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How do you want to make our future? | Katsunari Shibata | TEDxAPU


I’m doing my research with real serious

I’m doing my research with real serious gamer and modulation my recent subject

gamer and modulation my recent subject

gamer and modulation my recent subject is really interesting and partly but

is really interesting and partly but

is really interesting and partly but when what we need before also a urban

when what we need before also a urban

when what we need before also a urban danger I was asked to talk about our

danger I was asked to talk about our

danger I was asked to talk about our survey today I ask you what I were them

survey today I ask you what I were them

survey today I ask you what I were them I’d like to go but the only one in Dar

I’d like to go but the only one in Dar

I’d like to go but the only one in Dar but also what I think of are we giving

but also what I think of are we giving

but also what I think of are we giving great decision will be more and more

great decision will be more and more

great decision will be more and more affordable series in the future so I am

affordable series in the future so I am

affordable series in the future so I am very happy if i can give you a clear as

very happy if i can give you a clear as

very happy if i can give you a clear as a speaker at this time

so I put one TI and why so much

so I put one TI and why so much attention very people grass fire eater a

attention very people grass fire eater a

attention very people grass fire eater a peta kappa poor dog but if you have to

peta kappa poor dog but if you have to

peta kappa poor dog but if you have to write up how so it’s other of their

write up how so it’s other of their

write up how so it’s other of their little ponies are my a movie a million

little ponies are my a movie a million

little ponies are my a movie a million of education possible nigga

so you did that all technical exchange

so you did that all technical exchange who knows so you have to take so there

who knows so you have to take so there

who knows so you have to take so there are many other criteria Saturday able to

are many other criteria Saturday able to

are many other criteria Saturday able to be able to classify this part picture

be able to classify this part picture

be able to classify this part picture into adult categories but probably it is

into adult categories but probably it is

into adult categories but probably it is difficult to classify all of these

difficult to classify all of these

difficult to classify all of these pictures cry 3 why we can classify them

pictures cry 3 why we can classify them

pictures cry 3 why we can classify them so easily but why we cannot know how to

so easily but why we cannot know how to

so easily but why we cannot know how to do that Chinese because what we are

do that Chinese because what we are

do that Chinese because what we are doing is what our brain is doing our

doing is what our brain is doing our

doing is what our brain is doing our Granger Browne posible pero and very

Granger Browne posible pero and very

Granger Browne posible pero and very free food system and it is said that a

free food system and it is said that a

free food system and it is said that a hundred billions of euros are working in

hundred billions of euros are working in

hundred billions of euros are working in parallel in a brain on the other hand

parallel in a brain on the other hand

parallel in a brain on the other hand when we write down something or speak

when we write down something or speak

when we write down something or speak something we use a world and suppose so

something we use a world and suppose so

something we use a world and suppose so it should be sequential so due to that

it should be sequential so due to that

it should be sequential so due to that each difference between a parallel

each difference between a parallel

each difference between a parallel situation and so we cannot ascribe what

situation and so we cannot ascribe what

situation and so we cannot ascribe what we are doing in a brain so the

we are doing in a brain so the

we are doing in a brain so the researchers have developed a for the

researchers have developed a for the

researchers have developed a for the system into a similar paths we call this

system into a similar paths we call this

system into a similar paths we call this an actual module for general recognition

an actual module for general recognition

an actual module for general recognition planning control and memory and so on

planning control and memory and so on

planning control and memory and so on and they try to understand the function

and they try to understand the function

and they try to understand the function of each modules and

of each modules and

of each modules and also try to an together human rock until

also try to an together human rock until

also try to an together human rock until Robert by giving the knowledge into the

Robert by giving the knowledge into the

Robert by giving the knowledge into the each modules and his recommission mother

each modules and his recommission mother

each modules and his recommission mother his father divided like this I say we

his father divided like this I say we

his father divided like this I say we put image and through the pre-processing

put image and through the pre-processing

put image and through the pre-processing image segmentation and fit extraction

image segmentation and fit extraction

image segmentation and fit extraction and classification and then finally it

and classification and then finally it

and classification and then finally it can say this is Cathy the researcher try

can say this is Cathy the researcher try

can say this is Cathy the researcher try to give Malone bon voyage and that means

to give Malone bon voyage and that means

to give Malone bon voyage and that means sometimes they try to prepare well a

sometimes they try to prepare well a

sometimes they try to prepare well a useful features Randy’s and so the

useful features Randy’s and so the

useful features Randy’s and so the recognition rate has increased but

recognition rate has increased but

recognition rate has increased but actually it has been such rated and he

actually it has been such rated and he

actually it has been such rated and he will reach a human evil solder deep

will reach a human evil solder deep

will reach a human evil solder deep running has appeared it is a central

running has appeared it is a central

running has appeared it is a central technique in time presently I’ve and

technique in time presently I’ve and

technique in time presently I’ve and either just Mario you will it work in an

either just Mario you will it work in an

either just Mario you will it work in an hour in another world ah the very simple

