good good personal day my name is Stefany
but speaking here of mauá do
electronic engineering I was walking
here one day on campus and receive the
tap as everyone is talking tap
They should talk a little bit about the ted
artificial intelligence and there’s time
I thought I’ll talk about putz
I work with artificial intelligence
So I have class about it I live
in this world but you will talk at Ted
see on that stage I was super nervous
eager started making sure screwed
I do now I started thinking
putz that tedx have differential
make people remember them that
tedx tank sea with people
so I started thinking asks us I
I’ve seen that they have tagged me
Differential they right because I
I remember them today
and remembering there beginning to think one
this bit is ted that most impressed me
today people I was 17 and not
long ago right and I saw the city
on here
and amazingly you know not mark the
shoe it is only hotel in mor
three minutes explains how we do not
We know the air in the shoes and he speaks
as a simple change in our lives
can bring great benefits to
us is what he tells us
Make them a little different
we can do our untie
much less good to contextualize
I was monitoring of youth movement
Jewish and one day we were all
monitors discussing innovation
is how do we talk to
children
and our coordinator showed there
just sped and I remember at the time
I saw this I just thought ted in
this fact I can not put tie
shoes
I’m training tie my shoe
wrong way to this day and to this day I
I keep them tied right and good
talking a little more about shoes
and his brother Rafael and he has seven years and
one day he came home for my
mother told Mom I want to learn in
marra shoes and my mother there was there
right has a whole issue driving noah
think a little right as tie
shoes you have to get a shoelace
shoelace period
all have a very complicated issue
right behind it there was my mother
teaching teaching to an hour
she felt sacolés is fini
time is coming right then I went there started
try to help him is he was a little
learning in school to slowly
an hour and he could not now
certain matters which the shoe and it liuzzi
You can tie my shoes the same
way
you should be talking stf is crazy
because she had been talking about intelligence
artificial and she’s talking about shoes
but you understood what happened
with rap
you understand that intelligence
the artificial rafa is our machine
right training he did not know evil
shoes but we had great
exactly step by step
training
a shoelace handle grip the laces do
a loop to another loop and we’ll
training him if he had a moment of
training equipment and training is
very hard because it has an error or
hit and is very difficult
especially a child but
time he got
he can not generalize and there
matter right then he is happy to see
he has pictured and good since there
has reason audacity asks in three
minutes and did not fear I’ll roll
you just a little bit okay
come on artificial intelligence
if we take the definition more
clear you will never find so
right an example but I really like
this here that artificial intelligence
It is the people’s ability to do
training algorithms for
but this generalization is
the ability to generalize us
get all this then there will the
human features is talk of it
to see and hear it all here back
for training and then we come
a very important point of the trend
Initial training
there is something behind that we
We talk a lot in relation to ethics
sure who will train the machine
are we then in humans
moment was me and my mother was Attila
from school
we were training our
machine in the case is the raf
so we spent all this is the
I know him myself
thing that happens here
when we spend
knowledge of our machine depends
we teach it the right way because
It is very easy to extrapolate and generalize
who is speaking here and to the side
wrong and I say so Intelligence
Artificial is a big umbrella that
we have neco
we have the umbrella we have
several things linked to it
who is surely already heard
something like machine learning and
jumping in cognitive computing networks
neural I can stand here talking half
time we had the people
each actually does have its
peculiarity has right
we can not explain each of them but
all today if I want it to be
initially one thing is exactly
so it ‘s all about the great
training umbrella for
generalization but ok stephen us
We understood why some believe that
artificial intelligence but why
invest in it right there because everyone
world so much talk about it but do not know
if you know today 80% of all
data from all companies that have’re
all the data that we have
are available unstructured data
the unstructured data is very
easy to talk from one knows
someone taking now why not
I understand anything of what I speak
is an image is an audio is a video
is a transcript is not something that
I have a certain time the the thing
We can make a cell that we
You have to stop doing the famous crude
the crude was this idea that we
I had a cell we can talk
itself larger than 2 x perform it now
I think here on stage we want
to analyze
so the stefhany is smiling Do
