►
From YouTube: Hummingbot Q2 Roadmap | Hummingbot Live
Description
**Important Disclaimer: **
1. The content of this video does not constitute investment, financial, legal, or tax advice.
2. No guarantee of profit: CoinAlpha/Hummingbot does not claim that liquidity mining and participation in liquidity mining campaigns and crypto trading will be profitable, however measured, for the user.
A
A
I
know
we're
already
one
month
in,
but
in
the
interest
of
transparency,
we're
going
to
try
to
you
know,
be
more
public
about
what
we're
working
on
coming
by
and
so
we'll
try
to
do
this
kind
of
quarterly.
You
know
to
if
we're
not
going
forward,
so
we'll
get
started
in
a
few
minutes,
just
waiting
for
a
few
more
folks
to
join.
A
But
I
want
to
make
sure
we
answer
anyone's
questions
during
this
time,
and
so,
if
you
have
any
questions
about,
you
know
the
roadmap
for
hummingbot
or
hung
out
miner
or
anything
else
with
their
ecosystem.
You
know
feel
free
to
put
in
the
chat
and
I'll
try
to
read
them
out
and
answer
them
as
I
go
through
it,
but
anyway.
So
overall,
I
just
want
to
thank
everyone,
for
you
know
using
hummingbird.
A
You
know
as
an
open
source
project,
we
really
rely
on
our
global
community
of
users
to
to
run
bots
and
and
the
way
that
we
keep
on
sustainable
is
with
a
minor
platform.
So
we
really
are
a
kind
of
a
truly
open
source
project.
A
In
that
you
know,
it's
really
the
power
of
our
community
and
all
the
bots
are
running
that
allows
us
to
sustain
the
development
of
so
with
that
yeah,
so
I'll
kind
of
start
and
kind
of
explain
where
we
are
today
and
kind
of
what
we're
working
on
in
the
second
quarter
of
the
series
so
see.
So,
let's,
let's
wait
for
a
few
more
folks
to
join
we'll
get.
A
A
All
right
all
right
sounds
good,
so
thank
you
for
joining
another
edition
of
plymouth
live
so
today
we're
gonna
go
over
the
second
quarter,
2021
roadmap
for
hummingbike.
So
it's
been
a
it's
been
a
long
journey
getting
here,
it's
been,
I
think,
over
two
years,
since
we
launched
first
launch,
we
bought
and
and
now
we're
really
gonna
kind
of,
accelerate
going
forward
and
launch
even
more
products
going
forward
in
the
second
quarter.
A
So,
first,
first
of
all
this
today
discussion
is
really
for
instructional
and
educational
purposes.
Only
so
anything
I
say
is
really
for
dental
purposes.
Nothing
we
say
here
is
really
legal
tax
or
financial
advice.
A
So
and
of
course,
when
you're
running
bot,
it's
local
software
you're
running
so
please
be
careful
to
you
know,
set
the
parameters
carefully
and
and
not
risk
too
much
for
your
own
capital,
unless
you,
until
you
get
familiar
with
it
so
coming
up
today,
has
really
become
kind
of
like
you
know:
we've
really
grown.
The
number
of
exchanges
exchange
connectors
have
come
about
over
the
past
couple
years
and
we
started.
It
was
really
just
kind
of
spot
exchanges
like
finance.
Since
then,
we've
added
a
lot
more
other
centralized
exchanges.
A
We've
also
added
support
for
perpetual
trading
on
a
lot
of
those
exchanges
as
well,
but
the
the
big
reason
why
we
start
in
the
first
place
was
always
to
kind
of
allow
people
to
trade
equally
on
both
centralized
and
decentralized
exchanges.
So
from
the
get-go
we
try
to
support
both
dexas,
like
xerox,
radar
relay
and
other
you
know
decentralized
exchanges
alongside
all
of
our
central
exchanges.
A
So
in
the
last
year
we
also
made
a
big
push
into
adding
amms,
so
we
had
a
component
called
gateway
that
allows
us
to
integrate
into
uni-swap
cello.
A
You
know
terra
and
other
amps,
and
so
today
I
think
that
hummingbird
has
really
kind
of
become
like
the
kind
of
the
standard
for
bridging
like
centralized
changes
and
decentralized
exchanges.
It's
a
really
valuable
in
our
opinion,
public
utility
that
just
saves
people
a
lot
of
time.