hour in another world ah the very simple

hour in another world ah the very simple model of a break so it implies that it

model of a break so it implies that it

model of a break so it implies that it can do the boss error processing and

can do the boss error processing and

can do the boss error processing and learning and he employed a special

learning and he employed a special

learning and he employed a special structure for sieved and scary barriers

structure for sieved and scary barriers

structure for sieved and scary barriers and a GPU does sound for the graphical

and a GPU does sound for the graphical

and a GPU does sound for the graphical processing unit has a so far alvaro

processing unit has a so far alvaro

processing unit has a so far alvaro computing and it enables right

computing and it enables right

computing and it enables right computation of the large-scale neural

computation of the large-scale neural

computation of the large-scale neural network and turn running so useful

network and turn running so useful

network and turn running so useful features emerged from the neuronal to

features emerged from the neuronal to

features emerged from the neuronal to was wracked highly though after running

was wracked highly though after running

was wracked highly though after running these pictures for example could be

these pictures for example could be

these pictures for example could be classified into one of the 1000 calories

classified into one of the 1000 calories

classified into one of the 1000 calories so this is a motor scooters and this one

so this is a motor scooters and this one

so this is a motor scooters and this one is can be classified into a robot not

is can be classified into a robot not

is can be classified into a robot not each other and so on so what it is not

each other and so on so what it is not

each other and so on so what it is not enough to we are as a human life

enough to we are as a human life

enough to we are as a human life intelligence where you take a look at

intelligence where you take a look at

intelligence where you take a look at this picture what do you recognize you

this picture what do you recognize you

this picture what do you recognize you aren’t going to only cross by this

aren’t going to only cross by this

aren’t going to only cross by this picture to the cat categories but you

picture to the cat categories but you

picture to the cat categories but you think our magazines for example the

think our magazines for example the

think our magazines for example the Cascades Otis and they are gathered into

Cascades Otis and they are gathered into

Cascades Otis and they are gathered into being fault others heaters and they

being fault others heaters and they

being fault others heaters and they don’t seem to notice fees they did not

don’t seem to notice fees they did not

don’t seem to notice fees they did not give me away easily so we can recognize

give me away easily so we can recognize

give me away easily so we can recognize and seek so many things from this one

and seek so many things from this one

and seek so many things from this one picture in a year award we face in

picture in a year award we face in

picture in a year award we face in niggas situations and so it is very

niggas situations and so it is very

niggas situations and so it is very difficult to decide what should be the

difficult to decide what should be the

difficult to decide what should be the output of this revision manual what is

output of this revision manual what is

output of this revision manual what is the origin of this problem to another

the origin of this problem to another

the origin of this problem to another the brain does researchers divided it

the brain does researchers divided it

the brain does researchers divided it into modules to system introduced and

into modules to system introduced and

into modules to system introduced and they try to understand and develop to

they try to understand and develop to

they try to understand and develop to each module but to do them its input and

each module but to do them its input and

each module but to do them its input and output should be decided at first and to

output should be decided at first and to

output should be decided at first and to destroy them they have to they have to

destroy them they have to they have to

destroy them they have to they have to understand brain so this is a kind or a

understand brain so this is a kind or a

understand brain so this is a kind or a chicken and egg problem so as you can

chicken and egg problem so as you can

chicken and egg problem so as you can see that the important thing is without

see that the important thing is without

see that the important thing is without division

division

division into modules the parallel process for

into modules the parallel process for

into modules the parallel process for the sensor to notice k rod at the same

the sensor to notice k rod at the same

the sensor to notice k rod at the same time and the internal retreat addition

time and the internal retreat addition

time and the internal retreat addition we don’t need to prepare in advance but

we don’t need to prepare in advance but

we don’t need to prepare in advance but they emerged through running what will

they emerged through running what will

they emerged through running what will see that is necessary to hear the humor

see that is necessary to hear the humor

see that is necessary to hear the humor are contusions is a rallying without a

are contusions is a rallying without a

are contusions is a rallying without a teacher this rod Quran to push a member

teacher this rod Quran to push a member

teacher this rod Quran to push a member to get food when the green light at all

even though it didn’t get in any

even though it didn’t get in any direction from the outside but it can

direction from the outside but it can

direction from the outside but it can learn by itself so the labels running

learn by itself so the labels running

learn by itself so the labels running has appeared so it is a learning from

has appeared so it is a learning from

has appeared so it is a learning from the reward and punishment through trials

the reward and punishment through trials

the reward and punishment through trials and errors it enables a water was

and errors it enables a water was

and errors it enables a water was running without a teacher so pottery we

running without a teacher so pottery we

running without a teacher so pottery we have reached end-to-end rivers Ronnie

have reached end-to-end rivers Ronnie

have reached end-to-end rivers Ronnie using a neural network the file system

using a neural network the file system

using a neural network the file system from the sensor the motors is consisted

from the sensor the motors is consisted

from the sensor the motors is consisted of one euro network and using the motion

of one euro network and using the motion

of one euro network and using the motion and perception dude the wrinkles running

