►
From YouTube: Ponicode AI Rap Battle - GitHub Satellite 2020
Description
Featuring Ponicode, and the defender of Humanity, Larry Charles Jr.
Ponicode’s AI-driven rap lyric generator goes up against a human rapper in this epic battle of man vs. machine, with the winner determined by popular vote.
Larry Charles Jr. is a Connecticut born video game developer with a knack for clever wordplay and all things creative.
Instagram: https://www.instagram.com/larrycharlesjr
Youtube: https://www.youtube.com/c/RapTutorialsYT
https://www.larrycharlesjr.com/
Ponicode is on a mission to help developers unleash their code. We help developers focus on what they like doing the most, on the exciting parts of their job. We offer a low code unit testing solution that allows you to create, modify and visualize unit tests in just a few clicks on our straightforward AI-powered interface.
https://ponicode.com/
GitHub Satellite: A community connected by code
On May 6th, we threw a free virtual event featuring developers working together on the world’s software, announcements from the GitHub team, and inspiring performances by artists who code.
More information: https://githubsatellite.com
Schedule: https://githubsatellite.com/schedule/
A
Hi,
everyone
welcome
to
the
pony
code.
Ai
rap
battle
at
github,
satellite
you've,
maybe
seen
rap
battles
in
real
life,
but
here
today
we're
going
to
take
it
into
the
virtual
world,
we're
here
for
an
ai
powered
rap
battle
that
pits
the
pony
bot,
an
ai
wrapping
machine
created
by
pony
code
against
a
real
human
rapper,
larry
charles
coming
to
us
from
the
bay
area.
A
A
Ponybot
is
an
ai-powered
rap,
lyrics
generator
created
by
pony
code
in
our
day,
job
pony
code
is
your
ai
partner
for
coding,
allowing
you
to
create,
modify
and
visualize
unit
tests
in
just
a
few
clicks
on
our
simple
ai
powered
interface,
so
maybe
you're
hearing
the
short
description
and
you're
asking
yourself.
What
does
pony
code
have
to
do
with
wrap?
A
A
A
Next,
we
will
train
the
pony
bot
to
generate
rap
lyrics,
based
on
the
hundreds
of
suggestions
that
you've
sent
in
thanks
and
you'll
get
to
peek
at
the
code
as
it
learns,
then
we'll
move
on
to
the
rap
battle,
I'm
obviously
biased.
So
I'm
going
to
hand
over
the
rap
battle
to
a
neutral
referee,
we're
going
to
have
three
rounds
in
the
battle
with
a
pony
bot
going
first
in
each
round,
followed
by
larry,
who
will
follow
with
his
own
brilliant
lines.
A
During
this
rap
battle,
you'll
have
the
opportunity
to
vote,
live
for
the
ponybo
abot
or
for
larry
as
they
wrap
away
and
will
crown
an
ultimate
winner.
At
the
end
of
this
event,
you
can
vote
by
going
to
the
twitter
page
for
pony
code.
Our
handle
is
at
pony
code
dev,
but
you'll
see
that
on
the
bottom
of
your
screen,
a
little
bit
later
and
and
then
voting
on
the
poll
that
we'll
have
running
there
for
those
of
you
watching
from
home,
which
I
think
is
most
people
today.
A
We
wanted
to
be
honest
with
you
and
let
you
know
that
we've
pre-recorded
part
of
this
event
since
we're
all
in
different
places
across
lots
of
time
zones.
But
I
reassure
you
that
the
voting
and
crowning
of
the
winner
will
be
done.
Live
so
now
I'll
hand
it
over
to
edmund
super
data,
scientist
and
pony
code
co-founder
to
tell
us
a
little
bit
more
about
the
pony
code,
rack
generator
machine
and
how
he
created
it.
A
B
Thank
you
elisa
and
hi
everyone.
My
name
is
ed
mohawt,
I'm
a
data
scientist
and
one
of
the
co-founders
of
ponycod.