You
know
it's
not
fun.
Writing
low-level
exchange
integrations,
but
someone
has
to
do
it.
But
for
us
what
we
want
is
for
us
to
do
it
once
and
allow
anyone
in
the
world
to
reuse
that
works.
A
But
what
really
keeps
it
sustainable
and
allows
us
to
kind
of
fund
the
development
bot
is
really
what
we
launched
the
beginning
last
year,
which
is
something
about
minor
and
so
miner
is
really
the
platform
where
people
are
with
taking
coming
back,
run,
market
making,
bots
and
provide
liquidity
for
various
exchanges
and
issuers
of
tokens
out
there.
A
So
we
launched
minor
on
binance
in
may
in
march
2020.
You
know
it's,
it
grew
slowly
throughout
2020
and
it
really
accelerated
toward
the
latter
half
of
last
year.
You
know
we
saw
volumes
really
pick
up.
A
You
know,
along
with
everyone
else,
in
the
market
really,
but
but
this
is
also
because
we
started
adding
more
and
more
campaigns
we
also
added
kucoin,
and
so
since
today
you
know,
miner
has
done
1.5
and
trade
volume
paid
out,
600
000
in
rewards
to
over
2
000,
individual
and
professional
market
makers,
whom
we
call
liquidity
minors.
A
A
A
So
so
that's
where
we
stand
now,
but
obviously
you
know
there's
a
lot
happening
under
the
hood.
Hummingbird
is
a
growing
company
and
in
because
we
are
an
open
source
company.
At
the
end
of
the
day,
we
want
to
be
fully
transparent
with
the
community
what's
happening
and
where
we're
going
so
today,
I'm
going
to
talk
about
first
we're
hummingbot,
what
we're
doing
honeybot
on
the
open
source
side
in
second
quarter
and
then
I'll
talk
about
what
we're
doing
about
minor
for
the
second
quarter
of
this
year.
A
So
at
humminbot,
there's,
probably
one
big
kind
of
like
thing
that
we're
working
on
that
that
we're
gonna
ship
pretty
soon
and
so
happy
to
announce
we're
gonna
to
we're
working
on
a
connector
and
a
strategy
for
union
swap
v3,
so
unison
v3
is
really
like.
In
our
opinion,
it's
really
kind
of
a
an
incredibly
valuable
change
in
uni,
swap
because
for
the
first
time
now,
market
makers
can
have
more
control.
A
The
liquidity
providers
can
have
more
control
over
their
orders
and
also
be
more
capital
efficient
and
how
they
deploy
those
orders.
That's
because
they
can
set
what's
called
a
range
order
that
in
which
they're
only
providing
liquidity
to
prices
within
that
range,
and
so
if
the
price
falls
outside
the
range,
then
they're
no
longer
providing
liquidity
anymore
so
that
that
really
does
two
things.
The
first
is
that
it
it
it.
Actually,
it
makes
kind
of
like
these.
A
These
range
orders
are
kind
of
like
a
hybrid
between
the
older
unicorn
model
and
and
kind
of,
like
you
know,
a
limit
order
in
the
shop
order
book
sets.
So
so
now.
This
is
kind
of
this
hybrid
range
order
available
and
in
our
opinion,
this
makes
it
actually
quite
interesting
for
professional
market
makers,
and
you
know
traditional
order.
A
Marketers
now
participate
because
now
they
can
have
control
over
the
positions,
they
can
have
more
capital
efficiency,
but
on
the
flip
side
you
know,
because
now
it's
a
dynamic
position,
you
probably
need
some
type
of
automated
tool
to
manage
that
position.
So
that's
why
you
know
from
our
standpoint
you
know
as
soon
as
we
saw
the
announcement
and
read
the
white
paper,
we
we
thought
there
was
opportunity
for
us
to
work
with
you
swap
so
you
know
we've
been
talking
to
them
for
the
past
few
weeks.
A
You
know
prototyping
a
a
connector
and
a
strategy
that
might
work
with
doing
swap
and
and
so
and
actually
we've
gotten
the
point
where
rush,
pretty
confident
that
we'll
be
able
to
ship
something
that
allows
union
swap
lps
to
automate
their
their
position
management.
You
know
like
on
or
around
the
time
that
utah
v3
launches
this
is
going
to
be
kind
of
really
really
like
a
very
rough
prototype
for
bot.
