simple question for everybody how many of you feel like you interact with
of you feel like you interact with
of you feel like you interact with artificial intelligence every single day
artificial intelligence every single day
artificial intelligence every single day all right about five how many of you
all right about five how many of you
all right about five how many of you feel like you are pumping information
feel like you are pumping information
feel like you are pumping information into the cloud every day that could be
into the cloud every day that could be
into the cloud every day that could be used to manipulate your life in some way
used to manipulate your life in some way
used to manipulate your life in some way Oh fascinating interesting okay so
Oh fascinating interesting okay so
Oh fascinating interesting okay so there’s a combination there so two
there’s a combination there so two
there’s a combination there so two things I want to talk about or actually
things I want to talk about or actually
things I want to talk about or actually kick this off the fourth Industrial
kick this off the fourth Industrial
kick this off the fourth Industrial Revolution so this actually there’s a
Revolution so this actually there’s a
Revolution so this actually there’s a quote from the current Google CEO sundar
quote from the current Google CEO sundar
quote from the current Google CEO sundar Pichai that we are in an AI first world
Pichai that we are in an AI first world
Pichai that we are in an AI first world the fourth Industrial Revolution I kind
the fourth Industrial Revolution I kind
the fourth Industrial Revolution I kind of see it as the sneaky breakthrough
of see it as the sneaky breakthrough
of see it as the sneaky breakthrough moment it’s happening it has happened
moment it’s happening it has happened
moment it’s happening it has happened all the interactions as you’ll see are
all the interactions as you’ll see are
all the interactions as you’ll see are actually heavily influenced by
actually heavily influenced by
actually heavily influenced by artificial intelligence so let’s take a
artificial intelligence so let’s take a
artificial intelligence so let’s take a look first there’s an old phrase we used
look first there’s an old phrase we used
look first there’s an old phrase we used to use about having myriad data and a
to use about having myriad data and a
to use about having myriad data and a dearth of information like I just I just
dearth of information like I just I just
dearth of information like I just I just have a whole bunch of data but I don’t
have a whole bunch of data but I don’t
have a whole bunch of data but I don’t really know what it means but let’s take
really know what it means but let’s take
really know what it means but let’s take a deeper look data is the fuel of
a deeper look data is the fuel of
a deeper look data is the fuel of machine learning how computers learn
machine learning how computers learn
machine learning how computers learn about what they’re doing what they need
about what they’re doing what they need
about what they’re doing what they need to do next how they should act how they
to do next how they should act how they
to do next how they should act how they can win games let’s take a deeper look
can win games let’s take a deeper look
can win games let’s take a deeper look first off make a separation between data
first off make a separation between data
first off make a separation between data information and knowledge so there could
information and knowledge so there could
information and knowledge so there could be an abundance of data but you really
be an abundance of data but you really
be an abundance of data but you really don’t have any information if I was to
don’t have any information if I was to
don’t have any information if I was to say the stock price of IBM today is
say the stock price of IBM today is
say the stock price of IBM today is whatever 100 could you act on it you
whatever 100 could you act on it you
whatever 100 could you act on it you would say well I don’t have enough
would say well I don’t have enough
would say well I don’t have enough information I just have data points so
information I just have data points so
information I just have data points so okay so data over time is going to give
okay so data over time is going to give
okay so data over time is going to give you information on what you should do
you information on what you should do
you information on what you should do but the knowledge is gained from
but the knowledge is gained from
but the knowledge is gained from information over an abundance of time in
information over an abundance of time in
information over an abundance of time in certain situations now you’re actually
certain situations now you’re actually
certain situations now you’re actually thinking about other possibilities
thinking about other possibilities
thinking about other possibilities outside of just the stock market think
outside of just the stock market think
outside of just the stock market think about the data we actually produce so
about the data we actually produce so
about the data we actually produce so there’s two different things to think
there’s two different things to think
there’s two different things to think about one is the data of things weather
about one is the data of things weather
about one is the data of things weather data all the time temperatures humidity
data all the time temperatures humidity
data all the time temperatures humidity a little dissolve xn slater sensors
a little dissolve xn slater sensors
a little dissolve xn slater sensors there are sensors on everything anybody
there are sensors on everything anybody
there are sensors on everything anybody here have a Fitbit okay has anybody
here have a Fitbit okay has anybody
here have a Fitbit okay has anybody heard the news recently of fitbit’s
heard the news recently of fitbit’s
heard the news recently of fitbit’s being used to report on army locations
being used to report on army locations
being used to report on army locations and movements around the world okay
and movements around the world okay
and movements around the world okay sensors like Fitbit they’re everywhere
sensors like Fitbit they’re everywhere
sensors like Fitbit they’re everywhere we are sensor izing everything smart
we are sensor izing everything smart
we are sensor izing everything smart readers smart meters the Internet of
readers smart meters the Internet of
readers smart meters the Internet of Things are all reporting data about our
Things are all reporting data about our
Things are all reporting data about our lives smart fridges smart appliances our
lives smart fridges smart appliances our