I
grew
up
in
france
in
a
family
of
engineers.
My
mother
is
an
engineer.
My
father
is
an
engineer,
my
aunts,
my
cousins,
my
brother,
my
uncles,
all
engineers,
everything
about
number
in
my
family,
even
my
cats,
become
very
strong
in
arithmetic
when
it
comes
to
counting
the
keyboards
in
his
plate.
B
B
B
B
B
Needless
to
say,
I
never
could
finish
that
poem.
To
be
honest,
I
didn't
even
finish
their
first
sentence,
so
I
showed
my
girlfriend
the
rap
lyrics,
and
then
she
was
my
ex,
but
in
a
very
weird
and
selfish
way.
I
felt
very
happy
because
I
had
fulfilled
my
destiny
and
today
is
the
day
I
share
my
masterpiece
with
you.
B
Okay,
let's
go
for
the
tutorial,
so
I've
prepared
the
google
collaboratory
notebook
accessible
by
anyone
with
the
codes
and
tools
for
this
generator.
In
case
you
want
to
try
it
at
home
for
those
who
aren't
familiar
with
google
collaboratory,
it's
basically
a
shareable
online
notebook
where
you
can
execute
your
codes,
sell
by
sale
in
python.
It's
basically
the
google
doc
of
python
code
for
the
ai
wrapper
to
run.
You
first
need
to
prepare
your
environment.
B
I
have
made
the
bots
called
open
source
on
github.
All
of
you
can
clone
it.
Also.
We
will
need
to
install
the
marquis
package
that
will
be
used
in
the
first
step
of
the
ai
pipeline
cd
to
the
rub.
Battle
folder
run
the
cell
to
download
the
nltk
packages
and
don't
worry,
if
you
don't
know
these
packages,
you
don't
need
to
know
how
they
work
to
understand
how
the
ai
was
built.
B
So
before
we
train
our
models,
we
have
to
prepare
the
data.
Let's
create
two
folders
one
folder
for
the
artistic
mode
in
the
artistic,
slash
data
folder
and
the
other
for
the
freestyle
mode
in
the
freestyle.
Slash
data
folder
click
on
refresh
to
see
the
new
folders
click
on
battle
and
then
on
artistic
click
right
on
data
uploads
and
select
all
your
lyrics.
B
B
B
B
B
The
way
it
works
is
very
simple,
so
we
give
the
model
a
list
of
sentences
and
it
learns,
which
word
is
more
likely
to
be
followed
by
the
other.
For
example,
if
I
give
the
model
the
sequence
of
words
I
and
like,
then
it
will
predict
a
next
word,
for
example
rap.
So
I
gave
I
and
like
as
input
and
it
predicted
rap
the
sentence
generated.
Is
I
like
rap?
B
If
I
give
as
input
what
is
your,
it
will
suggest
name.
What
is
your
name?
So
many
companies
use
markov
models
for
completion
of
sentences,
the
higher
the
state
size,
the
better
your
model
will
keep
words
in
memory.
If
the
state
size
is
equal
to
two,
the
model
will
take
into
consideration
the
last
two
words
to
generate
a
third
one.
B
B
B
B
B
I
will
not
read
them
for
you
for
this
time,
since
you
will
see
plenty
of
them
in
the
battle,
but
let's
make
a
quick
analysis,
so
we
can
see
an
aabb
pattern
with
the
rhyme
in
e
so
b
and
me,
and
one
with
a
rhyme
in
apps,
so
caps
and
wraps
and
all
the
other
paragraphs
are
following
the
expected
pattern.
Thank
you
all
for
your
attention.
I
really
enjoyed
sharing
the
ponybots
with
you.
Don't
forget
that
the
repo
is
open
source,
so
you
are
free
to
use
it
and
contribute.