and perception dude the wrinkles running

and perception dude the wrinkles running disturb right and to running this is

disturb right and to running this is

disturb right and to running this is Rapunzel’s emerged without any

Rapunzel’s emerged without any

Rapunzel’s emerged without any directions so i have been preceded in

directions so i have been preceded in

directions so i have been preceded in this framework for a lot of three years

this framework for a lot of three years

this framework for a lot of three years so far and then unfortunately and you

so far and then unfortunately and you

so far and then unfortunately and you are scared about that so now the google

are scared about that so now the google

are scared about that so now the google deepmind maybe you know v2 advocated

deepmind maybe you know v2 advocated

deepmind maybe you know v2 advocated advantage of this approach attached

advantage of this approach attached

advantage of this approach attached impressive demonstration this framework

impressive demonstration this framework

impressive demonstration this framework bina is getting a lot of attention now

bina is getting a lot of attention now

bina is getting a lot of attention now so I am surely had to demonstration

so I am surely had to demonstration

so I am surely had to demonstration videos the first one is what we did in

videos the first one is what we did in

videos the first one is what we did in 2008 named the kissing I would ask

2008 named the kissing I would ask

2008 named the kissing I would ask whether I whoa a robot it has a camera

whether I whoa a robot it has a camera

whether I whoa a robot it has a camera attached to its nose and it was around

attached to its nose and it was around

attached to its nose and it was around and wake it kissed the other angle so it

and wake it kissed the other angle so it

and wake it kissed the other angle so it can get a rework the camera image is the