it is not so simple right for this
we need to spend our
capacity of human beings for
machine and once she trained and
you explain to them if I’m right
relationship realize that she will learn
and will be able to analyze and then yes we
understand the idea but best of all
AI can
work in both worlds and is very
curious that we can see the
evolution of artificial intelligence
silver in certain films
I remember the first time I saw the
Bicentennial Man was little I said
face and will never happen right and today
I am in this world fully
and implemented but the most curious
all this is the evolution that we
You can first see the man
bicentennial is intelligence
Artificial best I right the robot
It is great
sure what will win me will do
best things
then in the second step the EU
artificial intelligence being
and then we tried to play and aquino
it is the last intelligence
artificial to me and she is with me
It can be very interesting to talk
but this artificial intelligence is not
It is just me but is with you and
It is very curious that many people think
artificial intelligence yet
It was not democratized but all
They have access to this and to tell you a
little I wanted to go back a little of
my story
is about two years entered the bm
in the search outsourcing area I
I have three patents my name us
We develop some projects worked
with its bright and always working
there talking moto bike I spoke
face if I begin to understand what is
that some work right
let’s start searching if you are not
back I started researching it
whether the sound is very curious story
him because he was actually walking by
with my story
the other began in 2011 jd
and is a very curious game losing
because it gives a presenter
response from people and they have to
return with a question then be
jd is welcome to the game more but
simplest way to explain to
you
fg you were in the challenge to get
for you speak arachnophobia you
They could answer what is afraid of
Spider is easy right people got into
easy mode will now be getting to you
speak was a doctor’re politician with
50 the plane 5-1 complicated
sure but it could be right this jk
example I gave was a guy more
simple
okay what’s inside really is well JJD
complex
the examples that they go there but what
curious I wanted to talk and how
another got there he was trained
again training with the whole basis of
team and he was not on the
Internet not to be unfair to him
won the challenge but more than winning
the challenge to think of the coming issue
arachnophobia I come to you and
talk to phobia that the brain
you at this time to speak which
fear of spider
you understand the right context
arachnophobia
to do with Spider 6 researched at some
time our head that you have
learned about it once you have learned
about it you can visualize and
verbalize think of a making machine
that here right and even then great was
simply a question machine and
answers
then the folks at IBM as I invested
rather talk hey we need
closing the certain cycle begun to focus
more in the development of the sound and we
closing the cycle intelligence
artificial and when they
They closed they created and pine forests,
pine forests are application programming
interface says that anyone
anyone who is here can consume
watson and instead of talking about projects
megalomaniacs sure I wanted to show
the example that we had
I was a programming challenge
36 hours but I’m kind of geek people and
we were there I developed
I was with the staff and who
are these dolls they are
Media box it is an open project dbm
anyone can print this
Laser little robot with 3d printer
but the coolest thing is that within it
had a great then they spoke
had to recognize how much water
had a plan and from that he
They care had to looked after children
or who they were inside the hospital
people this is a complex case
democratization not okay because it’s
to me it is me who have
right program for you here may have
any people
you may be thinking this is put
very easy you are to grow
can program resolves easy for
certain people who have all a matter
behind how we are
working with intelligence
artificial but people who’re not with
it in the right pocket
I’m so much in hand
it is difficult to netflix youtube
spotify crab you are with
artificial intelligence
you are programming the
artificial intelligence all the time
you did not see but who here
not now got a movie on netflix and
i shows up my case I like to see
these technology things but now lives
a novel in which the novel that appears
for me is a film that may be that
you enjoy
right ella where there is romance man
machine because because it sure why
the netflix which has an intelligence
artificial understood my behavior
he was trained to understand the
behavior of people
once this is done it then generalizes
in my case since I have a certain
he generalized trend may be that
until it is wrong sometimes
because I want to see those things well
sugar water adam sandler right
but hey it is followed by a
right way
then you are also
artificial intelligence all the time
it is increasingly being
democratized is important to us