A
Initially
anyway,
because
you
know
both
the
units
of
v3
is
new
and
what
we're
building
here
in
terms
of
strategy
connectors
also
so
so
I
think
the
very
first
version
will
be
highly
experimental,
but
we
do
plan
to
work
with
uni
swap
to
kind
of
iterate
on
this
and
and
improve
it
and
kind
of
every
version
of
human
bond
going
forward
this
year,
because
you
know,
in
our
opinion,
this
is
really
the
first
time
that
a
kind
like
a
professional
market
maker,
it
really
makes
sense
for
them
to
explore
greece
rob
and
to
kind
of
deploy.
A
This
thing
has
strategies
that
they
might
have
done
before,
and
so
we
think
that
now
there
really
should
be
kind
of
like
an
even
greater
adoption
of
kind
of
liquidity
and
defy,
and
we
as
hummingbird
you
know
we
want
to
support
that.
So
that's
why
utah
v3
is
probably
the
like
a
a
big
focus
for
our
entire
company
and
we're
working
hard
to
try
to
ship
it.
A
You
know
like
basically
in
the
main
release
right
after
the
the
use
of
e3
launches
so
and
then
in
addition,
well
we're
also
working
on
a
few
other
things.
This
quarter
that
are,
we
planning
to
you,
know
ship
in
the
next
two
months,
so
one
of
them
is
the
avalonada
market
making
strategy
which
alvarnata
has
we.
A
We
actually
released
the
initial
version
of
strategy
in
the
last
release,
and
and
overall
we
think
that
alpha
nada
as
a
marketing
strategy
is
kind
of
like
is
it
takes
us
in
a
kind
of
more
professional
direction
for
marketing
strategies,
because
the
online
marketing
strategy
is
based
on
a
classic
academic
paper
written
by
avalon
storkov.
A
That
kind
of
defines
a
simple
model
for
how
how
a
professional
marketing
operation
work
and
so
we've
kind
of
like
we've,
not
only
can
replicate
the
model.
You
know
mathematically
in
the
strategy,
but
we've
also
created
an
easier
version
of
that
model.
That
kind
of,
like
you
know,
uses
the
symbol.
The
same
parameters
that
you
would
use
today
like
setting
spreads
order
sizes
to
kind
of
like
define
the
mathematical
constants
used
by
that
strategy.
A
So,
overall,
we
believe
that
it's
a
more
like
an
academically,
rigorous
approach
to
market
making
it's
still
highly
customizable,
but
we
believe
that
you
know
using
a
mall
like
this.
Instead
of
kind
of
a
more
deterministic
model
like
peer
market
making
offers
a
better
foundation
for
market
makers
and-
and
I
think
going
forward-
we
plan
to
expand
that
by
looking
at
other
academic
papers
in
this
realm.
A
Market-Making
is
a
very
rich
area
of
of
kind
of,
like
you
know,
research
and
and
academic
research,
especially
given
kind
of
how
much
data
there
is
today.
You
know
the
presence
of
like
machine
learning,
algorithms,
everything
there's
a
lot
of
kind
of
like
you
know
areas
we
can
explore
at
the
intersection
of
kind
of,
like
you
know,
market
making.
You
know
kind
of
like
this,
like
data
science,
machine
learning
and
also
a
bot
that
can
kind
of
automate
everything
together.
A
So
you
know,
and-
and
I
think
that
yeah
so
so-
and
overall,
because
we
as
hummingbird,
we
want
people
to
run
market
making
bots
safely
and
to
make
money
running
marketing
to
buy
a
minor
platform.
Now
anything
we
can
do
to
kind
of
you
know
improve
how
how
our
users
are,
or
you
know
how
they,
how
safe
they
are,
how
much
public
management?
How
can
they
manage
risks
are
always
things
we
want
to
do
with
the
bond
in
order,
so
they
can.
You
know,
basically
if
they
make
money.
A
That
also
helps
us
make
money
too.
So,
in
addition,
we
also
plan
to
kind
of
refactor
our
our
connectors
right
now.
