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From YouTube: The Starling Lab and Fil+
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A
Well
pleasure
to
meet
everyone
good
morning.
My
name
is
jonathan
doden
and
I'm
the
co-founder
of
the
starling
lab,
which
is
a
joint
initiative
between
the
usc
foundation
and
stanford.
I
want
to
talk
to
you
a
little
bit
about
what
we've
been
doing
at
the
lab.
The
incredible
data
sets
that
we
have
and
some
of
the
hopes
that
we
have
for
restoring
our
data
with
the
falcoin
plus
verified
data
scheme.
A
So
just
a
little
bit
of
background
about
the
lab
we
got
started
about
two
years
ago
with
our
work
in
developing
a
framework
and
then
only
this
year
we're
finally
at
the
point
which
we're
actually
launching
an
address,
so
to
speak,
creating
a
lab
which
is
going
to
be
a
long-term
presence
on
both
of
the
campuses.
A
A
So,
to
talk
briefly
about
the
labs
approach,
we
follow
the
signal
flow
as
you
capture
store
and
then
verify
information
and
use
the
latest
decentralized
web
protocols
to
ensure
that
this
process
is
secure
and
filled
with
integrity
and,
most
importantly,
for
our
lab,
we
try
to
advance
the
cause
of
protecting
human
rights
and
so
to
do
that.
Our
end-to-end
signal
flow
is
open
source.
A
We
begin
with
something
that's
just
as
simple
as
a
mobile
phone
and
and
on
that
we
use
the
camera.
That's
on
board
to
collect
information,
but
also
compare
that
with
metadata,
such
as
network
information,
from
the
let's
say,
a
4g
or
5g
infrastructure,
gps,
gyroscope
time
and
date,
and
we
basically,
as
you,
take
photos
pair
that
metadata
with
the
image
and
create
that
package
such
that
we
are
able
to
sorry
one.
Second
there
it
is.
A
We
were
able
to
then
hash
the
image
and
then
sign
that
package
on
a
secure
enclave
which
is
on
the
device
and
then
that
finally
creates
the
secure
file
and
from
there
we
are
able
to
put
a
cid
on
it
and
create
small
shards
of
the
file,
which
we
then
put
out
to
a
distributed
network
which
includes
ngos
and
corporates
that
are
helping
universities
like
ourselves
and
then,
of
course,
individuals.
A
We've
pioneered
things
that
can
go
all
the
way
up
from.
You
know
an
enterprise
server
to
a
raspberry
pi,
so
we're
really
trying
to
create
a
diverse
network.
But
why
I'm
here
today
to
talk
to
you
all
is
that
we
also
want
to
turn
to
the
file
coin
community,
because
we
specifically
think
that
things
like
proofs
of
space
time
improves
the
replication,
are
critical
to
being
able
to
ensure
that
the
integrity
of
the
files
remains,
and
that
has
a
number
of
different
use
cases.
For
us.
A
It
can
help
with
encryption
and
in
addressability
and
cryptography.
We're
able
to
protect
witnesses,
clarify
imagery
and
then,
of
course
seek
justice,
and
this
is
very
hands-on
work.
We
are
working
with
the
leading
ngos
in
the
space
and,
in
some
cases,
even
prosecutors
to
try
to
strengthen
things
like
chain
of
custody
for
war
crimes
trials,
and
things
like
the
cryptography
that
we
can
provide
on
coin
are
a
key
to
that.
A
So
I'll
just
cover
our
last
little
bit,
which
is
to
show
you
how
this
is
not
just
also
behind
the
under
the
hood.
But
this
is
something
that
we
also
present
to
readers,
and
so
here,
if
you
look
at,
for
instance,
this
photograph
that
was
taken
on
inauguration
day,
we
worked
with
reuters
and
adobe
to
create
an
interface
where
you
could
see
the
information.
A
If
you
clicked
on
this
little
button
and
now
I'll
highlight
it
for
you,
you
can
see
the
photographer
and
the
date
and
the
location.
You
could
then
also
see
the
signature
that
was
provided
by
in
this
case
reuters
and
then
there's
your
city
id
and
your
actual
link
back
to
ipfs
and
to
filecoin.
So
this
is
very
much
meant
to
be
a
hands-on
thing
that
can
allow
readers
to
now
get
some
of
maybe
some
of
their
first
access
points
to
the
decentralized
web.
