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Cognitive Learning – ‘Digital Evolution, Over Revolution’ | Jonathon Wright | TEDxWilmingtonSalon


I’m here to make a

I’m here to make a illusion tonight anyone got wrong with

illusion tonight anyone got wrong with

illusion tonight anyone got wrong with these one of these devices can you just

these one of these devices can you just

these one of these devices can you just hold it up in the air and this is

hold it up in the air and this is

hold it up in the air and this is everyone on the livestream as well I

everyone on the livestream as well I

everyone on the livestream as well I thought it’d be quite fitting to

thought it’d be quite fitting to

thought it’d be quite fitting to actually do a declaration of digital

actually do a declaration of digital

actually do a declaration of digital independence bringing all the different

independence bringing all the different

independence bringing all the different part of people are watching at home

part of people are watching at home

part of people are watching at home across the globe together as one digital

across the globe together as one digital

across the globe together as one digital citizenship one global superpower that

citizenship one global superpower that

citizenship one global superpower that gives us the opportunity to change the

gives us the opportunity to change the

gives us the opportunity to change the world and what I’m so excited about and

world and what I’m so excited about and

world and what I’m so excited about and I’m going to be talking about today is

I’m going to be talking about today is

I’m going to be talking about today is around cognitive learning I think it’s

around cognitive learning I think it’s

around cognitive learning I think it’s such an exciting opportunity where we’re

such an exciting opportunity where we’re

such an exciting opportunity where we’re going into a new era a new era of

going into a new era a new era of

going into a new era a new era of intelligence and I’m gonna start off

intelligence and I’m gonna start off

intelligence and I’m gonna start off with a bit of history obviously that

with a bit of history obviously that

with a bit of history obviously that mentioned just before was the 1776 and I

mentioned just before was the 1776 and I

mentioned just before was the 1776 and I was I was lucky enough to have a bit of

was I was lucky enough to have a bit of

was I was lucky enough to have a bit of a tour as a journey to my TEDx

a tour as a journey to my TEDx

a tour as a journey to my TEDx experience to go and see where the

experience to go and see where the

experience to go and see where the Declaration of Independence was signed

Declaration of Independence was signed

Declaration of Independence was signed and also go to Washington DC and see the

and also go to Washington DC and see the

and also go to Washington DC and see the big man himself Abraham Lincoln so you

big man himself Abraham Lincoln so you

big man himself Abraham Lincoln so you know part of it is he started on this

know part of it is he started on this

know part of it is he started on this path for the first revolution the

path for the first revolution the

path for the first revolution the industrial steam powered industry now

industrial steam powered industry now

industrial steam powered industry now what I wanted to do is I wanted to take

what I wanted to do is I wanted to take

what I wanted to do is I wanted to take your back a little bit further into

your back a little bit further into

your back a little bit further into history and if you’ve not noticed

history and if you’ve not noticed

history and if you’ve not noticed already I’ve come from the other side of

already I’ve come from the other side of

already I’ve come from the other side of the pond and I live just a few miles

the pond and I live just a few miles

the pond and I live just a few miles away from a tiny place called Bletchley

away from a tiny place called Bletchley

away from a tiny place called Bletchley Park so you may have noticed this it’s

Park so you may have noticed this it’s

Park so you may have noticed this it’s one of the the last five working enigmas

one of the the last five working enigmas

one of the the last five working enigmas and they were big agenda we do I know

and they were big agenda we do I know

and they were big agenda we do I know because I’ve done some work for in the

because I’ve done some work for in the

because I’ve done some work for in the UK government opened it up and managed

UK government opened it up and managed

UK government opened it up and managed to turn it over to Ted now I think as

to turn it over to Ted now I think as

to turn it over to Ted now I think as human beings and obviously were talking

human beings and obviously were talking

human beings and obviously were talking about cheering here for a second with

about cheering here for a second with

about cheering here for a second with fantastic and solving complex problems

fantastic and solving complex problems

fantastic and solving complex problems what Turing did and how many years he

what Turing did and how many years he

what Turing did and how many years he took off the war and how many people he

took off the war and how many people he

took off the war and how many people he saved just kind of shows the compassion

saved just kind of shows the compassion

saved just kind of shows the compassion what they humans can do and this is

what they humans can do and this is

what they humans can do and this is where I think together with technology

where I think together with technology

where I think together with technology we can do comes with great things

we can do comes with great things

we can do comes with great things I just spent the last year out in

I just spent the last year out in

I just spent the last year out in Silicon Valley working with some large

Silicon Valley working with some large

Silicon Valley working with some large organizations that manufacture mobile

organizations that manufacture mobile

organizations that manufacture mobile phones on their machine learning

phones on their machine learning

phones on their machine learning platforms I’ve been helping them predict

platforms I’ve been helping them predict

platforms I’ve been helping them predict where potential failures are when people

