[Music] so before I was a machine learning
so before I was a machine learning
so before I was a machine learning scientist I was a teenager I was a
scientist I was a teenager I was a
scientist I was a teenager I was a teenager growing up in Lagos Nigeria
teenager growing up in Lagos Nigeria
teenager growing up in Lagos Nigeria during the heady days of hip-hop
during the heady days of hip-hop
during the heady days of hip-hop nineties hip-hop the soundtrack of my
nineties hip-hop the soundtrack of my
nineties hip-hop the soundtrack of my youth was Snoop Doggy Dogg and dr. Dre
youth was Snoop Doggy Dogg and dr. Dre
youth was Snoop Doggy Dogg and dr. Dre salt and pepper and jay-z all this and
salt and pepper and jay-z all this and
salt and pepper and jay-z all this and MTV during periods of intermittent power
MTV during periods of intermittent power
MTV during periods of intermittent power so you’ll be there watching television
so you’ll be there watching television
so you’ll be there watching television rhyming along and they will take lights
rhyming along and they will take lights
rhyming along and they will take lights they’ll take the power just go out and
they’ll take the power just go out and
they’ll take the power just go out and that’s how I grew up one particular
that’s how I grew up one particular
that’s how I grew up one particular summer it felt like we’re under siege
summer it felt like we’re under siege
summer it felt like we’re under siege there was virtually no power all the
there was virtually no power all the
there was virtually no power all the time
time
time two weeks into this thing I became so
two weeks into this thing I became so
two weeks into this thing I became so bored I could pull my hair out my older
bored I could pull my hair out my older
bored I could pull my hair out my older siblings had already found a solution
siblings had already found a solution
siblings had already found a solution for boredom they would read books but I
for boredom they would read books but I
for boredom they would read books but I was too cool for that I’m not gonna
was too cool for that I’m not gonna
was too cool for that I’m not gonna spend my time reading books for fun I’m
spend my time reading books for fun I’m
spend my time reading books for fun I’m three weeks into this siege with the
three weeks into this siege with the
three weeks into this siege with the Power Company that felt like a passage I
Power Company that felt like a passage I
Power Company that felt like a passage I decided eventually to go and read a book
decided eventually to go and read a book
decided eventually to go and read a book because I was the only one bored
because I was the only one bored
because I was the only one bored everybody else had something to do the
everybody else had something to do the
everybody else had something to do the book I read was called because I am
book I read was called because I am
book I read was called because I am involved it was about by Cornell or juku
involved it was about by Cornell or juku
involved it was about by Cornell or juku on his chronicles of his experience of
on his chronicles of his experience of
on his chronicles of his experience of the Nigerian Biafra and civil war of his
the Nigerian Biafra and civil war of his
the Nigerian Biafra and civil war of his involvement in that experience that book
involvement in that experience that book
involvement in that experience that book completely changed my experience with
completely changed my experience with
completely changed my experience with books and I realized that an entirely
books and I realized that an entirely
books and I realized that an entirely new world awaited me all I had to do was
new world awaited me all I had to do was
new world awaited me all I had to do was just open a book my high school was a
just open a book my high school was a
just open a book my high school was a six story building with a lot of glass
six story building with a lot of glass
six story building with a lot of glass for some bizarre reason and my class was
for some bizarre reason and my class was
for some bizarre reason and my class was on the fourth floor and in the mid
on the fourth floor and in the mid
on the fourth floor and in the mid afternoon heat with the windows all open
afternoon heat with the windows all open
afternoon heat with the windows all open mr. naka will come into the class and
mr. naka will come into the class and
mr. naka will come into the class and will stand this mandatory computer
will stand this mandatory computer
will stand this mandatory computer science period now I totally was not
science period now I totally was not
science period now I totally was not interested in this computer science
interested in this computer science
interested in this computer science thing he will go on talking about
thing he will go on talking about
thing he will go on talking about arithmetic and logic unit
arithmetic and logic unit
arithmetic and logic unit CPU and all these things multiplexers
CPU and all these things multiplexers
CPU and all these things multiplexers and I was just like my eyes would glaze
and I was just like my eyes would glaze
and I was just like my eyes would glaze over
over
over I was completely bored completely