A
So
in
the
past
year,
we've
added
a
lot
of
exchange,
characters
on
both
the
centralized
exchange
side,
but
also
on
the
decentralized
side
of
the
gateway
and
and
so,
and
what
we've
seen
what
we're
seeing
now
is
that
sometimes,
like
you
know
recently,
we
had
to
you
know,
stop
the
review
of
certain
connectors
because
you
know
like
when,
even
though
it
passed
the
governance
process
and
passive
unit
tests,
the
actual
operation
of
countries
wasn't
kind
of.
A
You
know
working
well
enough,
first
immersion
code
base
and
so
for
us
now
that
we're
seeing
many
more
external
contributions.
I
think
it's
important
that
we
kind
of
go
back
and
refactor
some
of
the
connectors.
We
have
and
rewrite
some
of
the
unit
tests
so
that
it
allows
external
developers
to
write
to
a
standard
which
they
can
actually
get
merchant.
A
So
right
now,
I
think
some
of
our
countries,
especially
the
decentralized
ones
and
gateway
kind
of
lack
some
of
the
tests
and
some
of
the
code
rigor,
that's
really
needed
for
external
developers
to
successfully
you
know
not
waste
a
lot
of
time,
trying
to
figure
out
what
we
want
yeah
and
for
our
review
team
to
be
able
to
kind
of
check
a
connector
written
by
someone
else
and
and
be
able
to
assess
whether
it
actually
it
does
work
or
not
through
the
union
tests.
A
So
so,
overall,
that's
kind
of
why
we
kind
of
put
a
freeze
on
our
how
quickly
we
can
accept
new
connectors,
because
I
think
we
have
to
go
back
and
and
kind
of
you
know
rejigger
this
process
over
the
next
two
three
months.
In
order
to
be
able
to
accept
external
contributions,
you
know.
Well,
so
you
know
I.
A
I
know
that
yeah
there's
a
lot
a
lot
of
exchanges
out
there
that
want
to
kind
of
get
their
connectors,
worked
on
emergency
code
base
and
we're
highly
cognizant
of
that
fact,
and
we
want
to
support
them
as
well,
but
I
think
you
know
from
our
standpoint:
we
want
to
make
sure
that
the
level
of
quality
in
the
hungarians
is
high.
A
So
that's
why
I
think
we
need
to
do
this
refactoring
in
order
to
maintain
that
power
of
quality
but
and
lastly,
but
not
last
but
not
least,
we
also
putting
our
own
like
a
focus
on
enabling
people
to
build
their
own
strategies.
A
Hummingbird
is
if
the
toolbox,
it's
an
open
source
toolbox
that
allows
you
to
build
anything
you
want.
That's
is
really
any
automated
process
that
takes
in
account
the
changing
state
of
the
market.
So
whether
it's
a
you
know
something
rebalance
your
portfolio,
something
that
sells
a
block
of
your
tokens,
liquidation
and
there's
as
many
kind
of
possible
use
cases
for
for
homeowner
strategies.
And
so
you
know
we
are
we're,
starting
to
kind
of
we've.
Already.
A
We've
recently
updated
our
documentation
on
how
to
create
strategies
hummingbird
and
we
are
supporting
and
sponsoring
with
all
this
bitcoin
at
the
open,
d5,
hackathon,
and
so
one
of
the
bounties
is,
I
think,
we're
giving
away
four
thousand
dollars
in
in
bounties.
One
of
them
is
for
like
a
new
home
strategy,
and-
and
I
believe
our
our
the
engineer
jack
is-
is
giving
a
workshop
on
strategy
creation.
A
So
so,
if
you're,
if
you're
interested
check
out
our
discord
or
check
out
the
open
device,
hackathon
information
at
gateway.
A
So
next
let
me
talk
about
what's
going
on,
for
whom
about
minor
for
second
quarter
this
year
minor,
you
know
minor,
it's
minor
is
our
liquidity,
mayan
platform
where
people
can
earn
rewards
by
providing
liquidity
to
various
issues
and
exchanges.
A
A
A
So
when
we
talked
to
a
lot
of
our
kind
of
like
our
our
token
partners,
a
lot
of
them,
you
know
highlighted
the
fact
that
they're
listing
on
on
snx-
and
so
that's
why
we
engage
inside
to
have
to
support
them
and
to
have
them
be
our
third
equity
mining
exchange.
So
we're
also
entering
into
a
partnership
with
the
sandex
we'll
be
working
with
them
very
closely
to
support
their
new
listings.