where potential failures are when people

where potential failures are when people they’ll be coming in to get their the

they’ll be coming in to get their the

they’ll be coming in to get their the screens changed air changed or you know

screens changed air changed or you know

screens changed air changed or you know some other issue problems with recent

some other issue problems with recent

some other issue problems with recent releases and you know this kind of

releases and you know this kind of

releases and you know this kind of technology isn’t just limited to the

technology isn’t just limited to the

technology isn’t just limited to the valley but you know part of it where it

valley but you know part of it where it

valley but you know part of it where it was born back in Silicon Valley you know

was born back in Silicon Valley you know

was born back in Silicon Valley you know Hewlett and Packard in the garage behind

Hewlett and Packard in the garage behind

Hewlett and Packard in the garage behind as in 1939 looks at actually starting to

as in 1939 looks at actually starting to

as in 1939 looks at actually starting to build out engineering in this case

build out engineering in this case

build out engineering in this case hardware and they were going through a

hardware and they were going through a

hardware and they were going through a very sequential design build test and

very sequential design build test and

very sequential design build test and then deliver the product at the end this

then deliver the product at the end this

then deliver the product at the end this is kind of known within the industry is

is kind of known within the industry is

is kind of known within the industry is as waterfall sequential design and you

as waterfall sequential design and you

as waterfall sequential design and you know Hewlett and Packard then got to the

know Hewlett and Packard then got to the

know Hewlett and Packard then got to the point where they released they were

point where they released they were

point where they released they were going to iterate mark one mark to get

going to iterate mark one mark to get

going to iterate mark one mark to get better at what they were doing and what

better at what they were doing and what

better at what they were doing and what they did is they started iterating

they did is they started iterating

they did is they started iterating around the build and test build and test

around the build and test build and test

around the build and test build and test and this is back in 1939 way before the

and this is back in 1939 way before the

and this is back in 1939 way before the agile manifesto and you know to me what

agile manifesto and you know to me what

agile manifesto and you know to me what the significance of this is is that

the significance of this is is that

the significance of this is is that there’s none of this is new and we move

there’s none of this is new and we move

there’s none of this is new and we move on back to you to Bletchley on my just

on back to you to Bletchley on my just

on back to you to Bletchley on my just last week before my flight out I was

last week before my flight out I was

last week before my flight out I was looking up to see our insurance first

looking up to see our insurance first

looking up to see our insurance first works on artificial intelligence in 1950

works on artificial intelligence in 1950

works on artificial intelligence in 1950 we just you know that’s the same time

we just you know that’s the same time

we just you know that’s the same time around the singularity and and sort of

around the singularity and and sort of

around the singularity and and sort of the papers that were published around

the papers that were published around

the papers that were published around there there’s a huge movement around

there there’s a huge movement around

there there’s a huge movement around artificial intelligence what I’m so

artificial intelligence what I’m so

artificial intelligence what I’m so excited about now is you know some of

excited about now is you know some of

excited about now is you know some of you have probably already seen that as

you have probably already seen that as

you have probably already seen that as the first ever robot citizen was was

the first ever robot citizen was was

the first ever robot citizen was was made in Saudi Arabia and you know what’s

made in Saudi Arabia and you know what’s

made in Saudi Arabia and you know what’s fantastic about this little clip was

fantastic about this little clip was

fantastic about this little clip was going through is that she’s actually now

going through is that she’s actually now

going through is that she’s actually now she’s got a passport she’s flown over to