I was completely bored completely
I was completely bored completely uninterested disaffected I did just
uninterested disaffected I did just
uninterested disaffected I did just enough to pass so I would never have to
enough to pass so I would never have to
enough to pass so I would never have to take it again
take it again
take it again I thought that was it I’ll pass this
I thought that was it I’ll pass this
I thought that was it I’ll pass this class I would never have to use this
class I would never have to use this
class I would never have to use this computer thing again fast forward a
computer thing again fast forward a
computer thing again fast forward a couple of years I end up in the states
couple of years I end up in the states
couple of years I end up in the states in Memphis Tennessee the home of Elvis
in Memphis Tennessee the home of Elvis
in Memphis Tennessee the home of Elvis that’s all I knew about Memphis before I
that’s all I knew about Memphis before I
that’s all I knew about Memphis before I got there I was at lemoyne-owen College
got there I was at lemoyne-owen College
got there I was at lemoyne-owen College a historically black university and they
a historically black university and they
a historically black university and they required every single incoming student
required every single incoming student
required every single incoming student to take a computer literacy class I
to take a computer literacy class I
to take a computer literacy class I thought to myself I’m back again in this
thought to myself I’m back again in this
thought to myself I’m back again in this computer thing however something magical
computer thing however something magical
computer thing however something magical happened
happened
happened I discovered this thing called the
I discovered this thing called the
I discovered this thing called the Internet and they blew my mind it was
Internet and they blew my mind it was
Internet and they blew my mind it was just like wow I was I was just I was
just like wow I was I was just I was
just like wow I was I was just I was done I got I fast forward into the
done I got I fast forward into the
done I got I fast forward into the future I was like you know what
future I was like you know what
future I was like you know what okay I’m gonna age myself this is 1996
okay I’m gonna age myself this is 1996
okay I’m gonna age myself this is 1996 1997 the first thing don’t judge me
1997 the first thing don’t judge me
1997 the first thing don’t judge me the first thing that came to my mind
the first thing that came to my mind
the first thing that came to my mind would be there will be online shopping I
would be there will be online shopping I
would be there will be online shopping I will shop online and I can also get
will shop online and I can also get
will shop online and I can also get information it completely changed my
information it completely changed my
information it completely changed my idea and my emotional relationship with
idea and my emotional relationship with
idea and my emotional relationship with the idea of a computer that Internet the
the idea of a computer that Internet the
the idea of a computer that Internet the application of the internet changed my
application of the internet changed my
application of the internet changed my entire relationship with something
entire relationship with something
entire relationship with something called a computer I in hindsight are me
called a computer I in hindsight are me
called a computer I in hindsight are me I realized that what has happened is
I realized that what has happened is
I realized that what has happened is what Seymour popper one of the founding
what Seymour popper one of the founding
what Seymour popper one of the founding fathers of AI talks about he says
fathers of AI talks about he says
fathers of AI talks about he says anything is inherently easy to learn as
anything is inherently easy to learn as
anything is inherently easy to learn as long as you can integrate it to some
long as you can integrate it to some
long as you can integrate it to some structures that you already have
structures that you already have
structures that you already have especially if you have a positive effect
especially if you have a positive effect
especially if you have a positive effect with the structures that is you think
with the structures that is you think
with the structures that is you think about these things and warm and fuzzies
about these things and warm and fuzzies
about these things and warm and fuzzies come to your mind so for me was Internet
come to your mind so for me was Internet
come to your mind so for me was Internet online shopping woman fuzzy I’m gonna be
online shopping woman fuzzy I’m gonna be
online shopping woman fuzzy I’m gonna be a computer scientist that was it I was
a computer scientist that was it I was
a computer scientist that was it I was like I’m gonna be a computer scientist
like I’m gonna be a computer scientist
like I’m gonna be a computer scientist it wasn’t a big deal and that was it I
it wasn’t a big deal and that was it I
it wasn’t a big deal and that was it I became a computer
became a computer
became a computer scientist the thing about knowledge is