C
Thanks
so
much
for
that
elisa
we
are
so
excited
to
have
you
and
all
the
pony
code
team
here
and
we've
got
this
amazing
pony
bot
here,
which
is
based
on
a
whole
bunch
of
crowd,
suggested
songs
that
heaps
of
different
people
from
the
community
have
been
putting
in
throughout
online
forms.
It
is
like
a
secret
source
of
everything.
That's
been
happening,
it's
creating
all
the
fun
that
you're
gonna
see
right
here
today.
Now,
to
give
you
a
little
bit
of
idea
about
how
this
ponybot
has
been
trained.
C
We've
got
some
fantastic
lineup
of
all
different
types
of
song.
Genres
we've
got
old
school
songs,
we've
got
some
french
and
even
german
rap.
I'm
very
excited
to
see
that,
let's
just
say
that
and
then
we've
got
anything
from
hamilton,
music
and
so
so
many
other
different
genres.
So
you
can
see
we've
really
trained
this
spot
on
a
whole
range
of
different
music
and
different
songs,
so
it
can
give
our
human
competitor
a
really
good
run
for
his
money.
C
D
C
Oh,
I'm
so
excited
to
have
you
here
too
larry.
So
let's
get
right
down
to
business
now.
The
first
theme
of
the
first
one
we've
got
coming
up
is
man
versus
machine
so
as
they
wrap
as
they
battle?
We've
got
some
polls
happening
over
on
twitter.
So
we
want
you
all
yeah
you
to
go
on
over
to
twitter
and
vote
for
your
favorite
rap
battle
artist.
Is
it
going
to
be
the
man
or
will
it
be
the
machine
human
versus
robot?
Who
is
going
to
win?
C
E
We're
going
to
be
around
so
take
what
you
found,
I'm
the
future
with
a
bunch
of
weight.
Every
time
I
log
in
when
the
walls
fall
around
you
is
when
you
will
know
when
to
begin.
I
have
never
seen
you,
but
I
know
you're,
not
the
only
one
missing,
but
I
want
to
be
loved
by
digital
witnesses.
What's
the
point
of
doing
anything
in
77
and
69
revolution
was
in
the
air
and
a
finger
to
the
sky.
E
I
call
you
you.
Don't
call
me
just
to
tell
me
people
giving
up
just
to
scream
your
name.
People
lining
up
just
to
give
the
blame
air
conditioned
tv,
land,
20
grand
walk
to
the
summit
at
night.
You
and
I
are
meant
to
be
somebody
cuts
me
down
to
the
sea
yeah,
I'm
an
analog
man
in
a
digital
world
where
they've.
Given
me,
I
once
had
friends,
but
I
can't
feel
it
inside
there's
no
place
to
hide.
I
hit
you
with
a
hard
hand.
You
know
that
I
leave
it
alone,
you're.
E
F
We
were
meant
to
be
if
you
need
a
boyfriend.
Please
don't
mention
me
because,
even
though
this
is
man
vs
machine,
I'm
gonna
make
you
feel
like
scouts
versus
marines,
no
doubt
in
my
regime.
So
please
let
the
king
ring,
but
now
you
mad
baby
boy.
Well,
I'm
ving
reigns.
I'm
king
james
coming
down
the
lane
with
a
fast
break.
You
don't
understand,
just
go
rewind
play
the
last
take
and
man
they
tell
you.
Where
is
your
crown
at,
hopefully
not
the
same
place?
Your
source
code
was
found
at.
F
F
They
got
me
wrapped
into
a
macbook,
but
now
what
I'm
doing
now,
just
cooking
up
reverse,
and
when
I
drop
these
balls
I
bet
it
mega
hurts
because
right
now
is
the
time
like
it's
mandalay,
I'm
gonna
be
the
one
who
leaves
with
his
hands
raised
today.
I
came
to
state
you
can
slay
everything
in
your
database
so
go
ahead.
Your
streams
will
compare
to
mine
in
second
place
and
if
your
first
place
well,
that
might
be
so
just
remember
when
it
comes
to
code.