lives smart fridges smart appliances our utilities all of these devices even
utilities all of these devices even
utilities all of these devices even engines on machines our cars they have
engines on machines our cars they have
engines on machines our cars they have system logs they can all produce data
system logs they can all produce data
system logs they can all produce data and you’ve ever been shopping on
and you’ve ever been shopping on
and you’ve ever been shopping on something on Amazon and then you went to
something on Amazon and then you went to
something on Amazon and then you went to your Gmail and there’s an ad for it
your Gmail and there’s an ad for it
your Gmail and there’s an ad for it right we’re not quite creeped out about
right we’re not quite creeped out about
right we’re not quite creeped out about it anymore right if this was 15 years
it anymore right if this was 15 years
it anymore right if this was 15 years ago whoa how do you know what I’m
ago whoa how do you know what I’m
ago whoa how do you know what I’m shopping for now I go yeah I’m going to
shopping for now I go yeah I’m going to
shopping for now I go yeah I’m going to buy that but all of these things are
buy that but all of these things are
buy that but all of these things are talking in the background let’s talk
talking in the background let’s talk
talking in the background let’s talk about you two so now your age figure out
about you two so now your age figure out
about you two so now your age figure out your gender might know your weight your
your gender might know your weight your
your gender might know your weight your relationship status you give that up
relationship status you give that up
relationship status you give that up freely your income you give to the
freely your income you give to the
freely your income you give to the federal government I know by the census
federal government I know by the census
federal government I know by the census data people know and can find out and
data people know and can find out and
data people know and can find out and just say no the federal government gives
just say no the federal government gives
just say no the federal government gives up income tax data not enough but
up income tax data not enough but
up income tax data not enough but anonymously to data engines to figure
anonymously to data engines to figure
anonymously to data engines to figure out what zip code what marital status
out what zip code what marital status
out what zip code what marital status how much money you make so guess what
how much money you make so guess what
how much money you make so guess what people can target market you and will
people can target market you and will
people can target market you and will keep going every time you like something
keep going every time you like something
keep going every time you like something every picture you take and share every
every picture you take and share every
every picture you take and share every time you click through something every
time you click through something every
time you click through something every movie you watch or pause or rewind
movie you watch or pause or rewind
movie you watch or pause or rewind everything you purchase which credit
everything you purchase which credit
everything you purchase which credit card you use or if you use PayPal is
card you use or if you use PayPal is
card you use or if you use PayPal is being recorded and tracked so people can
being recorded and tracked so people can
being recorded and tracked so people can figure out what to market to you what to
figure out what to market to you what to
figure out what to market to you what to sell to you to make other influential
sell to you to make other influential
sell to you to make other influential decisions and we willingly give all this
decisions and we willingly give all this
decisions and we willingly give all this information up what’s really important
information up what’s really important
information up what’s really important is this aggregation over time when you
is this aggregation over time when you
is this aggregation over time when you put it in context you have results did I
put it in context you have results did I
put it in context you have results did I win did I lose this is a fascinating
win did I lose this is a fascinating
win did I lose this is a fascinating fact did you know that one there’s a
fact did you know that one there’s a
fact did you know that one there’s a higher amount of smog the stock market
higher amount of smog the stock market
higher amount of smog the stock market goes down it’s true it’s been proven
goes down it’s true it’s been proven
goes down it’s true it’s been proven small correlations and how much fine
small correlations and how much fine
small correlations and how much fine particulates are in the air around Wall
particulates are in the air around Wall
particulates are in the air around Wall Street’s affects behavior and so on
Street’s affects behavior and so on
Street’s affects behavior and so on those days stock traders aren’t as
those days stock traders aren’t as
those days stock traders aren’t as risk-taking so the stock market declines
risk-taking so the stock market declines
risk-taking so the stock market declines a little bit just a little bit but it is
a little bit just a little bit but it is
a little bit just a little bit but it is noticeable and there is correlation so
noticeable and there is correlation so
noticeable and there is correlation so this creates information information
this creates information information
this creates information information that is actually extremely useful I have
that is actually extremely useful I have
that is actually extremely useful I have to make this comment because our
to make this comment because our
to make this comment because our cybernetic overlords are coming and they
cybernetic overlords are coming and they
cybernetic overlords are coming and they might already be controlling us but well
might already be controlling us but well
might already be controlling us but well we’ll get into that
we’ll get into that
we’ll get into that but there’s massive acceleration in not
but there’s massive acceleration in not
but there’s massive acceleration in not just the computing power but the ability
just the computing power but the ability
just the computing power but the ability for the computing power we have to
for the computing power we have to
for the computing power we have to discern through all of these piles of
discern through all of these piles of
discern through all of these piles of information we’ve been producing in
information we’ve been producing in
information we’ve been producing in order to make meaningful decisions for