scientist the thing about knowledge is
scientist the thing about knowledge is it’s like a building that’s how I
it’s like a building that’s how I
it’s like a building that’s how I started thinking about knowledge and my
started thinking about knowledge and my
started thinking about knowledge and my whole question now became all right I’m
whole question now became all right I’m
whole question now became all right I’m gonna be a computer scientist how am I
gonna be a computer scientist how am I
gonna be a computer scientist how am I going to acquire the knowledge of what
going to acquire the knowledge of what
going to acquire the knowledge of what it takes to be a computer scientist one
it takes to be a computer scientist one
it takes to be a computer scientist one of my friend a philosopher
of my friend a philosopher
of my friend a philosopher often says knowledge is not infused it
often says knowledge is not infused it
often says knowledge is not infused it is acquired knowledge is like a building
is acquired knowledge is like a building
is acquired knowledge is like a building and the process of acquiring the
and the process of acquiring the
and the process of acquiring the knowledge you saw this convoluted neural
knowledge you saw this convoluted neural
knowledge you saw this convoluted neural net networks the process of acquiring
net networks the process of acquiring
net networks the process of acquiring knowledge is like extending that
knowledge is like extending that
knowledge is like extending that building the most important thing is in
building the most important thing is in
building the most important thing is in that process two things happen knowledge
that process two things happen knowledge
that process two things happen knowledge takes on logical form like we can reason
takes on logical form like we can reason
takes on logical form like we can reason if this happened this happens don’t
if this happened this happens don’t
if this happened this happens don’t drink don’t drive you won’t go to jail
drink don’t drive you won’t go to jail
drink don’t drive you won’t go to jail drink drive jail logical form the second
drink drive jail logical form the second
drink drive jail logical form the second important thing is it takes on emotional
important thing is it takes on emotional
important thing is it takes on emotional form don’t drink don’t drive no Jill yeh
form don’t drink don’t drive no Jill yeh
form don’t drink don’t drive no Jill yeh drink drive jail bad for knowledge to
drink drive jail bad for knowledge to
drink drive jail bad for knowledge to come into your life and to break tech
come into your life and to break tech
come into your life and to break tech holes two things happen logical form
holes two things happen logical form
holes two things happen logical form emotional form it’s very much like
emotional form it’s very much like
emotional form it’s very much like Thanksgiving so Thanksgiving is coming
Thanksgiving so Thanksgiving is coming
Thanksgiving so Thanksgiving is coming up soon and imagine what you wanted to
up soon and imagine what you wanted to
up soon and imagine what you wanted to do was to learn to make the perfect
do was to learn to make the perfect
do was to learn to make the perfect Thanksgiving turkey so there you are you
Thanksgiving turkey so there you are you
Thanksgiving turkey so there you are you go to Thanksgiving turkey dinner school
go to Thanksgiving turkey dinner school
go to Thanksgiving turkey dinner school and they take you to the Test Kitchen
and they take you to the Test Kitchen
and they take you to the Test Kitchen and you spent the first year perfecting
and you spent the first year perfecting
and you spent the first year perfecting brining before you do learning how to
brining before you do learning how to
brining before you do learning how to brine a turkey you know the right salt
brine a turkey you know the right salt
brine a turkey you know the right salt water maybe summer nice and then when
water maybe summer nice and then when
water maybe summer nice and then when you perfect that they tell you all right
you perfect that they tell you all right
you perfect that they tell you all right you’re gonna move on and now you’re
you’re gonna move on and now you’re
you’re gonna move on and now you’re going to be creaming cranberries the
going to be creaming cranberries the
going to be creaming cranberries the cream the cranberries creme de creme bus
cream the cranberries creme de creme bus
cream the cranberries creme de creme bus an entire years gone by and you’re not
an entire years gone by and you’re not
an entire years gone by and you’re not anywhere closer to actually making your
anywhere closer to actually making your
anywhere closer to actually making your turkey the same goal another scenario
turkey the same goal another scenario
turkey the same goal another scenario this time you actually start in
this time you actually start in
this time you actually start in someone’s home been invited to a
someone’s home been invited to a
someone’s home been invited to a Thanksgiving dinner
Thanksgiving dinner
Thanksgiving dinner you sit at the table take up your entire
you sit at the table take up your entire