F
C
That
was
insane
whoa,
not
bad
at
all.
Larry.
Let
me
just
say
I'm
impressed
now
audience.
Are
you
impressed,
don't
forget
to
go
head
on
over
to
twitter?
Where
we've
got
our
polls,
you
can
vote,
live
for
larry
or
ponybot
for
round
one
man
vs
machine.
Now
we've
got
round
two
coming
up
right
now
and
the
theme
is
quarantine
so
ponybot,
are
you
ready.
E
Yoga
pants
sweatshirt
on
the
globe.
I'd
rather
be
strong
words
in
the
dark.
You
were
born
to
sing
the
blues.
Now
it's
time
to
lose
strangers,
waiting
up
and
run,
and
I
had
to
go
steady
put
in
the
mowers
I'ma
make
it
right
so
badly
that
I
always
got
it
wrong
living
in
a
ghost
machine.
Soon
there
won't
be
long
and
oh,
my
little
quarantine,
yoga
pants
sweatshirt
on
the
globe.
E
E
You
symbiotic
patriotic
slam
fight
bright
light.
You
may
say
that
I'm
a
wild
light
blinding
bright.
He
starts
to
make
it
better.
Together
we
make
a
wicked
pistol
plate.
It's
times
like
these,
that
we
activate
yoga
pants
sweatshirt
on
the
globe.
I'd
rather
be
strangers
waiting
up
and
running,
and
I
had
to
go
steady.
F
A
F
Wait
face:
wait,
I'll,
save
your
face,
cause
I'm
trying
to
save
face,
because
I'm
missing
all
my
parties
and
weddings
from
safe
days
running
out
of
food
eating
the
same
meatloaf
every
thursday,
but
I
still
do
my
best
to
stop
the
curve
like
a
first
date,
remember
using
lime,
water
back.
You
know
two
well
that
should
probably
help
you
understand
what
the
humans
are
going
through.
F
Half
the
people
living
scared,
nobody
wants
to
touch,
and
all
we
have
to
do
is
stay
at
home
to
clear
it
up,
for
some
of
us
is
working,
but
a
lot
of
us
aren't
working
and
no
one
knows
for
certain
when
kobe
will
catch
the
curtains.
You
know,
if
you
feel
me,
if
you
hope
you
understand
all
these
lyrics
and
puns,
but
if
you
don't,
I
can
break
it
down
in
zeros
and
ones.
One
day
it
was
zero
people.
Now
it's
a
lot
and
we
don't
want
it
to
be
worse.
F
We
just
gotta
stay
in
our
spot
survival
of
the
fittest,
yeah
that
only
works
for
individuals,
but
we're
supposed
to
be
one
nation,
indivisible
symptoms,
invisible
living
through
it
is
miserable
and
opened
up,
is
in
our
best
interest,
maybe
for
the
principal,
a
team
of
pro
teams
that
need
to
be
defeated.
So
you
don't
understand,
we
just
want
it
all.
Under
control.
Hey
then
delete
it.
C
Get
out
of
here,
larry
you're
tugging
on
my
heart
strings
here,
you're
making
me
well
up.
This
is
absolutely
insane
now,
don't
forget
the
twitters.
The
people
you
out
there
listening
go
over
vote
for
larry
vote
for
pony
code,
whoever
you
want
to
vote
for
put
in
your
votes,
we're
taking
all
those
discussions
and
all
those
polls
in
on
twitter.
Now.
Are
you
all
ready
for
our
very
final
round?
E
Your
monologue's
getting
tired
now
it's
time
to
cut
the
dead
weight,
you
can't
even
invent
your
way
out
of
a
pastry
bag.
Understand
me
giuseppe's
when
I
step
in
this
place
and
I'm
still
too
great
wait
till
they
get
a
taste
of
what
this
battle
would
be.
I
run
the
streets
really.