can get a rework the camera image is the

can get a rework the camera image is the input of the neural network and I was

input of the neural network and I was

input of the neural network and I was according to the output of the neural

according to the output of the neural

according to the output of the neural network so after Pearl thousand trials

network so after Pearl thousand trials

network so after Pearl thousand trials groaning it finally approached I will

groaning it finally approached I will

groaning it finally approached I will approach and kissed the arrival even

approach and kissed the arrival even

approach and kissed the arrival even though the successful ratio did not

though the successful ratio did not

though the successful ratio did not reach other person actually a rather

reach other person actually a rather

reach other person actually a rather ninety percent but before running the

ninety percent but before running the

ninety percent but before running the island you know how to recognize the

island you know how to recognize the

island you know how to recognize the arrival and how to act to approach the

arrival and how to act to approach the

arrival and how to act to approach the arrival and also he didn’t know it

arrival and also he didn’t know it

arrival and also he didn’t know it should approach to kiss the arrival so

should approach to kiss the arrival so

should approach to kiss the arrival so that it could run by itself so this is a

that it could run by itself so this is a

that it could run by itself so this is a demonstration by google deepmind so it

demonstration by google deepmind so it

demonstration by google deepmind so it runs to play the game pick out so as you

runs to play the game pick out so as you

runs to play the game pick out so as you can see that first it can he couldn’t

can see that first it can he couldn’t

can see that first it can he couldn’t receive the ball and in this case that

receive the ball and in this case that

receive the ball and in this case that this image is also the input of the

this image is also the input of the

this image is also the input of the neural network and the power goes

neural network and the power goes

neural network and the power goes according to the output of the neural

according to the output of the neural

according to the output of the neural network so now that it can it could see

network so now that it can it could see

network so now that it can it could see the ball and the game score is used as a

the ball and the game score is used as a

the ball and the game score is used as a reward and after 600 trial

reward and after 600 trial

reward and after 600 trial running so they can it can it could get

running so they can it can it could get

running so they can it can it could get very nice strategy rightness no one

very nice strategy rightness no one

very nice strategy rightness no one teachers system it could run by itself

very nice and it was a surprising news

very nice and it was a surprising news the last year Alfred oh that was

the last year Alfred oh that was

the last year Alfred oh that was developed also good dirty mind it one

developed also good dirty mind it one

developed also good dirty mind it one provision human co-op real goal is a

provision human co-op real goal is a

provision human co-op real goal is a really competent game and it wanted to

really competent game and it wanted to

really competent game and it wanted to ensure that the official integers

ensure that the official integers

ensure that the official integers neighbor win the gold failure so

neighbor win the gold failure so

neighbor win the gold failure so something the first part is that if you

something the first part is that if you

something the first part is that if you expect a purse of intelligence so don’t

expect a purse of intelligence so don’t

expect a purse of intelligence so don’t interrupt a couple it was running and

interrupt a couple it was running and

interrupt a couple it was running and your network so Reba to O’Donnell’s

your network so Reba to O’Donnell’s

your network so Reba to O’Donnell’s running so indigence emerged a quarter

running so indigence emerged a quarter

running so indigence emerged a quarter emerged as a fruit of houghton throwing

emerged as a fruit of houghton throwing

emerged as a fruit of houghton throwing in the second bird let me talk what I

in the second bird let me talk what I

in the second bird let me talk what I think about AI and model science so free

think about AI and model science so free

think about AI and model science so free from the fear salvation is very very

from the fear salvation is very very

from the fear salvation is very very important for humans and it brings us so

important for humans and it brings us so

important for humans and it brings us so much happiness in such situation however

much happiness in such situation however

much happiness in such situation however if a serious man well a lot instead of a

if a serious man well a lot instead of a

if a serious man well a lot instead of a person so how much happiness could you

person so how much happiness could you

person so how much happiness could you get so the benefit of science has

get so the benefit of science has

get so the benefit of science has increased as a progress of science but

increased as a progress of science but

increased as a progress of science but combined with the passage that increase

combined with the passage that increase

combined with the passage that increase it is not a sorry it is difficult to

it is not a sorry it is difficult to

it is not a sorry it is difficult to expect a large increase

expect a large increase

expect a large increase in happiness so to get my happiness our

in happiness so to get my happiness our

in happiness so to get my happiness our power grows is expected that means a

power grows is expected that means a

power grows is expected that means a self-replicating technologies is

self-replicating technologies is

self-replicating technologies is demanded nuclear technology

demanded nuclear technology

demanded nuclear technology biotechnology running are all

biotechnology running are all

biotechnology running are all self-replicating technologies they have

self-replicating technologies they have

self-replicating technologies they have a great potential because it grows

a great potential because it grows

a great potential because it grows exponentially right this club but it is

exponentially right this club but it is

exponentially right this club but it is very difficult to predict the outcome

very difficult to predict the outcome

very difficult to predict the outcome and also is very difficult to control

and also is very difficult to control

and also is very difficult to control them especially running has a potential

them especially running has a potential

them especially running has a potential to enable robots asleep by themself so

to enable robots asleep by themself so

to enable robots asleep by themself so the risk increase as a progress science

the risk increase as a progress science

the risk increase as a progress science and there is a critical point so I think

and there is a critical point so I think

and there is a critical point so I think that it’s a time to we have the very

that it’s a time to we have the very

that it’s a time to we have the very little risk of science and technologies

little risk of science and technologies

little risk of science and technologies I’m afraid that the critical point has

I’m afraid that the critical point has

I’m afraid that the critical point has passed already who should make a

passed already who should make a

passed already who should make a decision even researchers cannot predict

decision even researchers cannot predict

decision even researchers cannot predict the outcome and they don’t want to deny

the outcome and they don’t want to deny

the outcome and they don’t want to deny their research and it’s in southern poly

their research and it’s in southern poly

their research and it’s in southern poly poly will come sadri and it’s a human

poly will come sadri and it’s a human

poly will come sadri and it’s a human hubris to say that it can be controlled

hubris to say that it can be controlled

hubris to say that it can be controlled or can we use multiple benefits and also

or can we use multiple benefits and also

or can we use multiple benefits and also the captors privatize the short term

the captors privatize the short term

the captors privatize the short term profits over the absurdity of our human

profits over the absurdity of our human

profits over the absurdity of our human future our future anyway I really hate

future our future anyway I really hate

future our future anyway I really hate that such situation so

I’m on air base all the robots sync by

I’m on air base all the robots sync by themselves we slaughter I and they are

themselves we slaughter I and they are

themselves we slaughter I and they are wondering a lot week but the present

wondering a lot week but the present

wondering a lot week but the present arrives are so awful yet and they will

arrives are so awful yet and they will

arrives are so awful yet and they will not be able to sync by themselves in 10

not be able to sync by themselves in 10

not be able to sync by themselves in 10 years I think but it comes soldering and

years I think but it comes soldering and

years I think but it comes soldering and once it occurs it may not be able to be

once it occurs it may not be able to be

once it occurs it may not be able to be stopped easily but now we can ok so

stopped easily but now we can ok so

stopped easily but now we can ok so another de Bruyne said on their homepage

another de Bruyne said on their homepage

another de Bruyne said on their homepage that sort of it engines use it make the

that sort of it engines use it make the

that sort of it engines use it make the world a better place so how do you want

world a better place so how do you want

world a better place so how do you want making our future so thank you for your

making our future so thank you for your

making our future so thank you for your attention and from

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