robot that can answer any question and can
that can answer any question and can
that can answer any question and can solve any task you asked for meaning it
solve any task you asked for meaning it
solve any task you asked for meaning it is superior to any human being or is it
is superior to any human being or is it
is superior to any human being or is it more this kind of very highly
more this kind of very highly
more this kind of very highly specialized tool that something like
specialized tool that something like
specialized tool that something like r2d2 you may know him from Star Wars
r2d2 you may know him from Star Wars
r2d2 you may know him from Star Wars this highly specialized tool that is
this highly specialized tool that is
this highly specialized tool that is designed for solving some very specific
designed for solving some very specific
designed for solving some very specific very concrete questions and solve very
very concrete questions and solve very
very concrete questions and solve very concrete tasks like r2d2 is designed for
concrete tasks like r2d2 is designed for
concrete tasks like r2d2 is designed for repairing component components of a
repairing component components of a
repairing component components of a flying spaceship or in other words is it
flying spaceship or in other words is it
flying spaceship or in other words is it Marty’s general artificial intelligence
Marty’s general artificial intelligence
Marty’s general artificial intelligence or Marty’s narrow artificial
or Marty’s narrow artificial
or Marty’s narrow artificial intelligence as we often call it
intelligence as we often call it
intelligence as we often call it actually I’m not alone with this
actually I’m not alone with this
actually I’m not alone with this question often customers ask me Mateus
question often customers ask me Mateus
question often customers ask me Mateus what is the future face of artificial
what is the future face of artificial
what is the future face of artificial intelligence what is the impact to our
intelligence what is the impact to our
intelligence what is the impact to our business well I’m not futurologist and
business well I’m not futurologist and
business well I’m not futurologist and can’t make any prediction what’s in 10
can’t make any prediction what’s in 10
can’t make any prediction what’s in 10 15 or maybe 20 years but as a data
15 or maybe 20 years but as a data
15 or maybe 20 years but as a data scientist with many years of experiences
scientist with many years of experiences
scientist with many years of experiences in artificial intelligence and machine
in artificial intelligence and machine
in artificial intelligence and machine learning and working with such kind of
learning and working with such kind of
learning and working with such kind of technology on a daily basis I think
technology on a daily basis I think
technology on a daily basis I think in the very near future we will be
in the very near future we will be
in the very near future we will be surrounded by a nearly limitless number
surrounded by a nearly limitless number
surrounded by a nearly limitless number of highly specialized tools and
of highly specialized tools and
of highly specialized tools and applications so why do I come to this
applications so why do I come to this
applications so why do I come to this conclusion I think I have mainly two
conclusion I think I have mainly two
conclusion I think I have mainly two arguments on my side so first of all
arguments on my side so first of all
arguments on my side so first of all applications that imitate human behavior
applications that imitate human behavior
applications that imitate human behavior to an until recently unforeseen level
to an until recently unforeseen level
to an until recently unforeseen level are already here for example take
are already here for example take
are already here for example take inspection of an oil pump so just
inspection of an oil pump so just
inspection of an oil pump so just download this on eliezer app from the
download this on eliezer app from the
download this on eliezer app from the App Store hold it to an old oil pump and
App Store hold it to an old oil pump and
App Store hold it to an old oil pump and paste on the sound spectrum of this oil
paste on the sound spectrum of this oil
paste on the sound spectrum of this oil pump this little r2d2 will tell you
pump this little r2d2 will tell you
pump this little r2d2 will tell you immediately what is the status of the
immediately what is the status of the
immediately what is the status of the pump and it will make you suggestions
pump and it will make you suggestions
pump and it will make you suggestions about how to optimize the energy profile
about how to optimize the energy profile
about how to optimize the energy profile of this pump or just go to the
of this pump or just go to the
of this pump or just go to the supermarket download app make a picture
supermarket download app make a picture
supermarket download app make a picture with your mobile phone
with your mobile phone
with your mobile phone and this little r2d2 app will
and this little r2d2 app will
and this little r2d2 app will immediately tell you what kind of
immediately tell you what kind of
immediately tell you what kind of product you have in front of you what
product you have in front of you what
product you have in front of you what you can concrete it
you can concrete it
you can concrete it what is the nutritional value and as
what is the nutritional value and as
what is the nutritional value and as well you can find other people that also
well you can find other people that also
well you can find other people that also like this kind of product in the same
like this kind of product in the same
like this kind of product in the same category fall also all these intelligent
category fall also all these intelligent
category fall also all these intelligent personal assistants like Google or
personal assistants like Google or
personal assistants like Google or Syrian hey Siri what’s the weather
Syrian hey Siri what’s the weather
Syrian hey Siri what’s the weather tomorrow in Lucerne or okay Google Place
tomorrow in Lucerne or okay Google Place
tomorrow in Lucerne or okay Google Place and
and
and male 2 my wife Francisca so this kind of
male 2 my wife Francisca so this kind of
male 2 my wife Francisca so this kind of list here and examples can be extended
list here and examples can be extended
list here and examples can be extended as long as one likes there are machines