we understand that she is already with us
Stefany your time is almost over
do not you think it’s time to talk about
analogy Matchbox
this isabella people I programmed it and
it is the voice on the other a Portuguese
Isabel is how you know it
there ué
We work many hours together in this
presentation is not even
makes me proud and radio there
joker know
paid leave so I can table
program is that people and I wanted to talk
a very important subject I
I explained to you what I explained
because for you but then a point and
there sure artificial intelligence
has to do with us comes in a box
forums
we are the matches and I believe
very clearly that intelligence
Artificial track and which is not
It comes at a time that we
We managed to spend a match on track
up a certain fire
I believe that when we beings
human we can learn that
artificial intelligence is here
You do not know can to create the calls
We will create an innovation
but if we can get there
your inside a living is going to be right
there’s no problem we will
keep moving more intelligence
artificial will continue to
developing but she’s here for us
to help
An example was not clear a
girl working with me that
unfortunately her mother has
cancer and tomorrow make a iaa
operation and she came to the doctor
Doctor spoke there as it prepares
right before the operation he said ‘good
I read three articles
two days before the operation and there
girl spoke good considering it
power of mathematics an email Article by
one day with his chance any law
solution that is exactly on the
cancer very small probability
We spend every possible articles
on cancer by a machine it
be trained and then two days before we
We make a report to that doctor
with the chance to bring exact answer
about cancer
right or if not a judge who will judge
a person and a lawyer are reading
all possible jurisprudence
right and then he needs to save this
person was installing and exactly the
smoking gun that will save him or
perhaps the best of the best and incriminate
people who can read and have memory
photographic and dynamic reading it
will not achieve everything but if we
go through a machine machine will have
power year or maybe only one person
girl who is presenting at Ted one
machine is seeing it is
presenting and will talk O it’s time
to end right I was weighted by
machine you can not have a
machine but we’re
transforming
it depends on the people we need
accept this call at a time that the
We accept this call we bring the
benefit to us you noticed
maybe all we need
tie your shoes otherwise
thank you so much
[Applause]
but speaking here of mauá do
electronic engineering I was walking
here one day on campus and receive the
tap as everyone is talking tap
They should talk a little bit about the ted
artificial intelligence and there’s time
I thought I’ll talk about putz
I work with artificial intelligence
So I have class about it I live
in this world but you will talk at Ted
see on that stage I was super nervous
eager started making sure screwed
I do now I started thinking
putz that tedx have differential
make people remember them that
tedx tank sea with people
so I started thinking asks us I
I’ve seen that they have tagged me
Differential they right because I
I remember them today
and remembering there beginning to think one
this bit is ted that most impressed me
today people I was 17 and not
long ago right and I saw the city
on here
and amazingly you know not mark the
shoe it is only hotel in mor
three minutes explains how we do not
We know the air in the shoes and he speaks
as a simple change in our lives
can bring great benefits to
us is what he tells us
Make them a little different
we can do our untie
much less good to contextualize
I was monitoring of youth movement
Jewish and one day we were all
monitors discussing innovation
is how do we talk to
children
and our coordinator showed there
just sped and I remember at the time
I saw this I just thought ted in
this fact I can not put tie
shoes
I’m training tie my shoe
wrong way to this day and to this day I
I keep them tied right and good
talking a little more about shoes
and his brother Rafael and he has seven years and
one day he came home for my
mother told Mom I want to learn in
marra shoes and my mother there was there
right has a whole issue driving noah
think a little right as tie
shoes you have to get a shoelace
shoelace period
all have a very complicated issue
right behind it there was my mother
teaching teaching to an hour
she felt sacolés is fini
time is coming right then I went there started
try to help him is he was a little
learning in school to slowly
an hour and he could not now
certain matters which the shoe and it liuzzi
You can tie my shoes the same
way
you should be talking stf is crazy
because she had been talking about intelligence
artificial and she’s talking about shoes
but you understood what happened
with rap
you understand that intelligence
the artificial rafa is our machine
right training he did not know evil
shoes but we had great
exactly step by step
training
a shoelace handle grip the laces do
a loop to another loop and we’ll
training him if he had a moment of