you sit at the table take up your entire surrounding you soak in the joy the left
surrounding you soak in the joy the left
surrounding you soak in the joy the left the warmth that occurs when you’re
the warmth that occurs when you’re
the warmth that occurs when you’re sharing a meal with people you care
sharing a meal with people you care
sharing a meal with people you care about and all the emotional
about and all the emotional
about and all the emotional effectiveness enters your system and
effectiveness enters your system and
effectiveness enters your system and then they now say after this experience
then they now say after this experience
then they now say after this experience go back to the Test Kitchen and we’ll
go back to the Test Kitchen and we’ll
go back to the Test Kitchen and we’ll start you at the Bryan Station from
start you at the Bryan Station from
start you at the Bryan Station from brining you move on you move on these
brining you move on you move on these
brining you move on you move on these two scenarios but have a viable path
two scenarios but have a viable path
two scenarios but have a viable path towards the final goal but guess which
towards the final goal but guess which
towards the final goal but guess which one will be more successful in the long
one will be more successful in the long
one will be more successful in the long run a perfecting technique without ever
run a perfecting technique without ever
run a perfecting technique without ever seen the end goal or be starting from
seen the end goal or be starting from
seen the end goal or be starting from the end goal and working away backwards
the end goal and working away backwards
the end goal and working away backwards which one do you guys think will be the
which one do you guys think will be the
which one do you guys think will be the most successful be one of the most
most successful be one of the most
most successful be one of the most important things is just like the book
important things is just like the book
important things is just like the book that reminded me about the joy of
that reminded me about the joy of
that reminded me about the joy of learning or made me discover the joy of
learning or made me discover the joy of
learning or made me discover the joy of reading because I am involved whenever
reading because I am involved whenever
reading because I am involved whenever you want to learn anything
you want to learn anything
you want to learn anything once you become personally involved
once you become personally involved
once you become personally involved something about the whole thing changes
something about the whole thing changes
something about the whole thing changes for you
for you
for you we all know that knowledge is not
we all know that knowledge is not
we all know that knowledge is not infused it is acquired everybody knows
infused it is acquired everybody knows
infused it is acquired everybody knows that the challenge of learning then
that the challenge of learning then
that the challenge of learning then becomes the process of knowledge
becomes the process of knowledge
becomes the process of knowledge acquisition one of the interesting
acquisition one of the interesting
acquisition one of the interesting things and enduring myths around
things and enduring myths around
things and enduring myths around intelligence and the nature of
intelligence and the nature of
intelligence and the nature of intelligence is this myth of innate
intelligence is this myth of innate
intelligence is this myth of innate ability this myth often comes up
ability this myth often comes up
ability this myth often comes up especially when we start talking about
especially when we start talking about
especially when we start talking about things that tend towards the abstract
things that tend towards the abstract
things that tend towards the abstract things like computer science things like
things like computer science things like
things like computer science things like artificial intelligence in its ability
artificial intelligence in its ability
artificial intelligence in its ability in its ability it comes up there’s even
in its ability it comes up there’s even
in its ability it comes up there’s even a school of thought that believes that
a school of thought that believes that
a school of thought that believes that only 2% of humans are even capable of
only 2% of humans are even capable of
only 2% of humans are even capable of acquiring the knowledge that our brains
acquiring the knowledge that our brains
acquiring the knowledge that our brains are wired in such a way that only
are wired in such a way that only
are wired in such a way that only special 2% of us have the literal neural
special 2% of us have the literal neural
special 2% of us have the literal neural capacity to acquire complex hierarchical
capacity to acquire complex hierarchical
capacity to acquire complex hierarchical knowledge as a computer scientist I mean
knowledge as a computer scientist I mean
knowledge as a computer scientist I mean I would like to believe I’m special and
I would like to believe I’m special and
I would like to believe I’m special and I’m some parts of only 2% however I know
I’m some parts of only 2% however I know