A
To
be
clear,
like
what
we're
doing
here
is
glacial
storage
with
you
all
we're
not
expecting
this
to
be
streaming
video
by
any
means,
but
that
said
you
know
there
are
we'll
talk
a
little
bit
about
retrievability
and
addressability
at
a
later
date.
But
what
we
can
say
is
there's
a
there's
tremendous
demand
for
just
creating
this
form
of
encrypted
storage
and
and
finally,
just
to
put
a
bow
on
it.
A
All
that
information
that
you
see
there
in
the
file
that
I've
mentioned
is
actually
stored
and
injected
directly
into
the
file
itself.
So
all
that
metadata
is
paired
with
the
image
pixels,
so
you
really
get
these
links
back
to
the
decentralized
web
as
a
full
unit
inside
of
the
photograph
itself
and
in
success.
A
We're
hoping
the
platforms
like
facebook
and
twitter
are
able
to
preserve
that
metadata
and
not
strip
it
out.
So
that's
part
of
working
with
you
all
is
creating
a
viable
proofs
of
concept
that
can
convince
those
types
of
social
media
networks
to
really
enhance
provenance
and
integrity
of
the
imagery,
which
is
on
their
systems,
okay,
and
to
wrap
up.
A
I
just
want
to
give
you
a
little
bit
overview
of
the
types
of
archives
that
we've
got,
so
the
biggest
archive
we
work
with
is
the
visual
history
archive
which
has
the
55
000,
plus
testimonies
of
the
survivors
of
genocide,
and
this
was
collected
over
25
years,
there's
nine
genocides
in
the
collection
and
cover
everything
from
the
armenian
genocide
at
the
beginning
of
the
century.
A
All
the
way
up
to
current
day
conflicts
in
myanmar
as
a
good
example
and
there's
nine
petabytes
worth
of
data
for
the
uncompressed
archive
and
there's
a
little
bit
less
than
one
petabyte
for
the
the
compressed
archive,
so
we're
working
on
finding
ways
to
store
that
very
quickly
with
falcoin
for
those
of
you
that
were
in
the
minor
x
program.
I
thank
you
so
much
for
your
interest.
It
is
all
logged.
We
know
who
you
are
and
excited
to
work
with.
A
You,
we've
been
working
with
deep
and
the
team
to
just
find
an
efficient
way
to
generate
car
files
that
we
can
get
out
to
you
all,
but
in
any
event,
this
project
is
very
much
still
on.
We've
also
been
working
with
reuters
and
we
have
some
really
exciting
new
archives
that
we're
putting
together
with
them.
Chief
among
them
is
the
archive
that
we
put
together
called
the
78
days,
which
you
can
go
to
the
website
of.
A
I
can
put
the
link
in
the
chat
which
covers
the
very
tumultuous
period
between
the
election
day
and
the
inauguration
day
and
that's
obviously
a
huge
area
of
concern
for
all
of
us
tracking
history,
and
we
want
to
make
sure
that
we
preserve
what
happened
during
that
time,
and
a
forthcoming
archive
is
going
to
be
on
the
black
lives
matters
movement
covering
the
incredible
moment
in
history
in
2020,
when
people
took
the
streets
to
march
and
making
sure
that
that
history
is
preserved
both
for
accountability
as
well
as
for
the
inspiration
for
what
that
moment
meant,
and
last
but
not
least,
we've
been
working
for
the
last
year
with
protocol
labs
and
doing
some
really
cool
stuff
in
the
amazon
rainforest
and
speaking
with
testimony
of
indigenous
elders
in
ecuador
and
looking
at
their
challenges
in
struggles
with
climate
change.
A
This
photo
series
was
done
by
an
award-winning
photographer
who
actually
used
the
tech
end
to
end
it's
pretty
incredible
and
we're
now
going
to
be
augmenting
his
work
this
summer
and
the
upcoming
wildfire
season
and
and
most
importantly,
we're
also
taking
to
the
skies,
and
we
have
a
forthcoming
partnership
with
planet.com,
where
we're
going
to
be
able
to
take
years
of
information
they
have
from
their
satellite
imagery.
A
There's
got
about
a
petabyte
worth
of
information
that
we've
been
looking
at
and
and
preserving
basically
the
effects
of
climate
change
from
their
vantage
point,
so
all
really
important
stuff,
and
none
of
it
could
happen
without
you
and
the
falafel
oneplus
community.
So
we're
really
glad
to
be
a
part
of
this
and
excited
to
make
bridges
to
you
all
thanks.
So
much.