order to make meaningful decisions for
order to make meaningful decisions for us big data if you haven’t heard of this
us big data if you haven’t heard of this
us big data if you haven’t heard of this term it’s kind of what I was mentioning
term it’s kind of what I was mentioning
term it’s kind of what I was mentioning before we have stockpiles of data but we
before we have stockpiles of data but we
before we have stockpiles of data but we don’t necessarily know how they’re
don’t necessarily know how they’re
don’t necessarily know how they’re correlated but we’re saving it all we’re
correlated but we’re saving it all we’re
correlated but we’re saving it all we’re storing it all does anybody know the NSA
storing it all does anybody know the NSA
storing it all does anybody know the NSA is storing every communication every
is storing every communication every
is storing every communication every cell phone conversation every email you
cell phone conversation every email you
cell phone conversation every email you have in a two billion dollar facility in
have in a two billion dollar facility in
have in a two billion dollar facility in Utah and I swear I don’t believe in
Utah and I swear I don’t believe in
Utah and I swear I don’t believe in aliens I’m just telling you it’s
aliens I’m just telling you it’s
aliens I’m just telling you it’s actually happening in the world they are
actually happening in the world they are
actually happening in the world they are they’re storing all this information so
they’re storing all this information so
they’re storing all this information so we have these pools and data data that
we have these pools and data data that
we have these pools and data data that we sometimes we don’t know if it’s
we sometimes we don’t know if it’s
we sometimes we don’t know if it’s relevant but we know we have it feeding
relevant but we know we have it feeding
relevant but we know we have it feeding this is the Internet of Things if you’ve
this is the Internet of Things if you’ve
this is the Internet of Things if you’ve heard of this every device smart
heard of this every device smart
heard of this every device smart televisions your phones of course we are
televisions your phones of course we are
televisions your phones of course we are all basically giving up our location
all basically giving up our location
all basically giving up our location data or giving up what we wear we’re
data or giving up what we wear we’re
data or giving up what we wear we’re driving how fast we’re going you can
driving how fast we’re going you can
driving how fast we’re going you can argue that your device is an Internet of
argue that your device is an Internet of
argue that your device is an Internet of Things for people but the Internet of
Things for people but the Internet of
Things for people but the Internet of Things also applies to like I mentioned
Things also applies to like I mentioned
Things also applies to like I mentioned smart meters cars we just have
smart meters cars we just have
smart meters cars we just have essentially all these sensors reporting
essentially all these sensors reporting
essentially all these sensors reporting on what’s happening in the world now
on what’s happening in the world now
on what’s happening in the world now robotics is an applied application to
robotics is an applied application to
robotics is an applied application to using this information in more the
using this information in more the
using this information in more the physical world artificial intelligence
physical world artificial intelligence
physical world artificial intelligence is what I’m here to talk about this is
is what I’m here to talk about this is
is what I’m here to talk about this is taking all of that data allowing
taking all of that data allowing
taking all of that data allowing computers to actually program themselves
computers to actually program themselves
computers to actually program themselves to learn things and we don’t necessarily
to learn things and we don’t necessarily
to learn things and we don’t necessarily artificial intelligence the difference
artificial intelligence the difference
artificial intelligence the difference between artificial intelligence and
between artificial intelligence and
between artificial intelligence and machine learning is that we don’t know
machine learning is that we don’t know
machine learning is that we don’t know necessarily what the results will be we
necessarily what the results will be we
necessarily what the results will be we program the computer look for things to
program the computer look for things to
program the computer look for things to make correlations so try to figure out
make correlations so try to figure out
make correlations so try to figure out something we don’t actually know we
something we don’t actually know we
something we don’t actually know we don’t point it to go play checkers we
don’t point it to go play checkers we
don’t point it to go play checkers we pointed an information set and say and
pointed an information set and say and
pointed an information set and say and say tell me why stock market dip so I
say tell me why stock market dip so I
say tell me why stock market dip so I should even say stock market dips and
should even say stock market dips and
should even say stock market dips and they say you know we found out there
they say you know we found out there
they say you know we found out there were smog on that day things like that
were smog on that day things like that
were smog on that day things like that that’s where artificial intelligence is
that’s where artificial intelligence is
that’s where artificial intelligence is going and it’s even going farther so
going and it’s even going farther so
going and it’s even going farther so what’s good let’s take a look a moment
what’s good let’s take a look a moment
what’s good let’s take a look a moment and think about it every does everybody
and think about it every does everybody
and think about it every does everybody not use Netflix or Hulu or something
not use Netflix or Hulu or something
not use Netflix or Hulu or something else okay let’s think about how you used
else okay let’s think about how you used
else okay let’s think about how you used to go to the movies you used to buy a
to go to the movies you used to buy a
to go to the movies you used to buy a generic ticket and the theater didn’t
generic ticket and the theater didn’t
generic ticket and the theater didn’t know who you were that went about what
know who you were that went about what
know who you were that went about what the movie theater is what the studios
the movie theater is what the studios
the movie theater is what the studios knew was