I’m some parts of only 2% however I know that this is absolutely not true
that this is absolutely not true
that this is absolutely not true because of my own experiences it cannot
because of my own experiences it cannot
because of my own experiences it cannot be the case because knowledge is not
be the case because knowledge is not
be the case because knowledge is not infused knowledge is a core
infused knowledge is a core
infused knowledge is a core it and most importantly knowledge comes
it and most importantly knowledge comes
it and most importantly knowledge comes along with an emotional results so just
along with an emotional results so just
along with an emotional results so just like that book I mentioned because I am
like that book I mentioned because I am
like that book I mentioned because I am involved once I discovered the internet
involved once I discovered the internet
involved once I discovered the internet and became super excited that online
and became super excited that online
and became super excited that online shopping would happen one day no matter
shopping would happen one day no matter
shopping would happen one day no matter how silly that sounded
how silly that sounded
how silly that sounded I was literally now involved in this
I was literally now involved in this
I was literally now involved in this thing and I wanted to be part of
thing and I wanted to be part of
thing and I wanted to be part of whatever it is that built that future I
whatever it is that built that future I
whatever it is that built that future I became involved in computer science not
became involved in computer science not
became involved in computer science not because I wanted to learn how to program
because I wanted to learn how to program
because I wanted to learn how to program I became involved because I wanted to
I became involved because I wanted to
I became involved because I wanted to understand the fundamental frameworks
understand the fundamental frameworks
understand the fundamental frameworks that allowed inventions like this to
that allowed inventions like this to
that allowed inventions like this to occur so that I could manipulate it and
occur so that I could manipulate it and
occur so that I could manipulate it and twist it in whatever ways that I saw fit
twist it in whatever ways that I saw fit
twist it in whatever ways that I saw fit I found something that interested me I
I found something that interested me I
I found something that interested me I became involved somehow
became involved somehow
became involved somehow I learned everything I needed to learn
I learned everything I needed to learn
I learned everything I needed to learn to build the world that I wanted to see
to build the world that I wanted to see
to build the world that I wanted to see along with that myth also is this idea
along with that myth also is this idea
along with that myth also is this idea that their computer science people that
that their computer science people that
that their computer science people that some people are just born there poets
some people are just born there poets
some people are just born there poets some people are born there artists some
some people are born there artists some
some people are born there artists some people are born there computer science
people are born there computer science
people are born there computer science people it’s not necessarily the case
people it’s not necessarily the case
people it’s not necessarily the case computation is a broad thing and it has
computation is a broad thing and it has
computation is a broad thing and it has enough room to accommodate every single
enough room to accommodate every single
enough room to accommodate every single person there is enough room in
person there is enough room in
person there is enough room in computation for the poet the writer the
computation for the poet the writer the
computation for the poet the writer the musician the fashion designer basically
musician the fashion designer basically
musician the fashion designer basically computation applied to whatever field
computation applied to whatever field
computation applied to whatever field enhances that field and takes that field
enhances that field and takes that field
enhances that field and takes that field to the next level so if you’re a writer
to the next level so if you’re a writer
to the next level so if you’re a writer and you apply computation you create
and you apply computation you create
and you apply computation you create something entirely new perhaps
something entirely new perhaps
something entirely new perhaps algorithmic screenplays if you’re a
algorithmic screenplays if you’re a
algorithmic screenplays if you’re a musician and you apply computation maybe
musician and you apply computation maybe
musician and you apply computation maybe you do utter to you yes do you build
you do utter to you yes do you build
you do utter to you yes do you build things like that and this is exactly the
things like that and this is exactly the
things like that and this is exactly the kinds of things that I did while I was
kinds of things that I did while I was
kinds of things that I did while I was doing my doctoral work at UC Berkeley
doing my doctoral work at UC Berkeley