she’s got a passport she’s flown over to

she’s got a passport she’s flown over to Germany sat with another AI BAE

Germany sat with another AI BAE

Germany sat with another AI BAE system and she’s critiquing the

system and she’s critiquing the

system and she’s critiquing the autonomous car as she as it drives so I

autonomous car as she as it drives so I

autonomous car as she as it drives so I think this is just absolutely fun

think this is just absolutely fun

think this is just absolutely fun fascinating and how we’re going to get

fascinating and how we’re going to get

fascinating and how we’re going to get into that point where we’re learning so

into that point where we’re learning so

into that point where we’re learning so what I wanted to quickly do is I wanted

what I wanted to quickly do is I wanted

what I wanted to quickly do is I wanted to kind of put a bit of a proposal

to kind of put a bit of a proposal

to kind of put a bit of a proposal towards how I think we’re going to

towards how I think we’re going to

towards how I think we’re going to interact with AI to help us harmonize or

interact with AI to help us harmonize or

interact with AI to help us harmonize or even transcendence between our skills

even transcendence between our skills

even transcendence between our skills and what makes us very unique as humans

and what makes us very unique as humans

and what makes us very unique as humans around how we deal with problems I’m

around how we deal with problems I’m

around how we deal with problems I’m going to start off with the think aspect

going to start off with the think aspect

going to start off with the think aspect this seems like a perfectly great

this seems like a perfectly great

this seems like a perfectly great candidate for for AI and for those guys

candidate for for AI and for those guys

candidate for for AI and for those guys who have had experience with the first

who have had experience with the first

who have had experience with the first wave this was kind of programmable logic

wave this was kind of programmable logic

wave this was kind of programmable logic this was people teaching the system to

this was people teaching the system to

this was people teaching the system to be able to play say for instance chess

be able to play say for instance chess

be able to play say for instance chess big blue and I think the other aspect

big blue and I think the other aspect

big blue and I think the other aspect which she’ll have probably heard quite a

which she’ll have probably heard quite a

which she’ll have probably heard quite a lot also in this kind of innovation and

lot also in this kind of innovation and

lot also in this kind of innovation and technology area is the learning aspect

technology area is the learning aspect

technology area is the learning aspect and this seemed like a fantastic

and this seemed like a fantastic

and this seemed like a fantastic opportunity to apply some of that

opportunity to apply some of that

opportunity to apply some of that machine learning neural nets

machine learning neural nets

machine learning neural nets applying huge amounts of data to look at

applying huge amounts of data to look at

applying huge amounts of data to look at patterns make predictions predictions

patterns make predictions predictions

patterns make predictions predictions around what could possibly happen so

around what could possibly happen so

around what could possibly happen so we’ve just found two perfect candidates

we’ve just found two perfect candidates

we’ve just found two perfect candidates to take some of the heavy lifting of the

to take some of the heavy lifting of the

to take some of the heavy lifting of the design and the learning aspects of both

design and the learning aspects of both

design and the learning aspects of both ends of that development cycle where do

ends of that development cycle where do

ends of that development cycle where do we come in well I think we come into

we come in well I think we come into

we come in well I think we come into this area here where we have to evolve

this area here where we have to evolve

this area here where we have to evolve the the logic this could be put models

the the logic this could be put models

the the logic this could be put models this could be data this could be

this could be data this could be

this could be data this could be creating stuff what we’re very good at

creating stuff what we’re very good at

creating stuff what we’re very good at but I’m gonna actually be talking to you

but I’m gonna actually be talking to you

but I’m gonna actually be talking to you at the end about how we play a part in

at the end about how we play a part in

at the end about how we play a part in this new future and that we shouldn’t be

this new future and that we shouldn’t be

this new future and that we shouldn’t be worried about the fact that robots are

