I think for a lot of people the word robot conjures up a humanoid robot I
robot conjures up a humanoid robot I
robot conjures up a humanoid robot I think that’s a little bit different
think that’s a little bit different
think that’s a little bit different thing I try to disavow people with that
thing I try to disavow people with that
thing I try to disavow people with that because human body why does nothing
because human body why does nothing
because human body why does nothing doesn’t why yeah we’re not we’re not
doesn’t why yeah we’re not we’re not
doesn’t why yeah we’re not we’re not some model of anything right just do
some model of anything right just do
some model of anything right just do better a better job and different
better a better job and different
better a better job and different because when when machines do things
because when when machines do things
because when when machines do things that humans can’t do that’s when we can
that humans can’t do that’s when we can
that humans can’t do that’s when we can do things together that are right
do things together that are right
do things together that are right doesn’t do just what you think so but
doesn’t do just what you think so but
doesn’t do just what you think so but artificial intelligence as you know very
artificial intelligence as you know very
artificial intelligence as you know very well I think people are very aware now
well I think people are very aware now
well I think people are very aware now it’s having this resurgence in this this
it’s having this resurgence in this this
it’s having this resurgence in this this new wave of artificial intelligence with
new wave of artificial intelligence with
new wave of artificial intelligence with machine learning and at its core now
machine learning and at its core now
machine learning and at its core now this idea that machines can take you
this idea that machines can take you
this idea that machines can take you know look at a million images and start
know look at a million images and start
know look at a million images and start figuring out how to label them and do it
figuring out how to label them and do it
figuring out how to label them and do it better than humans because of how
better than humans because of how
better than humans because of how they’ve been trained once they beat us
they’ve been trained once they beat us
they’ve been trained once they beat us at chess and then at jeopardy you know
at chess and then at jeopardy you know
at chess and then at jeopardy you know we should just give right and go well I
we should just give right and go well I
we should just give right and go well I might give up in most things there are a
might give up in most things there are a
might give up in most things there are a lot of things that they are nowhere
lot of things that they are nowhere
lot of things that they are nowhere close to so I said there’s nothing left
close to so I said there’s nothing left
close to so I said there’s nothing left we’re done let’s just move to Mars and
we’re done let’s just move to Mars and
we’re done let’s just move to Mars and I’m looking at my photo sorter on my
I’m looking at my photo sorter on my
I’m looking at my photo sorter on my computer and you give it face
computer and you give it face
computer and you give it face recognition some hints and give it a few
recognition some hints and give it a few
recognition some hints and give it a few photos to train on one of these photos
photos to train on one of these photos
photos to train on one of these photos found me when I was 11 was 11 I bet I’m
found me when I was 11 was 11 I bet I’m
found me when I was 11 was 11 I bet I’m I resemble myself of course but still
I resemble myself of course but still
I resemble myself of course but still that’s pretty amazing it says we think
that’s pretty amazing it says we think
that’s pretty amazing it says we think this is you please confirm like yeah
this is you please confirm like yeah
this is you please confirm like yeah it’s me
it’s me
it’s me is a fuzzy photo taken on a Kodak
is a fuzzy photo taken on a Kodak
is a fuzzy photo taken on a Kodak Instamatic yeah so that’s what this
Instamatic yeah so that’s what this
Instamatic yeah so that’s what this learning era AI is really all about it’s
learning era AI is really all about it’s
learning era AI is really all about it’s in everything that we are doing so hot
in everything that we are doing so hot
in everything that we are doing so hot you’re an AI robot assist what is that
you’re an AI robot assist what is that
you’re an AI robot assist what is that well generated robotics is this merger
well generated robotics is this merger
well generated robotics is this merger of AI and the physical world the the
of AI and the physical world the the
of AI and the physical world the the mechanics the embodiment of a machine
mechanics the embodiment of a machine
mechanics the embodiment of a machine and so you need to sort of understand
and so you need to sort of understand
and so you need to sort of understand both the mechanics and the AI to make a
both the mechanics and the AI to make a
both the mechanics and the AI to make a physical smart so so what do you create
physical smart so so what do you create
physical smart so so what do you create in your lab we try asking that from
in your lab we try asking that from
in your lab we try asking that from anybody’s got a lab what would create
anybody’s got a lab what would create
anybody’s got a lab what would create what’s happening in your lab what’s
what’s happening in your lab what’s
what’s happening in your lab what’s happening so we’re trying
happening so we’re trying
happening so we’re trying to to look at sort of next-generation
to to look at sort of next-generation
to to look at sort of next-generation robotics we’re trying to look at what I
robotics we’re trying to look at what I
robotics we’re trying to look at what I know how can we take this from program
know how can we take this from program
know how can we take this from program machines the machines that can learn
machines the machines that can learn
machines the machines that can learn that can learn fast they can learn
that can learn fast they can learn
that can learn fast they can learn things that that we haven’t taught them
things that that we haven’t taught them
things that that we haven’t taught them and you know do things that we normally
and you know do things that we normally
and you know do things that we normally don’t think robots can do like
don’t think robots can do like
don’t think robots can do like self-replicate be creative things like
self-replicate be creative things like
self-replicate be creative things like that they have self-awareness
that they have self-awareness
that they have self-awareness you know that’s self-awareness is one of
you know that’s self-awareness is one of
you know that’s self-awareness is one of these these Holy Grails that would say
these these Holy Grails that would say
these these Holy Grails that would say of robotics is going to take a while but
of robotics is going to take a while but
of robotics is going to take a while but they were on that path
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