knew was
knew was that somebody bought a ticket to see a
that somebody bought a ticket to see a
that somebody bought a ticket to see a particular movie somewhere in the world
particular movie somewhere in the world
particular movie somewhere in the world at maybe at that particular movie
at maybe at that particular movie
at maybe at that particular movie theater that was kind of it and we’ve
theater that was kind of it and we’ve
theater that was kind of it and we’ve seen movies bomb we’ve seen you know
seen movies bomb we’ve seen you know
seen movies bomb we’ve seen you know there’s been bad movies what Netflix
there’s been bad movies what Netflix
there’s been bad movies what Netflix knows about you okay sorry who you are I
knows about you okay sorry who you are I
knows about you okay sorry who you are I know what you watch I know when you
know what you watch I know when you
know what you watch I know when you watch it I know when you start a series
watch it I know when you start a series
watch it I know when you start a series I know if you finish a series I know
I know if you finish a series I know
I know if you finish a series I know what you like them didn’t like because
what you like them didn’t like because
what you like them didn’t like because we put three stars five stars we
we put three stars five stars we
we put three stars five stars we actually put thumbs up thumbs down I
actually put thumbs up thumbs down I
actually put thumbs up thumbs down I know when you now Netflix knows there
know when you now Netflix knows there
know when you now Netflix knows there are five people in your family I can
are five people in your family I can
are five people in your family I can tell when you log in and watch a series
tell when you log in and watch a series
tell when you log in and watch a series but you’re your companion you chose to
but you’re your companion you chose to
but you’re your companion you chose to watch it without them at some point I
watch it without them at some point I
watch it without them at some point I can see that this is actually happening
can see that this is actually happening
can see that this is actually happening so what does Netflix done with this
so what does Netflix done with this
so what does Netflix done with this information
information
information has anybody seen house of cards stranger
has anybody seen house of cards stranger
has anybody seen house of cards stranger things they’ve gotten into original
things they’ve gotten into original
things they’ve gotten into original content they don’t make things that bomb
content they don’t make things that bomb
content they don’t make things that bomb why because they already know what you
why because they already know what you
why because they already know what you like they already know what you’re
like they already know what you’re
like they already know what you’re interested in and they know who to
interested in and they know who to
interested in and they know who to market it to I know your age I know your
market it to I know your age I know your
market it to I know your age I know your location I know how many people are in
location I know how many people are in
location I know how many people are in your family I know that my kids watch
your family I know that my kids watch
your family I know that my kids watch way too much on Saturday morning that is
way too much on Saturday morning that is
way too much on Saturday morning that is the difference that’s how this
the difference that’s how this
the difference that’s how this information starting to be used so this
information starting to be used so this
information starting to be used so this is still the good so let’s move forward
is still the good so let’s move forward
is still the good so let’s move forward so automated farming vertical farming I
so automated farming vertical farming I
so automated farming vertical farming I know how much water I’ve given a plant
know how much water I’ve given a plant
know how much water I’ve given a plant cameras on these plants I know when
cameras on these plants I know when
cameras on these plants I know when they’re actually growing I know what the
they’re actually growing I know what the
they’re actually growing I know what the proper temperature is I’m using all
proper temperature is I’m using all
proper temperature is I’m using all these sensors kyoto japan currently has
these sensors kyoto japan currently has
these sensors kyoto japan currently has a plant that’s producing ten million ten
a plant that’s producing ten million ten
a plant that’s producing ten million ten million heads of lettuce in a given year
million heads of lettuce in a given year
million heads of lettuce in a given year through vertical farming using
through vertical farming using
through vertical farming using artificial intelligence driverless
artificial intelligence driverless
artificial intelligence driverless vehicles some people that argue dry
vehicles some people that argue dry
vehicles some people that argue dry texting means it is a driverless vehicle
texting means it is a driverless vehicle
texting means it is a driverless vehicle trust me I do it myself but actually it
trust me I do it myself but actually it
trust me I do it myself but actually it is this is real it is happening okay so
is this is real it is happening okay so
is this is real it is happening okay so the car manufacturers are doing a GM
the car manufacturers are doing a GM
the car manufacturers are doing a GM Ford Google Apple uber lyft cities
Ford Google Apple uber lyft cities
Ford Google Apple uber lyft cities across America these cars are driving
across America these cars are driving
across America these cars are driving presently Tesla and not only is Tesla
presently Tesla and not only is Tesla
presently Tesla and not only is Tesla doing automated driving they’re sharing
doing automated driving they’re sharing
doing automated driving they’re sharing the results of driving and where to turn
the results of driving and where to turn
the results of driving and where to turn and what they did that one car what it
and what they did that one car what it
and what they did that one car what it does
does
does Tesla actually reports back to
Tesla actually reports back to
Tesla actually reports back to the mothership and that makes
the mothership and that makes
the mothership and that makes improvements to its software so all the
improvements to its software so all the
improvements to its software so all the other cars suddenly learn from what you
other cars suddenly learn from what you
other cars suddenly learn from what you drove and how you drove
drove and how you drove
drove and how you drove so the actual auto driving mechanism and