training equipment and training is
very hard because it has an error or
hit and is very difficult
especially a child but
time he got
he can not generalize and there
matter right then he is happy to see
he has pictured and good since there
has reason audacity asks in three
minutes and did not fear I’ll roll
you just a little bit okay
come on artificial intelligence
if we take the definition more
clear you will never find so
right an example but I really like
this here that artificial intelligence
It is the people’s ability to do
training algorithms for
but this generalization is
the ability to generalize us
get all this then there will the
human features is talk of it
to see and hear it all here back
for training and then we come
a very important point of the trend
Initial training
there is something behind that we
We talk a lot in relation to ethics
sure who will train the machine
are we then in humans
moment was me and my mother was Attila
from school
we were training our
machine in the case is the raf
so we spent all this is the
I know him myself
thing that happens here
when we spend
knowledge of our machine depends
we teach it the right way because
It is very easy to extrapolate and generalize
who is speaking here and to the side
wrong and I say so Intelligence
Artificial is a big umbrella that
we have neco
we have the umbrella we have
several things linked to it
who is surely already heard
something like machine learning and
jumping in cognitive computing networks
neural I can stand here talking half
time we had the people
each actually does have its
peculiarity has right
we can not explain each of them but
all today if I want it to be
initially one thing is exactly
so it ‘s all about the great
training umbrella for
generalization but ok stephen us
We understood why some believe that
artificial intelligence but why
invest in it right there because everyone
world so much talk about it but do not know
if you know today 80% of all
data from all companies that have’re
all the data that we have
are available unstructured data
the unstructured data is very
easy to talk from one knows
someone taking now why not
I understand anything of what I speak
is an image is an audio is a video
is a transcript is not something that
I have a certain time the the thing
We can make a cell that we
You have to stop doing the famous crude
the crude was this idea that we
I had a cell we can talk
itself larger than 2 x perform it now
I think here on stage we want
to analyze
so the stefhany is smiling Do
it is not so simple right for this
we need to spend our
capacity of human beings for
machine and once she trained and
you explain to them if I’m right
relationship realize that she will learn
and will be able to analyze and then yes we
understand the idea but best of all
AI can
work in both worlds and is very
curious that we can see the
evolution of artificial intelligence
silver in certain films
I remember the first time I saw the
Bicentennial Man was little I said
face and will never happen right and today
I am in this world fully
and implemented but the most curious
all this is the evolution that we
You can first see the man
bicentennial is intelligence
Artificial best I right the robot
It is great
sure what will win me will do
best things
then in the second step the EU
artificial intelligence being
and then we tried to play and aquino
it is the last intelligence
artificial to me and she is with me
It can be very interesting to talk
but this artificial intelligence is not
It is just me but is with you and
It is very curious that many people think
artificial intelligence yet
It was not democratized but all
They have access to this and to tell you a
little I wanted to go back a little of
my story
is about two years entered the bm
in the search outsourcing area I
I have three patents my name us
We develop some projects worked
with its bright and always working
there talking moto bike I spoke
face if I begin to understand what is
that some work right
let’s start searching if you are not
back I started researching it
whether the sound is very curious story
him because he was actually walking by
with my story
the other began in 2011 jd
and is a very curious game losing
because it gives a presenter
response from people and they have to
return with a question then be
jd is welcome to the game more but
simplest way to explain to
you
fg you were in the challenge to get
for you speak arachnophobia you
They could answer what is afraid of
Spider is easy right people got into
easy mode will now be getting to you
speak was a doctor’re politician with
50 the plane 5-1 complicated
sure but it could be right this jk
example I gave was a guy more
simple
okay what’s inside really is well JJD
complex
the examples that they go there but what
curious I wanted to talk and how
another got there he was trained
again training with the whole basis of
team and he was not on the
Internet not to be unfair to him
won the challenge but more than winning
the challenge to think of the coming issue
arachnophobia I come to you and
talk to phobia that the brain
you at this time to speak which
fear of spider