doing my doctoral work at UC Berkeley because of my youth I enjoyed hip-hop
because of my youth I enjoyed hip-hop
because of my youth I enjoyed hip-hop naturally for me the next nights are
naturally for me the next nights are
naturally for me the next nights are about is she
about is she
about is she I wonder if I could actually use
I wonder if I could actually use
I wonder if I could actually use computation to enhance my enjoyment of
computation to enhance my enjoyment of
computation to enhance my enjoyment of this art form I particularly liked hip
this art form I particularly liked hip
this art form I particularly liked hip hop not necessarily for the beats I
hop not necessarily for the beats I
hop not necessarily for the beats I liked it for the narrative storytelling
liked it for the narrative storytelling
liked it for the narrative storytelling so driving to the lab driving back I
so driving to the lab driving back I
so driving to the lab driving back I would listen to jay-z’s discography over
would listen to jay-z’s discography over
would listen to jay-z’s discography over and over and over again and I find
and over and over again and I find
and over and over again and I find myself having arguments with myself
myself having arguments with myself
myself having arguments with myself about the lyrics and at one point I was
about the lyrics and at one point I was
about the lyrics and at one point I was like why am I doing this why don’t I
like why am I doing this why don’t I
like why am I doing this why don’t I just write some code and actually like
just write some code and actually like
just write some code and actually like you know and some of these arguments I
you know and some of these arguments I
you know and some of these arguments I keep having to myself and I was like woo
keep having to myself and I was like woo
keep having to myself and I was like woo I actually could write actually parse
I actually could write actually parse
I actually could write actually parse these lyrics so I decided that I’m gonna
these lyrics so I decided that I’m gonna
these lyrics so I decided that I’m gonna build this data science unit called
build this data science unit called
build this data science unit called hip-hop a–they merging the two words
hip-hop a–they merging the two words
hip-hop a–they merging the two words hip hop and empathy the idea that if I
hip hop and empathy the idea that if I
hip hop and empathy the idea that if I minded enough of this code perhaps I
minded enough of this code perhaps I
minded enough of this code perhaps I could put myself in the same mind space
could put myself in the same mind space
could put myself in the same mind space of the poet and I could see the world
of the poet and I could see the world
of the poet and I could see the world through their perspective and I thought
through their perspective and I thought
through their perspective and I thought perhaps students could actually see this
perhaps students could actually see this
perhaps students could actually see this as well and if they did this they would
as well and if they did this they would
as well and if they did this they would see that computation was not necessarily
see that computation was not necessarily
see that computation was not necessarily just strictly for people who thought of
just strictly for people who thought of
just strictly for people who thought of themselves as computer science people
themselves as computer science people
themselves as computer science people now maybe I could pool in the Ryder pool
now maybe I could pool in the Ryder pool
now maybe I could pool in the Ryder pool in the port and pull in the artists we
in the port and pull in the artists we
in the port and pull in the artists we build this data science unit we looked
build this data science unit we looked
build this data science unit we looked at it it was fun and we moved on but
at it it was fun and we moved on but
at it it was fun and we moved on but something special happened when I did
something special happened when I did
something special happened when I did this I discovered something I didn’t
this I discovered something I didn’t
this I discovered something I didn’t think I was going to discover I
think I was going to discover I
think I was going to discover I discovered that rap lyrics have a very
discovered that rap lyrics have a very
discovered that rap lyrics have a very very similar structure to the structure
very similar structure to the structure
very similar structure to the structure of the ephah corpus of my own native
of the ephah corpus of my own native
of the ephah corpus of my own native Yoruba cosmology without bringing
Yoruba cosmology without bringing
Yoruba cosmology without bringing computation to rap I would never have
computation to rap I would never have
computation to rap I would never have made that discovery these are the kinds
made that discovery these are the kinds
made that discovery these are the kinds of things that happen when computation
of things that happen when computation
of things that happen when computation is brought to bear on different new
is brought to bear on different new
is brought to bear on different new fields we create an entirely new world