so the actual auto driving mechanism and
so the actual auto driving mechanism and Tesla is self learning and it’s adaptive
Tesla is self learning and it’s adaptive
Tesla is self learning and it’s adaptive day by day ah the medical field
day by day ah the medical field
day by day ah the medical field nothing is more awash in data about you
nothing is more awash in data about you
nothing is more awash in data about you your weight your blood pressure you know
your weight your blood pressure you know
your weight your blood pressure you know certain diseases may be genetic diseases
certain diseases may be genetic diseases
certain diseases may be genetic diseases other things you may have but like for
other things you may have but like for
other things you may have but like for MRIs scanning MRIs scanning one if you
MRIs scanning MRIs scanning one if you
MRIs scanning MRIs scanning one if you wanted one doctor to scan one our Mir
wanted one doctor to scan one our Mir
wanted one doctor to scan one our Mir MRI what would you like to see a million
MRI what would you like to see a million
MRI what would you like to see a million MRIs scanned and try to find the pattern
MRIs scanned and try to find the pattern
MRIs scanned and try to find the pattern between them so they can determine if
between them so they can determine if
between them so they can determine if yours is at risk for a disease currently
yours is at risk for a disease currently
yours is at risk for a disease currently computers can has a 90% accuracy on
computers can has a 90% accuracy on
computers can has a 90% accuracy on diagnosing skin cancer there is no
diagnosing skin cancer there is no
diagnosing skin cancer there is no doctor that is that good this is the one
doctor that is that good this is the one
doctor that is that good this is the one that is pretty impressive sorry alphago
that is pretty impressive sorry alphago
that is pretty impressive sorry alphago alphago if you’re familiar with chess
alphago if you’re familiar with chess
alphago if you’re familiar with chess and checkers like I mentioned go is a
and checkers like I mentioned go is a
and checkers like I mentioned go is a game a little bit more sophisticated
game a little bit more sophisticated
game a little bit more sophisticated more strategic so Google said they said
more strategic so Google said they said
more strategic so Google said they said that could never be beaten by a computer
that could never be beaten by a computer
that could never be beaten by a computer human couldn’t be beaten by a computer
human couldn’t be beaten by a computer
human couldn’t be beaten by a computer not only did alphago beat a human
not only did alphago beat a human
not only did alphago beat a human actually two out of three within life he
actually two out of three within life he
actually two out of three within life he was in the last two years they then
was in the last two years they then
was in the last two years they then built alphago zero which actually did
built alphago zero which actually did
built alphago zero which actually did more deep learning more artificial
more deep learning more artificial
more deep learning more artificial intelligence to train itself it then
intelligence to train itself it then
intelligence to train itself it then beat alphago a hundred times straight
beat alphago a hundred times straight
beat alphago a hundred times straight then they pointed alphago zero at a
then they pointed alphago zero at a
then they pointed alphago zero at a chess basically just how to play chess
chess basically just how to play chess
chess basically just how to play chess they just gave it instructions within
they just gave it instructions within
they just gave it instructions within eight hours it beats it beat the world’s
eight hours it beats it beat the world’s
eight hours it beats it beat the world’s best chess computer so that sounds
best chess computer so that sounds
best chess computer so that sounds positive that seems fun right the other
positive that seems fun right the other
positive that seems fun right the other side of this is the flash crash now this
side of this is the flash crash now this
side of this is the flash crash now this was eight years ago
was eight years ago
was eight years ago high-frequency trading algorithms if
high-frequency trading algorithms if
high-frequency trading algorithms if you’re not familiar with this stock the
you’re not familiar with this stock the
you’re not familiar with this stock the stock market is not controlled by humans
stock market is not controlled by humans
stock market is not controlled by humans saying I want to buy stock they are
saying I want to buy stock they are
saying I want to buy stock they are controlled by algorithms that are
controlled by algorithms that are
controlled by algorithms that are programmed to use artificial
programmed to use artificial
programmed to use artificial intelligence to say mmm it’s there’s
intelligence to say mmm it’s there’s
intelligence to say mmm it’s there’s weather here this is gonna affect butter
weather here this is gonna affect butter
weather here this is gonna affect butter futures I see information about the
futures I see information about the
futures I see information about the Nikkei index how is that going to affect
Nikkei index how is that going to affect
Nikkei index how is that going to affect the stock price the problem is those
the stock price the problem is those
the stock price the problem is those bots actually trade against each other I
bots actually trade against each other I
bots actually trade against each other I actually came out of the high-frequency
actually came out of the high-frequency
actually came out of the high-frequency trading business years ago they actually
trading business years ago they actually
trading business years ago they actually put simulated fake trades to see what
put simulated fake trades to see what
put simulated fake trades to see what your bot is gonna do against my bot now
your bot is gonna do against my bot now
your bot is gonna do against my bot now my trains are battling it
my trains are battling it
my trains are battling it this flash crash was actually the Dow
this flash crash was actually the Dow
this flash crash was actually the Dow lost 10% of market value for about 12
lost 10% of market value for about 12
lost 10% of market value for about 12 minutes back in 2010 they say 60% of all
minutes back in 2010 they say 60% of all
minutes back in 2010 they say 60% of all trades on stock markets are actually
trades on stock markets are actually
trades on stock markets are actually done by high-frequency trading
done by high-frequency trading