Your
track
sounds
like
a
little
piece
of
celery
contact
was
blown
by
benzetta
and
the
source
to
cause
a
little
controversy.
E
E
Look
at
you,
try
to
pull
the
camera
out.
Sean
kingston
got
robbed,
and
now
you
missed
that
check
yeah
a
breath
of
spring.
That's
what
I
call
one
abs,
counting
money.
You
know
how
we
living
herzog
and
adidas
man.
You
know
I'm
like
the
dream
team.
Cheering
overseas
now
you
are
going
to
be
successful.
You
have
to
terrain
on
my
parade
now
this
is
the
last
time
your
music
got.
Anybody
made
wiley
lay
off
the
fries
and
egg
yolk.
F
F
An
upgrade
you
need
guidance.
No,
you
need
silence.
How
did
you
get
here?
Did
you
pluck
strings
on
violins?
I
thought
you
would
kill
the
solo
like
kylo
ren,
but
this
is
a
marathon
and
you
died
a
mile
in
my
flow's
contagious,
I'm
known
for
racking
rapping
stages.
Your
flow
is
trash
like
plastic.
It
should
be
wrapping
packages,
go
get
some
rapping
practicing,
then
keep
practicing.
F
I
kill
a
mic
by
killing
mike
thought.
You
should
know
that
cause
every
float.
You
study
from
a
song.
We
call
the
throwback
you're
one
step
away
from
being
a
siri
update,
you
better
download
some
new
rhymes
and
we'll
get
upstaged.
Your
team
is
up
for
days
and
what
they
did
is
very
impressive,
but
I
have
to
say
they
didn't
believe
that
you
leave
getting
invested,
you're
an
investment,
a
product
of
brilliance.
They
left
an
impression.
The
only
mistake
they
made
was
asking
me
to
test
it.
C
C
So
we
have
to
thank
the
amazing
team
at
pony
cove,
namely
edmond
and
lisa.
Thank
you
so
so
much
for
all
your
fantastic
work
in
programming
and
coding,
and
doing
all
that
great
work
behind
the
scenes.
So
we
could
hear
from
an
amazing
ai
program.
I
think
I
had
such
a
great
job,
I'm
sure
all
the
audience
had
a
fantastic
time
as
well
elaine
from
github.
Thank
you
again
for
pulling
all
this
together
and
being
so
amazing,
coordinating
it
all,
thanks
for
chris
and
tim
from
mcw
events
for
putting
this
entire
thing
together.
C
This
has
been
such
a
great
experience
to
have
all
of
github
satellite
online
virtual
freely
available
for
everyone
around
the
globe.
It's
been
really
really
amazing.
We
want
to
thank
every
single
person
who
put
in
song
requests
in
order
to
train
the
ai
system,
which
we
thank
you
again
so
much.
We
want
to
thank
everyone
for
putting
in
their
results,
because
without
you
all
voting,
then
we
have
no
winner
and
last
but
not
least,
we
definitely
want
to
thank
larry.
C
Thank
you
so
much
for
all
that
work
that
effort
you
put
into
doing
your
lyrics
and
that
heartfelt
emotion
that
you
put
into
your
songs
as
well.
We
just
want
to
thank
you
so
much.
It
was
such
an
amazing
pleasure
just
to
sit
here
and
listening
to
you
battle
against
our
wrap
party
code
battle.
Is
such
a
cool
experience
here
are
results:
let's
bring
them.
C
C
Well,
the
numbers
speak
for
themselves.
They
do
not
lie.
Congratulations
to
larry
for
winning
the
pony
code,
ai
rap
battle,
your
heartfelt
emotion
and
effort
that
you
put
into
your
words,
got
across
the
finish
line
and
just
shows
that
people
really
value
human
connection
and
human
connectedness
during
this
fantastic
time.
This
crazy
time,
I
would
say
so
thank
you
again
for
being
here
and
congratulations
on
winning
the
pony
code
ii,
rap
battle
for
github
satellite
virtual.