worried about the fact that robots are

worried about the fact that robots are going to take 50% of our jobs as Oxford

going to take 50% of our jobs as Oxford

going to take 50% of our jobs as Oxford University mentioned but actually more

University mentioned but actually more

University mentioned but actually more around the opportunity for us to start

around the opportunity for us to start

around the opportunity for us to start will learn some of these great digital

will learn some of these great digital

will learn some of these great digital skills that are helpers go through now I

skills that are helpers go through now I

skills that are helpers go through now I might have mentioned already that my

might have mentioned already that my

might have mentioned already that my role day to day is helping and traveling

role day to day is helping and traveling

role day to day is helping and traveling around the world talking as a digital

around the world talking as a digital

around the world talking as a digital therapist so some of the technology

therapist so some of the technology

therapist so some of the technology behind here is things that I work with

behind here is things that I work with

behind here is things that I work with on a daily basis and

on a daily basis and

on a daily basis and think is incredibly exciting I’ve had

think is incredibly exciting I’ve had

think is incredibly exciting I’ve had the pleasure of being able to do work

the pleasure of being able to do work

the pleasure of being able to do work across the globe for things like smart

across the globe for things like smart

across the globe for things like smart city projects I did I helped with the a

city projects I did I helped with the a

city projects I did I helped with the a Copenhagen smart city project to help

Copenhagen smart city project to help

Copenhagen smart city project to help them become carbon neutral by 2020

them become carbon neutral by 2020

them become carbon neutral by 2020 I had the pleasure of going over to

I had the pleasure of going over to

I had the pleasure of going over to Brisbane in Australia and their new

Brisbane in Australia and their new

Brisbane in Australia and their new super campus biggest health campus on

super campus biggest health campus on

super campus biggest health campus on the planet you know in a new virtual

the planet you know in a new virtual

the planet you know in a new virtual city that’s going to then become a huge

city that’s going to then become a huge

city that’s going to then become a huge metropolis called

metropolis called

metropolis called Springfield I also had the opportunity

Springfield I also had the opportunity

Springfield I also had the opportunity to go over and work on some of

to go over and work on some of

to go over and work on some of predictive crime technology across

predictive crime technology across

predictive crime technology across Washington DC State which is one of the

Washington DC State which is one of the

Washington DC State which is one of the reasons that’s brought me back over here

reasons that’s brought me back over here

reasons that’s brought me back over here but also for GCHQ in the UK and some

but also for GCHQ in the UK and some

but also for GCHQ in the UK and some other estate establishments across the

other estate establishments across the

other estate establishments across the globe

globe

globe predicting when crimes going to happen

predicting when crimes going to happen

predicting when crimes going to happen so this is taking huge amounts of data

so this is taking huge amounts of data

so this is taking huge amounts of data applying algorithms and machine learning

applying algorithms and machine learning

applying algorithms and machine learning to and then video analytics to kind of

to and then video analytics to kind of

to and then video analytics to kind of say well actually these people are

say well actually these people are

say well actually these people are loitering or they are maybe they stopped

loitering or they are maybe they stopped

loitering or they are maybe they stopped in the car or they’re seeing some kind

in the car or they’re seeing some kind

in the car or they’re seeing some kind of pattern or they’re looking over in a

of pattern or they’re looking over in a

of pattern or they’re looking over in a restricted area we’re detecting that

restricted area we’re detecting that

restricted area we’re detecting that area and actually bill to understand

area and actually bill to understand

area and actually bill to understand historical information to predict where

historical information to predict where

historical information to predict where the best location for emergency services

the best location for emergency services

the best location for emergency services and police you know this is a technology