done by high-frequency trading algorithms I wouldn’t want to be killed
algorithms I wouldn’t want to be killed
algorithms I wouldn’t want to be killed by a robot but in the Geneva where they
by a robot but in the Geneva where they
by a robot but in the Geneva where they have the Geneva Convention just last
have the Geneva Convention just last
have the Geneva Convention just last month
month
month autonomous lethal robotic systems is a
autonomous lethal robotic systems is a
autonomous lethal robotic systems is a big concern we’re familiar with drones
big concern we’re familiar with drones
big concern we’re familiar with drones but the actual button that says I should
but the actual button that says I should
but the actual button that says I should drop this bomb it still has human
drop this bomb it still has human
drop this bomb it still has human intervention they’re now trying to
intervention they’re now trying to
intervention they’re now trying to prevent those going to the mind of a
prevent those going to the mind of a
prevent those going to the mind of a computer say well I see an intruder I
computer say well I see an intruder I
computer say well I see an intruder I should shoot this person it’s kind of
should shoot this person it’s kind of
should shoot this person it’s kind of like Robocop but this is this is very
like Robocop but this is this is very
like Robocop but this is this is very real this is both with air warfare
real this is both with air warfare
real this is both with air warfare missiles and ground-based systems there
missiles and ground-based systems there
missiles and ground-based systems there is if you’re familiar with Elon Musk who
is if you’re familiar with Elon Musk who
is if you’re familiar with Elon Musk who runs Tesla Bill Gates with Microsoft
runs Tesla Bill Gates with Microsoft
runs Tesla Bill Gates with Microsoft Stephen Hawking the famous physicist
Stephen Hawking the famous physicist
Stephen Hawking the famous physicist they’ve all been warning extensively
they’ve all been warning extensively
they’ve all been warning extensively against a robotic future of warfare the
against a robotic future of warfare the
against a robotic future of warfare the strange thing is you know who leads in
strange thing is you know who leads in
strange thing is you know who leads in the development of autonomous weapon
the development of autonomous weapon
the development of autonomous weapon systems the United States do you know
systems the United States do you know
systems the United States do you know who then is following suit because we’ve
who then is following suit because we’ve
who then is following suit because we’ve led the charge China Russia
high-confidence Russia interfered
high-confidence Russia interfered whether or not there’s collusion is not
whether or not there’s collusion is not
whether or not there’s collusion is not the question here the ability for a
the question here the ability for a
the question here the ability for a foreign nation to buy ads to make sure
foreign nation to buy ads to make sure
foreign nation to buy ads to make sure what you click on and what you like
what you click on and what you like
what you click on and what you like influences what you see and how you
influences what you see and how you
influences what you see and how you perceive to then make you act and do
perceive to then make you act and do
perceive to then make you act and do something that maybe you wouldn’t have
something that maybe you wouldn’t have
something that maybe you wouldn’t have done is an effect of artificial
done is an effect of artificial
done is an effect of artificial intelligence so if you’ve seen Facebook
intelligence so if you’ve seen Facebook
intelligence so if you’ve seen Facebook in the news is changing their newsfeed
in the news is changing their newsfeed
in the news is changing their newsfeed they’re trying to they’re trying to dial
they’re trying to they’re trying to dial
they’re trying to they’re trying to dial back actually all that automated news
back actually all that automated news
back actually all that automated news that you’re receiving I don’t know this
that you’re receiving I don’t know this
that you’re receiving I don’t know this is kind of leads me into the weird there
is kind of leads me into the weird there
is kind of leads me into the weird there is an AI religion I kid you not it’s
is an AI religion I kid you not it’s
is an AI religion I kid you not it’s funny it’s actually WTF but I don’t know
funny it’s actually WTF but I don’t know
funny it’s actually WTF but I don’t know what to do about that
what to do about that
what to do about that but the way of the future basically
but the way of the future basically
but the way of the future basically saying that intelligence shouldn’t be
saying that intelligence shouldn’t be
saying that intelligence shouldn’t be just limited to a biological
just limited to a biological
just limited to a biological intelligence will we not have a higher
intelligence will we not have a higher
intelligence will we not have a higher power that has all this information all
power that has all this information all
power that has all this information all this calculation power isn’t that a
this calculation power isn’t that a
this calculation power isn’t that a higher intelligence that we then almost
higher intelligence that we then almost
higher intelligence that we then almost become robots for so now the weird
become robots for so now the weird
become robots for so now the weird I can’t explain some of this stuff but
I can’t explain some of this stuff but
I can’t explain some of this stuff but the best restaurant in London by
the best restaurant in London by
the best restaurant in London by TripAdvisor
TripAdvisor
TripAdvisor didn’t even exist that’s right some guy
didn’t even exist that’s right some guy
didn’t even exist that’s right some guy thought it would just be funny to create
thought it would just be funny to create
thought it would just be funny to create an address create a phone number put an
an address create a phone number put an
an address create a phone number put an ad online and he game the system people
ad online and he game the system people
ad online and he game the system people would call him to make reservations he’d
would call him to make reservations he’d
would call him to make reservations he’d say now sorry we’re full sorry we’re
say now sorry we’re full sorry we’re
say now sorry we’re full sorry we’re full I believe people gave good reviews
full I believe people gave good reviews
full I believe people gave good reviews to it and kept pumping it up pumping it
to it and kept pumping it up pumping it
to it and kept pumping it up pumping it up it was the number one reviewed