So
you
can
expect
to
see
a
number
of
new
campaigns
when
we
launch
on
ascendex.
A
So
so
that's
that's
a
big
thing
and,
and
every
exchange
we
add
to
oil
miner
because
what's
really
happening
is
we're
collecting
real-time
order
book
data
from
thousands
of
users
at
scale
and
then
processing.
You
know
real
real
real
rewards
with
token
rewards
and
paying
people
out
on
that
basis.
So
so
the
engineering
lift
that
goes
into
a
new
exchange.
A
Integration
for
minor
is
quite
heavy,
and
that's
why
you
know
we
we
we
we
plan
on
integrating
to
up
to
about
a
few
more
exchanges
by
end
of
this
year.
But
the
reason
we're
running
x
is
because
we
feel
like
they're
they're
they're,
both
a
rising
star
they're
like
they're,
one
of
the
fastest
growing
exchanges
of
crypto,
but
but
they're
also,
you
know
we're
working
with
them
to
actually
support
a
lot
of
the
new
listings.
A
And,
in
addition,
there's
we
also
want
to
announce
a
few
other
things
related
to
minor
number
one.
We've
added
a
number
of
different
payout
chains
recently,
and
I
know
recently
there's
been
some
user
experience
issues
around
payouts.
You
know
certain
chains,
you
know
we
had
issues
paying
amount
of
time
and-
and
so
I
I
think,
you'll
see
that
get
a
lot
more.
A
You
know
robust
over
the
next
few
months
we
were
staffing
up
the
engineering
to
support
that
that
area
and,
in
addition,
because
there's
a
lot
of
a
lot
of
blockchains.
Like
you
know,
transactions
are
really
the
purpose
of
washington's
and
and-
and
we
found
that
you
know
the
like,
you
know
the
experience
of
receiving
tokens
in
one
wall.
Another
is
very
important
for
for
users,
and
so
for
us.
It's
also
important
for
us
to
make
sure
that
our
users
they
get
the
tokens
where
they
want
them.
A
So
you
know,
if
you
want
them
on
exchange,
we
should
send
your
exchange
wallet.
If
you
want
them
to
your
native
token
wallets.
We
should
also
send
you
there
so
overall
we're
gonna
try
to
just
improve,
like
kind
of
like
you
know,
the
overall
experience
of
getting
rewards
to
getting
the
transaction
receipt
for
them,
and
just
you
know
just
knowing
that
you
know
how
you're
getting
your
payouts
and
then
and
to
assist
with
that
related
that
we're
going
to
release
a
public
miner
api.
A
So
this
is
a
api
where,
as
a
user,
you
can
use
it
to
like
get
programmatic
information
about
the
rewards,
the
markets,
as
well
as
your
own
historical
rewards
and
orders,
and
other
kind
of
like
order,
trade
data
so
and
so
overall,
we
think
that,
for
a
lot
of
our
more
serious
miners
who
are
kind
of
you
know,
running
multiple
bots,
you
know
and
who
are
developers,
I
think,
having
an
api
that
allows
them
to
intelligently
switch
their
bots
around,
to
earn
the
highest
yields
or
to
you
know
or
to
do
other
rebalancing
type
of
operations
is
a
is
a
big
great
benefit,
and
so
that's
why
we're
launching
api
pretty
soon
and
and
then.
A
Finally,
finally,
so
we're
we're
going
to
redesign
the
miner
app
a
bit
currently
we're
kind
of
in
the
middle
of
redesigning
it,
and
so
you
should
see
like
something
coming
online
in
the
next
few
months.
We'll
probably
approach
it
incrementally,
but
one
of
the
features
will
be
a
dark
mode,
so,
like
every
other,
you
know
which
is
pretty
much
requirements
for
every
crypto
app
these
days,
so
so
yeah.
A
So
that's
all
that's
coming
soon
and
I
hope
everyone
is
is
excited
behind,
because
for
us
you
know
we're
we're
very
excited
about
what
2121
holds
for
the
crypto
market
and
us
in
general,
because
there's
so
many
new
exchanges
and
protocols
coming
online
now
that
we
think
the
the
need
for
something
that
bridges
all
of
them
together
and
allows
and
traders
developers
to
just
interact
and
to
save
them
time
when,
when
doing
all
this
stuff
is,
is
a
necessary
utility
market
and
so
for
us.