and police you know this is a technology

and police you know this is a technology that’s already here today it does very

that’s already here today it does very

that’s already here today it does very much sound like Minority Report and as

much sound like Minority Report and as

much sound like Minority Report and as things grow and these IOT these new

things grow and these IOT these new

things grow and these IOT these new technologies come through and

technologies come through and

technologies come through and cryptocurrency and blockchain it seems

cryptocurrency and blockchain it seems

cryptocurrency and blockchain it seems like the opportunities are endless but

like the opportunities are endless but

like the opportunities are endless but how do we apply this this new technology

how do we apply this this new technology

how do we apply this this new technology and part of what I’m trying to say with

and part of what I’m trying to say with

and part of what I’m trying to say with this this particular session is that I

this this particular session is that I

this this particular session is that I don’t believe it is a revolution I

don’t believe it is a revolution I

don’t believe it is a revolution I actually think it’s more of an evolution

actually think it’s more of an evolution

actually think it’s more of an evolution and this it’s harmonizing with the

and this it’s harmonizing with the

and this it’s harmonizing with the technologies that are available today

technologies that are available today

technologies that are available today and understanding ourselves and our

and understanding ourselves and our

and understanding ourselves and our digital blueprint so that could be our

digital blueprint so that could be our

digital blueprint so that could be our DNA what makes us unique and understand

DNA what makes us unique and understand

DNA what makes us unique and understand how and what we have to give and what

how and what we have to give and what

how and what we have to give and what skills and what opportunities we have

skills and what opportunities we have

skills and what opportunities we have that can move us into different areas

that can move us into different areas

that can move us into different areas and at the end i’m going to actually

and at the end i’m going to actually

and at the end i’m going to actually show a slide what came up quite recently

show a slide what came up quite recently

show a slide what came up quite recently around where they predict that most of

around where they predict that most of

around where they predict that most of the jobs will disappear and it’s quite

the jobs will disappear and it’s quite

the jobs will disappear and it’s quite interesting to see

interesting to see

interesting to see because as you’d expect some of the more

because as you’d expect some of the more

because as you’d expect some of the more painful industries such as legal will

painful industries such as legal will

painful industries such as legal will that will be a prime candidate for this

that will be a prime candidate for this

that will be a prime candidate for this kind of stuff so part of it is I don’t

kind of stuff so part of it is I don’t

kind of stuff so part of it is I don’t think we have to fear this I actually

think we have to fear this I actually

think we have to fear this I actually think we need to embrace this kind of

think we need to embrace this kind of

think we need to embrace this kind of technology and it may seem like this

technology and it may seem like this

technology and it may seem like this technology that’s going on behind me is

technology that’s going on behind me is

technology that’s going on behind me is something that’s set in the future and

something that’s set in the future and

something that’s set in the future and can no way possibly be real but you know

can no way possibly be real but you know

can no way possibly be real but you know I have I’ve had opportunities to do

I have I’ve had opportunities to do

I have I’ve had opportunities to do things like car to X so this is the

things like car to X so this is the

things like car to X so this is the ability for cars to talk to

ability for cars to talk to

ability for cars to talk to infrastructure infrastructure to X which

infrastructure infrastructure to X which

infrastructure infrastructure to X which is the is traffic systems talking to

is the is traffic systems talking to

is the is traffic systems talking to bits smart buildings to car parks to

bits smart buildings to car parks to

bits smart buildings to car parks to smart toll roads connecting all that

smart toll roads connecting all that

smart toll roads connecting all that info information becomes a massive

info information becomes a massive

info information becomes a massive opportunity so this is whole smart city

opportunity so this is whole smart city

opportunity so this is whole smart city data exchanges where people can put

data exchanges where people can put

data exchanges where people can put information to share information to make

information to share information to make

information to share information to make their city a better place you’ll have

their city a better place you’ll have

their city a better place you’ll have heard of things like the new autonomous

heard of things like the new autonomous

heard of things like the new autonomous watch which you can get an autonomous

watch which you can get an autonomous

watch which you can get an autonomous vehicle vehicle to come and pick you up

vehicle vehicle to come and pick you up

vehicle vehicle to come and pick you up you know part of it is these

you know part of it is these

you know part of it is these technologies here I was actually in on

technologies here I was actually in on

technologies here I was actually in on the in Singapore on that exact same

the in Singapore on that exact same

the in Singapore on that exact same building and the technology that the

building and the technology that the

building and the technology that the Singapore government are using is

Singapore government are using is

Singapore government are using is unbelievable they’re really embracing

unbelievable they’re really embracing

unbelievable they’re really embracing their five-year plan or that 2020 plan

their five-year plan or that 2020 plan

their five-year plan or that 2020 plan of what the city of the future should

of what the city of the future should

of what the city of the future should look like I think we all have a part to

look like I think we all have a part to

look like I think we all have a part to play in this new digital you know life

play in this new digital you know life

play in this new digital you know life and become a digital citizen which

and become a digital citizen which

and become a digital citizen which doesn’t mean that we have to be based by

doesn’t mean that we have to be based by

doesn’t mean that we have to be based by location we know that took most of 60%

location we know that took most of 60%

location we know that took most of 60% of the population are going to live in

of the population are going to live in

of the population are going to live in those big super cities you know we need

those big super cities you know we need

those big super cities you know we need to start preparing for how do we

to start preparing for how do we

to start preparing for how do we actually work and live in these kind of

actually work and live in these kind of

actually work and live in these kind of environments so I’m extremely excited

environments so I’m extremely excited

environments so I’m extremely excited about this and I think you’ve got to ask

about this and I think you’ve got to ask

about this and I think you’ve got to ask yourself now is you know do you think