up it was the number one reviewed
up it was the number one reviewed restaurant in London it was his literal
restaurant in London it was his literal
restaurant in London it was his literal shed and it did not exist so you may
shed and it did not exist so you may
shed and it did not exist so you may heard the story of Alexa dialing 9-1-1
heard the story of Alexa dialing 9-1-1
heard the story of Alexa dialing 9-1-1 so there’s a domestic domestic violence
so there’s a domestic domestic violence
so there’s a domestic domestic violence abuse and somehow the cops just showed
abuse and somehow the cops just showed
abuse and somehow the cops just showed up and they said well Alexa wasn’t able
up and they said well Alexa wasn’t able
up and they said well Alexa wasn’t able to make a voice call like well somebody
to make a voice call like well somebody
to make a voice call like well somebody called 9-1-1 and we can actually hear
called 9-1-1 and we can actually hear
called 9-1-1 and we can actually hear the arguments so somebody in this home
the arguments so somebody in this home
the arguments so somebody in this home dialed 9-1-1 so it’s like that Alexa
dialed 9-1-1 so it’s like that Alexa
dialed 9-1-1 so it’s like that Alexa just intervene no tell you the Microsoft
just intervene no tell you the Microsoft
just intervene no tell you the Microsoft AI that they put out there to
AI that they put out there to
AI that they put out there to communicate as a chatbox became a racist
communicate as a chatbox became a racist
communicate as a chatbox became a racist and a sexist within eight hours and they
and a sexist within eight hours and they
and a sexist within eight hours and they had to shut it off language creation so
had to shut it off language creation so
had to shut it off language creation so they had AI BOTS actually talk to each
they had AI BOTS actually talk to each
they had AI BOTS actually talk to each other and chat to each other they
other and chat to each other they
other and chat to each other they started talking in their own language
started talking in their own language
started talking in their own language they were still using English but then
they were still using English but then
they were still using English but then they started to use their own
they started to use their own
they started to use their own manipulation of English to actually make
manipulation of English to actually make
manipulation of English to actually make it faster to talk to each other Elon
it faster to talk to each other Elon
it faster to talk to each other Elon Musk as I mentioned before is actually a
Musk as I mentioned before is actually a
Musk as I mentioned before is actually a big he’s very much against the the
big he’s very much against the the
big he’s very much against the the future of AI because he’s very much
future of AI because he’s very much
future of AI because he’s very much concerned what the impact could be the
concerned what the impact could be the
concerned what the impact could be the humanity so he’s actually built a
humanity so he’s actually built a
humanity so he’s actually built a company called neural Inc they’re just
company called neural Inc they’re just
company called neural Inc they’re just forming to help build brain computer
forming to help build brain computer
forming to help build brain computer interfaces for humans so he can take all
interfaces for humans so he can take all
interfaces for humans so he can take all this interface and we could take all
this interface and we could take all
this interface and we could take all this information and actually use that
this information and actually use that
this information and actually use that information ourselves how I’m not too
information ourselves how I’m not too
information ourselves how I’m not too sure there is the IAI creative arts
sure there is the IAI creative arts
sure there is the IAI creative arts there is music here’s where it gets
there is music here’s where it gets
there is music here’s where it gets weird if you get run over by a
weird if you get run over by a
weird if you get run over by a autonomous car if you get shot by a
autonomous car if you get shot by a
autonomous car if you get shot by a autonomous gun who’s really to blame is
autonomous gun who’s really to blame is
autonomous gun who’s really to blame is it the company that built them is it the
it the company that built them is it the
it the company that built them is it the programmer like you know the entire
programmer like you know the entire
programmer like you know the entire legal system is based on somebody being
legal system is based on somebody being
legal system is based on somebody being accountable for that action now it’s
accountable for that action now it’s
accountable for that action now it’s actually artificial intelligence one
actually artificial intelligence one
actually artificial intelligence one thing about the fourth Industrial
thing about the fourth Industrial
thing about the fourth Industrial Revolution is that AI has been said to
Revolution is that AI has been said to
Revolution is that AI has been said to increase GDP by 17 trillion but the work
increase GDP by 17 trillion but the work
increase GDP by 17 trillion but the work forces of advanced economies they rely
forces of advanced economies they rely
forces of advanced economies they rely on those financial job
on those financial job
on those financial job like I mentioned that are going to be
like I mentioned that are going to be
like I mentioned that are going to be easily actually easier it easily
easily actually easier it easily
easily actually easier it easily replaced and this is a 2030 estimate so
replaced and this is a 2030 estimate so
replaced and this is a 2030 estimate so we’re talking only in 12 years you have
we’re talking only in 12 years you have
we’re talking only in 12 years you have high skill high pay jobs actually that
high skill high pay jobs actually that
high skill high pay jobs actually that will still be promoted people that
will still be promoted people that
will still be promoted people that actually be coding these things maybes
actually be coding these things maybes
actually be coding these things maybes more sophisticated type of work that
more sophisticated type of work that
more sophisticated type of work that can’t be replaced by AI but really low
can’t be replaced by AI but really low
can’t be replaced by AI but really low skill low paid jobs this disparity will
skill low paid jobs this disparity will
skill low paid jobs this disparity will continue to increase we always talk
continue to increase we always talk
continue to increase we always talk about the wealth gap and people who