as long as one likes there are machines
as long as one likes there are machines that park your car machines that filter
that park your car machines that filter
that park your car machines that filter spam there are machines that even play
spam there are machines that even play
spam there are machines that even play some games and so forth and so on but
now you say how much is just
now you say how much is just interconnect all these are 2d tools and
interconnect all these are 2d tools and
interconnect all these are 2d tools and they will finally become a super
they will finally become a super
they will finally become a super intelligent organism well actually I
intelligent organism well actually I
intelligent organism well actually I think it’s not that easy because all
think it’s not that easy because all
think it’s not that easy because all these are 2d tools don’t have access to
these are 2d tools don’t have access to
these are 2d tools don’t have access to this big big world model in our head and
this big big world model in our head and
this big big world model in our head and that is my second argument in favor of
that is my second argument in favor of
that is my second argument in favor of the r2d2 world to show you what I mean I
the r2d2 world to show you what I mean I
the r2d2 world to show you what I mean I adapted an example by a manual motion a
adapted an example by a manual motion a
adapted an example by a manual motion a from Google so just pick a random
from Google so just pick a random
from Google so just pick a random sentence or a question like this one
sentence or a question like this one
sentence or a question like this one here out of your head
here out of your head
here out of your head hey Siri a Google can I catch the train
hey Siri a Google can I catch the train
hey Siri a Google can I catch the train for our r2d2 is why is it so hard to
for our r2d2 is why is it so hard to
for our r2d2 is why is it so hard to properly answer a random question like
properly answer a random question like
properly answer a random question like this one here so to answer a random
this one here so to answer a random
this one here so to answer a random question like this one here properly our
question like this one here properly our
question like this one here properly our r2d2 need to understand the deeper
r2d2 need to understand the deeper
r2d2 need to understand the deeper meaning behind this question first of
meaning behind this question first of
meaning behind this question first of all you need a concept about what a
all you need a concept about what a
all you need a concept about what a train is so why do we catch train so is
train is so why do we catch train so is
train is so why do we catch train so is train something we toss around and catch
train something we toss around and catch
train something we toss around and catch like a ball no it’s something that
like a ball no it’s something that
like a ball no it’s something that transports people
transports people
transports people and why do we say caching why is it
and why do we say caching why is it
and why do we say caching why is it ketching you know for me every morning
ketching you know for me every morning
ketching you know for me every morning that is this mini deadline at the train
that is this mini deadline at the train
that is this mini deadline at the train station in Zurich I run and 1015 seconds
station in Zurich I run and 1015 seconds
station in Zurich I run and 1015 seconds too late and the Train is gone but in
too late and the Train is gone but in
too late and the Train is gone but in Italy
Italy
Italy so our cliche says that trains are
so our cliche says that trains are
so our cliche says that trains are always laying and to be one minute late
always laying and to be one minute late
always laying and to be one minute late at the train station it’s also okay so
at the train station it’s also okay so
at the train station it’s also okay so you can also catch the train but on the
you can also catch the train but on the
you can also catch the train but on the other hand when I lived in Japan once I
other hand when I lived in Japan once I
other hand when I lived in Japan once I was one minute before departure in the
was one minute before departure in the
was one minute before departure in the train but unfortunately this train
train but unfortunately this train
train but unfortunately this train brought me to also come instead of Tokyo
brought me to also come instead of Tokyo
brought me to also come instead of Tokyo sorry Mattias 20 seconds too early
sorry Mattias 20 seconds too early
sorry Mattias 20 seconds too early correct platform wrong train believe me
correct platform wrong train believe me
correct platform wrong train believe me I say you as a Swiss living in the
I say you as a Swiss living in the
I say you as a Swiss living in the country of watches there is an
country of watches there is an
country of watches there is an additional dimension of catching a train
additional dimension of catching a train
additional dimension of catching a train in Japan so what are we talking about
in Japan so what are we talking about
in Japan so what are we talking about what are we talking about we are talking
what are we talking about we are talking
what are we talking about we are talking about this big big model of the world
about this big big model of the world
about this big big model of the world that we all share together in our head
that we all share together in our head
that we all share together in our head so this model consists of a big big
so this model consists of a big big
so this model consists of a big big encyclopedia of facts we have some
encyclopedia of facts we have some
encyclopedia of facts we have some historical dimension we even know we
historical dimension we even know we
historical dimension we even know we have an idea about cultures we have a
have an idea about cultures we have a
have an idea about cultures we have a sense for humor and so far so using this
sense for humor and so far so using this
sense for humor and so far so using this world model together with our simulator
world model together with our simulator
world model together with our simulator here we all here can easily resolve this
here we all here can easily resolve this
here we all here can easily resolve this implicit references in this sentence
implicit references in this sentence
implicit references in this sentence here from train to our world model
here from train to our world model