yourself now is you know do you think

yourself now is you know do you think this your jobs at threat or do you think

this your jobs at threat or do you think

this your jobs at threat or do you think this is your opportunity to understand

this is your opportunity to understand

this is your opportunity to understand and become a digital native in

and become a digital native in

and become a digital native in comparison to being digitally disengaged

comparison to being digitally disengaged

comparison to being digitally disengaged or even you know frightened of what

or even you know frightened of what

or even you know frightened of what potentially could happen if you start

potentially could happen if you start

potentially could happen if you start moving in a direction that could

moving in a direction that could

moving in a direction that could potentially mean that that repetition

potentially mean that that repetition

potentially mean that that repetition that you do that digital

that you do that digital

that you do that digital grind which takes so much of your time

grind which takes so much of your time

grind which takes so much of your time every day checking phone making sure

every day checking phone making sure

every day checking phone making sure there is your notifications responding

there is your notifications responding

there is your notifications responding to email all that will go my prediction

to email all that will go my prediction

to email all that will go my prediction is that by 2020 there’ll be no more apps

is that by 2020 there’ll be no more apps

is that by 2020 there’ll be no more apps software is dead but I don’t think the

software is dead but I don’t think the

software is dead but I don’t think the software ever was alive in the first

software ever was alive in the first

software ever was alive in the first place it’s not self-aware it doesn’t

place it’s not self-aware it doesn’t

place it’s not self-aware it doesn’t learn and the technology that’s now on

learn and the technology that’s now on

learn and the technology that’s now on these devices you has now actually got

these devices you has now actually got

these devices you has now actually got machine learning built into these

machine learning built into these

machine learning built into these devices so we need to make our

devices so we need to make our

devices so we need to make our experience because we’re unique not just

experience because we’re unique not just

experience because we’re unique not just everyone in this entire or to using the

everyone in this entire or to using the

everyone in this entire or to using the same applications in the same way I

same applications in the same way I

same applications in the same way I think our digital experiences are unique

think our digital experiences are unique

think our digital experiences are unique and that’s why we have a place in this

and that’s why we have a place in this

and that’s why we have a place in this future and at the same time you may be

future and at the same time you may be

future and at the same time you may be looking at this future thinking how on

looking at this future thinking how on

looking at this future thinking how on earth am I going to interact with it all

earth am I going to interact with it all

earth am I going to interact with it all this new flood of information all these

this new flood of information all these

this new flood of information all these endpoints or that I’m going to have to

endpoints or that I’m going to have to

endpoints or that I’m going to have to interaction interact with traffic

interaction interact with traffic

interaction interact with traffic management systems that are telling me

management systems that are telling me

management systems that are telling me not to crowd across the road you’ve got

not to crowd across the road you’ve got

not to crowd across the road you’ve got people interactions where you’re

people interactions where you’re

people interactions where you’re building relationships with people maybe

building relationships with people maybe

building relationships with people maybe digitally and never physically you know

digitally and never physically you know

digitally and never physically you know these are new changes in our the whole

these are new changes in our the whole

these are new changes in our the whole the way that we interact with technology

the way that we interact with technology

the way that we interact with technology now do we fear this or do we see it for

now do we fear this or do we see it for

now do we fear this or do we see it for what it is is that actually it is that

what it is is that actually it is that

what it is is that actually it is that evolution and it’s the next iteration

evolution and it’s the next iteration

evolution and it’s the next iteration where we’re actually going to become

where we’re actually going to become

where we’re actually going to become more involved we’re going to get things

more involved we’re going to get things

more involved we’re going to get things are going to be better for us I remember

are going to be better for us I remember

are going to be better for us I remember being in in in Japan and sitting there

being in in in Japan and sitting there

being in in in Japan and sitting there waiting for the tube and you could scan

waiting for the tube and you could scan

waiting for the tube and you could scan what you wanted to buy from the shops

what you wanted to buy from the shops

what you wanted to buy from the shops there was no shop there was no store it

there was no shop there was no store it

there was no shop there was no store it was just a screen but by the time you

was just a screen but by the time you

was just a screen but by the time you got to your own location they delivered

got to your own location they delivered

got to your own location they delivered the fresh produce so there was no

the fresh produce so there was no

the fresh produce so there was no expensive retail outlet you know you

expensive retail outlet you know you

expensive retail outlet you know you didn’t have to go out of your way to get

didn’t have to go out of your way to get

didn’t have to go out of your way to get that you could do that on your journey

that you could do that on your journey

that you could do that on your journey back multi reality AR VR is going to be

back multi reality AR VR is going to be

back multi reality AR VR is going to be this opportunity to actually not have to

this opportunity to actually not have to

this opportunity to actually not have to do some of those painful things that eat

do some of those painful things that eat

do some of those painful things that eat into our time so like I said I’m going

into our time so like I said I’m going

into our time so like I said I’m going to go back from two to the last slider

to go back from two to the last slider

to go back from two to the last slider and I’m going to say you know where do

and I’m going to say you know where do

and I’m going to say you know where do you find yourself in this new future do

you find yourself in this new future do

you find yourself in this new future do you think you’re going to be

you think you’re going to be

you think you’re going to be these people that potentially going to

these people that potentially going to

these people that potentially going to be replaceable or are you gonna take it

be replaceable or are you gonna take it

be replaceable or are you gonna take it on yourself to become a digital pioneer

on yourself to become a digital pioneer

on yourself to become a digital pioneer thank you

thank you

thank you [Applause]

”

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