about the wealth gap and people who
about the wealth gap and people who recovered from the last recession this
recovered from the last recession this
recovered from the last recession this is just going to escalate even more and
is just going to escalate even more and
is just going to escalate even more and more the upside is there will be we talk
more the upside is there will be we talk
more the upside is there will be we talk about a massive elimination of waste in
about a massive elimination of waste in
about a massive elimination of waste in the supply chain to know who needs what
the supply chain to know who needs what
the supply chain to know who needs what and when and where the logistics behind
and when and where the logistics behind
and when and where the logistics behind this is becoming far more sophisticated
this is becoming far more sophisticated
this is becoming far more sophisticated I’ll have to say this too this is not
I’ll have to say this too this is not
I’ll have to say this too this is not something we’re going to stop it isn’t
something we’re going to stop it isn’t
something we’re going to stop it isn’t the benefit of every company to do this
the benefit of every company to do this
the benefit of every company to do this to eliminate this waste
to eliminate this waste
to eliminate this waste there is really no stopping the progress
there is really no stopping the progress
there is really no stopping the progress that we’re making in artificial
that we’re making in artificial
that we’re making in artificial intelligence
just the thought think about what we do
just the thought think about what we do to try to prevent nuclear weapons from
to try to prevent nuclear weapons from
to try to prevent nuclear weapons from giving out of hand if you had a
giving out of hand if you had a
giving out of hand if you had a proliferation of artificial intelligence
proliferation of artificial intelligence
proliferation of artificial intelligence based weapons that are actually smaller
based weapons that are actually smaller
based weapons that are actually smaller and easier to smuggle but some despot in
and easier to smuggle but some despot in
and easier to smuggle but some despot in some country could easily you know
some country could easily you know
some country could easily you know suppress people with it probably a
suppress people with it probably a
suppress people with it probably a higher proliferation of those weapons
higher proliferation of those weapons
higher proliferation of those weapons one thing I will say is China is betting
one thing I will say is China is betting
one thing I will say is China is betting bigger than we are
bigger than we are
bigger than we are so the impact that on the US China will
so the impact that on the US China will
so the impact that on the US China will actually have a double their GDP impact
actually have a double their GDP impact
actually have a double their GDP impact because they’re making a bigger bet on
because they’re making a bigger bet on
because they’re making a bigger bet on artificial intelligence so let’s think
artificial intelligence so let’s think
artificial intelligence so let’s think about this for a second
about this for a second
about this for a second AI tools are available for everybody to
AI tools are available for everybody to
AI tools are available for everybody to use Google has and Facebook azzam you
use Google has and Facebook azzam you
use Google has and Facebook azzam you can go out there open-source you can go
can go out there open-source you can go
can go out there open-source you can go on the cloud right now and start using
on the cloud right now and start using
on the cloud right now and start using them these aren’t mystery programs that
them these aren’t mystery programs that
them these aren’t mystery programs that people you know hiding somewhere and why
people you know hiding somewhere and why
people you know hiding somewhere and why because they want your data the more you
because they want your data the more you
because they want your data the more you use it the more they’ll collect your
use it the more they’ll collect your
use it the more they’ll collect your data so if my choices are already being
data so if my choices are already being
data so if my choices are already being selected and filtered the news I choose
selected and filtered the news I choose
selected and filtered the news I choose to read the routes I choose to drive the
to read the routes I choose to drive the
to read the routes I choose to drive the movies that are being chosen for me if
movies that are being chosen for me if
movies that are being chosen for me if I’m being influenced I often get fake
I’m being influenced I often get fake
I’m being influenced I often get fake data potentially like that restaurant if
data potentially like that restaurant if
data potentially like that restaurant if my decisions are being based on what I
my decisions are being based on what I
my decisions are being based on what I read and experience my education my news
read and experience my education my news
read and experience my education my news can be faked
can be faked
can be faked right but it is being selective for me i
right but it is being selective for me i
right but it is being selective for me i artificial intelligence sometimes even
artificial intelligence sometimes even
artificial intelligence sometimes even written by healy effects the food it’s
written by healy effects the food it’s
written by healy effects the food it’s actually feeding me those farms the
actually feeding me those farms the
actually feeding me those farms the Logistics I’m kept alive with that early
Logistics I’m kept alive with that early
Logistics I’m kept alive with that early detection to make sure I live nice and
detection to make sure I live nice and
detection to make sure I live nice and long but at some point I could be given
long but at some point I could be given
long but at some point I could be given false data my Apple map or actually
false data my Apple map or actually
false data my Apple map or actually don’t use Apple Maps my Google map could
don’t use Apple Maps my Google map could
don’t use Apple Maps my Google map could drive me off into a bad part of town
drive me off into a bad part of town
drive me off into a bad part of town I could be shot by an AI robot am I
I could be shot by an AI robot am I
I could be shot by an AI robot am I already living in an artificial
already living in an artificial
already living in an artificial intelligence world that’s all I got so
intelligence world that’s all I got so
intelligence world that’s all I got so thank you
”
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