here from train to our world model and from caching to our world model so
and from caching to our world model so
and from caching to our world model so in order to properly answer any random
in order to properly answer any random
in order to properly answer any random common-sense question on this planet our
common-sense question on this planet our
common-sense question on this planet our r2t tools also need some kind of access
r2t tools also need some kind of access
r2t tools also need some kind of access to this pick so then the great question
to this pick so then the great question
to this pick so then the great question is how does this word model looks like I
is how does this word model looks like I
is how does this word model looks like I personally think nobody really knows
personally think nobody really knows
personally think nobody really knows then okay so what are the steps to go
then okay so what are the steps to go
then okay so what are the steps to go towards this world model to finally
towards this world model to finally
towards this world model to finally build it there are concepts there are
build it there are concepts there are
build it there are concepts there are ideas but these concepts are still
ideas but these concepts are still
ideas but these concepts are still subject to a research so do we have to
subject to a research so do we have to
subject to a research so do we have to take the right technology do we have the
take the right technology do we have the
take the right technology do we have the right methods to call this way to code
right methods to call this way to code
right methods to call this way to code this way towards a world model to
this way towards a world model to
this way towards a world model to finally build it I think for me
finally build it I think for me
finally build it I think for me personally this question is still
personally this question is still
personally this question is still unclear okay so we recognize that there
unclear okay so we recognize that there
unclear okay so we recognize that there are many things to do before we finally
are many things to do before we finally
are many things to do before we finally reach a general artificial intelligence
reach a general artificial intelligence
reach a general artificial intelligence but what we can do in the meantime is we
but what we can do in the meantime is we
but what we can do in the meantime is we can design a very highly specific
can design a very highly specific
can design a very highly specific applications and train it with a lot of
applications and train it with a lot of
applications and train it with a lot of data that can exactly answer this
data that can exactly answer this
data that can exactly answer this question here but then you are back
question here but then you are back
question here but then you are back again in the r2d2 world okay so let’s
again in the r2d2 world okay so let’s
again in the r2d2 world okay so let’s summarize what is the face of artificial
summarize what is the face of artificial
summarize what is the face of artificial intelligence in the very near future I
intelligence in the very near future I
intelligence in the very near future I think it’s the r2d2 world we will be
think it’s the r2d2 world we will be
think it’s the r2d2 world we will be surrounded by a nearly limitless number
surrounded by a nearly limitless number
surrounded by a nearly limitless number of highly specialized intelligent
of highly specialized intelligent
of highly specialized intelligent applications
applications
applications so what is the impact of this world to
so what is the impact of this world to
so what is the impact of this world to our society I think the impact will be
our society I think the impact will be
our society I think the impact will be huge as already discussed on this stage
huge as already discussed on this stage
huge as already discussed on this stage here about a year ago but just to
here about a year ago but just to
here about a year ago but just to mention one thing the data generated by
mention one thing the data generated by
mention one thing the data generated by all these are 2d tools can be used to
all these are 2d tools can be used to
all these are 2d tools can be used to train algorithms in such a way that this
train algorithms in such a way that this
train algorithms in such a way that this algorithms give the companies behind
algorithms give the companies behind
algorithms give the companies behind these are 2d tools an immense power of
these are 2d tools an immense power of
these are 2d tools an immense power of what kind of text we read online which
what kind of text we read online which
what kind of text we read online which kind of book we hold in our hand and
kind of book we hold in our hand and
kind of book we hold in our hand and which kind of music we listen in the
which kind of music we listen in the
which kind of music we listen in the radio and which kind of rescue service
radio and which kind of rescue service
radio and which kind of rescue service or doctor is called when we are as old
or doctor is called when we are as old
or doctor is called when we are as old as my grandmother was entrapped at home
when our parents are as old as my
when our parents are as old as my grandmother once they will be in a much
grandmother once they will be in a much
grandmother once they will be in a much better shape there is a high probability
better shape there is a high probability
better shape there is a high probability for this it’s up to everybody here that
for this it’s up to everybody here that
for this it’s up to everybody here that they can enjoy their additional lifetime
they can enjoy their additional lifetime
they can enjoy their additional lifetime in an self-determined matter not
in an self-determined matter not
in an self-determined matter not dominated by some obscure interests
dominated by some obscure interests
dominated by some obscure interests behind these r2d2 it’s up to us that we
behind these r2d2 it’s up to us that we
behind these r2d2 it’s up to us that we defined the rules in such a way that
defined the rules in such a way that
defined the rules in such a way that there is a fair competition and it’s up
there is a fair competition and it’s up
there is a fair competition and it’s up to us that we will always have a choice
to us that we will always have a choice
to us that we will always have a choice [Music]
[Music]
[Music] [Applause]
[Applause]
[Applause] [Music]
”
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