you understand the right context
arachnophobia
to do with Spider 6 researched at some
time our head that you have
learned about it once you have learned
about it you can visualize and
verbalize think of a making machine
that here right and even then great was
simply a question machine and
answers
then the folks at IBM as I invested
rather talk hey we need
closing the certain cycle begun to focus
more in the development of the sound and we
closing the cycle intelligence
artificial and when they
They closed they created and pine forests,
pine forests are application programming
interface says that anyone
anyone who is here can consume
watson and instead of talking about projects
megalomaniacs sure I wanted to show
the example that we had
I was a programming challenge
36 hours but I’m kind of geek people and
we were there I developed
I was with the staff and who
are these dolls they are
Media box it is an open project dbm
anyone can print this
Laser little robot with 3d printer
but the coolest thing is that within it
had a great then they spoke
had to recognize how much water
had a plan and from that he
They care had to looked after children
or who they were inside the hospital
people this is a complex case
democratization not okay because it’s
to me it is me who have
right program for you here may have
any people
you may be thinking this is put
very easy you are to grow
can program resolves easy for
certain people who have all a matter
behind how we are
working with intelligence
artificial but people who’re not with
it in the right pocket
I’m so much in hand
it is difficult to netflix youtube
spotify crab you are with
artificial intelligence
you are programming the
artificial intelligence all the time
you did not see but who here
not now got a movie on netflix and
i shows up my case I like to see
these technology things but now lives
a novel in which the novel that appears
for me is a film that may be that
you enjoy
right ella where there is romance man
machine because because it sure why
the netflix which has an intelligence
artificial understood my behavior
he was trained to understand the
behavior of people
once this is done it then generalizes
in my case since I have a certain
he generalized trend may be that
until it is wrong sometimes
because I want to see those things well
sugar water adam sandler right
but hey it is followed by a
right way
then you are also
artificial intelligence all the time
it is increasingly being
democratized is important to us
we understand that she is already with us
Stefany your time is almost over
do not you think it’s time to talk about
analogy Matchbox
this isabella people I programmed it and
it is the voice on the other a Portuguese
Isabel is how you know it
there ué
We work many hours together in this
presentation is not even
makes me proud and radio there
joker know
paid leave so I can table
program is that people and I wanted to talk
a very important subject I
I explained to you what I explained
because for you but then a point and
there sure artificial intelligence
has to do with us comes in a box
forums
we are the matches and I believe
very clearly that intelligence
Artificial track and which is not
It comes at a time that we
We managed to spend a match on track
up a certain fire
I believe that when we beings
human we can learn that
artificial intelligence is here
You do not know can to create the calls
We will create an innovation
but if we can get there
your inside a living is going to be right
there’s no problem we will
keep moving more intelligence
artificial will continue to
developing but she’s here for us
to help
An example was not clear a
girl working with me that
unfortunately her mother has
cancer and tomorrow make a iaa
operation and she came to the doctor
Doctor spoke there as it prepares
right before the operation he said ‘good
I read three articles
two days before the operation and there
girl spoke good considering it
power of mathematics an email Article by
one day with his chance any law
solution that is exactly on the
cancer very small probability
We spend every possible articles
on cancer by a machine it
be trained and then two days before we
We make a report to that doctor
with the chance to bring exact answer
about cancer
right or if not a judge who will judge
a person and a lawyer are reading
all possible jurisprudence
right and then he needs to save this
person was installing and exactly the
smoking gun that will save him or
perhaps the best of the best and incriminate
people who can read and have memory
photographic and dynamic reading it
will not achieve everything but if we
go through a machine machine will have
power year or maybe only one person
girl who is presenting at Ted one
machine is seeing it is
presenting and will talk O it’s time
to end right I was weighted by
machine you can not have a
machine but we’re
transforming
it depends on the people we need
accept this call at a time that the
We accept this call we bring the
benefit to us you noticed
maybe all we need
tie your shoes otherwise
thank you so much
[Applause]
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