fields we create an entirely new world
fields we create an entirely new world of delights we are here in San Francisco
of delights we are here in San Francisco
of delights we are here in San Francisco at the cusp of the fourth Industrial
at the cusp of the fourth Industrial
at the cusp of the fourth Industrial Revolution it is no longer gonna be good
Revolution it is no longer gonna be good
Revolution it is no longer gonna be good enough to say only 2% of the world are
enough to say only 2% of the world are
enough to say only 2% of the world are going to be computer science people for
going to be computer science people for
going to be computer science people for example we know
example we know
example we know that AI is being used for risk
that AI is being used for risk
that AI is being used for risk assessments and sometimes when we’re
assessments and sometimes when we’re
assessments and sometimes when we’re building this algorithms because we’re
building this algorithms because we’re
building this algorithms because we’re so distant from those worlds and for
so distant from those worlds and for
so distant from those worlds and for those people who’s who this algorithms
those people who’s who this algorithms
those people who’s who this algorithms impact it does even occur to us to ask
impact it does even occur to us to ask
impact it does even occur to us to ask certain kinds of questions when people
certain kinds of questions when people
certain kinds of questions when people that are algorithms
that are algorithms
that are algorithms impact our designing those algorithms
impact our designing those algorithms
impact our designing those algorithms they see it from a completely different
they see it from a completely different
they see it from a completely different point of view
point of view
point of view computer science is no longer going to
computer science is no longer going to
computer science is no longer going to be a nice to have it’s actually going to
be a nice to have it’s actually going to
be a nice to have it’s actually going to be unnecessary the fourth Industrial
be unnecessary the fourth Industrial
be unnecessary the fourth Industrial Revolution is get is either gonna be the
Revolution is get is either gonna be the
Revolution is get is either gonna be the beginning of some mad mask dystopian
beginning of some mad mask dystopian
beginning of some mad mask dystopian future oh it’s going to be the beginning
future oh it’s going to be the beginning
future oh it’s going to be the beginning of a glorious era it all depends on
of a glorious era it all depends on
of a glorious era it all depends on whether you you you will step in and
whether you you you will step in and
whether you you you will step in and join me in computation I am the same
join me in computation I am the same
join me in computation I am the same person that learned credence to the idea
person that learned credence to the idea
person that learned credence to the idea of the myth of innate ability because I
of the myth of innate ability because I
of the myth of innate ability because I was disinterested I was not involved
was disinterested I was not involved
was disinterested I was not involved the assumption is oh she’s probably one
the assumption is oh she’s probably one
the assumption is oh she’s probably one of the ninety-eight percent that can
of the ninety-eight percent that can
of the ninety-eight percent that can learn it I found an application all that
learn it I found an application all that
learn it I found an application all that change guess what I’m an anti scientist
change guess what I’m an anti scientist
change guess what I’m an anti scientist the same person that lends credence to
the same person that lends credence to
the same person that lends credence to the myth is the same person that is the
the myth is the same person that is the
the myth is the same person that is the proven the very same myth the reason why
proven the very same myth the reason why
proven the very same myth the reason why a lot of people are not choosing CS is
a lot of people are not choosing CS is
a lot of people are not choosing CS is because sometimes they have phobia or
because sometimes they have phobia or
because sometimes they have phobia or they don’t see themselves as those CS
they don’t see themselves as those CS
they don’t see themselves as those CS type people because we know that humans
type people because we know that humans
type people because we know that humans are inherently teachable that knowledge
are inherently teachable that knowledge
are inherently teachable that knowledge is not infused it is a quiet the happy
is not infused it is a quiet the happy
is not infused it is a quiet the happy things happen where you bring
things happen where you bring
things happen where you bring computation to bear into your own field
computation to bear into your own field
computation to bear into your own field I ask you to dare to come into this
I ask you to dare to come into this
I ask you to dare to come into this field with me and start your own journey
field with me and start your own journey
field with me and start your own journey into computer science thank you
”
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