A
We
want
to
serve
that
need,
and
we
want
to
try
to.
You
know
really
be
the
the
open
source
kind
of
like
community,
but
also
the
the
soft,
the
technical
kind
of
software
that
serves
all
the
traders,
and
so
let's
see,
I
hope,
if
any
questions
please
put
them
on
the
chat.
I'm
gonna,
I'm
gonna
stick
around
for
another
few
minutes
and
just
you
know,
hang
out
and
chat
if
people
want
and
otherwise.
A
Looks
like
we
have
one
comment:
let's
see
from
sean
wolfe,
some
great
improvements
looking
forward
to
the
payout
changes
getting
an
ethereum
token
somewhere,
they're
usable
is
always
very
difficult,
and
and
yes,
the
mining
api
sounds
great
too
yeah
yeah.
We
agree.
We
think
that
I
mean
you
know
we
kind
of
have
this
kind
of
chaos
model
where
we
actually
pay
people
to
tokens,
and-
and
so
we
yeah.
A
We
do
believe
that
at
least
for
us,
that's
we'll
just
stick
with
that
model
and-
and
I
think
we
weren't
trying
to
give
people
a
choice.
You
know
so,
if
you're
getting
a
certain
token
like
tether,
we
want
you
to
choose
like
which
blockchain
you're
getting
on
and
which
address
on
that
blockchain
website
too.
So,
if
you
want
to
send
an
exchange
wallet,
then
maybe
you
know
you
want
you
want
to
get
that
token
on
the
buyer's
chain,
so
you
can
send
to
binance.
A
But
if
you're,
let's
say
if
you're,
let's
say
you
want
that
will
be.
Maybe
you
want
to,
you
know,
send
it
to
a
hobby
erc20
address
or
something
instead,
so
so
overall,
I
think
that
the
blockchain
world
is
is
very
there's
many
places
where
tokens
can
go
and
the
transaction
cost
and
the
time
it
takes
to
get.
There
is
always
something
that
we
all
face.
A
A
Let's
see
some
other
comments.
Another
question
from
sean
are
non-strategy
based
hacks.
Welcome
at
the
hackathon.
That's
a
great
question,
so
I
would
say
this
one,
probably
not
because
this
is
organized
by
gatecoin,
so
they're
trying
to
kind
of
like
it's
us
and
a
bunch
of
other
sponsors
who
are
sponsoring
a
kind
of
set
of
bounties
and
so
for
us.
We
started
two
bounties.
A
One
bounty
is,
I
think,
for
the
person
in
the
crates
best
strategy
and
and
also
one
for
the
person,
oh,
who
creates
kind
of
like
the
best.
Oh
the
best
addition
to
the
a
mr
strategy
we
have,
but
so
I
think
that
one,
I
think
is
focused
on
developers,
so
I
don't
I'm
not
sure
that
oh
actually
yeah,
so
so
there
is
a.
I
think.
I
think
there
are
some
non-strategic
hacks
so
yeah,
so
I
would
actually
check
out
the
the
the
open
defy
issue
list.
A
A
I
think
that
might
be
eligible
for,
like
the
tips
category
that
that
we
have
with
the
hackathon
as
well,
but
overall
hackathons
are
actually
kind
of
like
an
area
that
we
want
to
do
more
of
because
you
know
we
recognize
that
human
bond
is
an
open
source
project.
We
want
to
support
the
community.
So
in
the
past
I
think
you
know
we
we
didn't.
A
We
just
didn't
have
the
documentation
that
could
really
allow
people
to
actually
build
strategies,
but,
but
now
I
think
we
actually
do
have
more
of
that
available,
and
so
that's
why
now
I
think
we
can
support
users
who
want
to
build
their
own
strategies
from
a
technical
perspective.
So
that's
how
we're
starting
now,
but
it's
it's
it's
going
to
be
kind
of
slower,
because
I
think
we're
trying
to
also
try
to
kind
of
have
those
same
developers
also
write
code
as
well.
A
So
I
think
I
think
that
you
know
trying
to
kind
of
gain
data
documentation.
Supporting
hackathons
is
definitely
something
you'll
see
us
do
the
summer
and
in
the
fall,
let's
see,
I
think,
let's
see,
looks
like
that's
pretty
much
it
from
the
questions
anything
else
from
the
from
the
crowd.