►
Description
This talk was given at IPFS Camp 2022 in Lisbon, Portugal.
A
This
is
going
to
be
a
challenge
talking
with
you
after
marting,
our
discourse,
graphs
Ambassador
did
a
great
job
of
promoting
this
course
graphs,
and
now
we
can
push
the
frontier
of
research
forward,
so
I'm
Sylvia
I'm,
a
research
program
manager
for
the
network
research
team
at
protocol
Labs,
the
team
that
you
mentioned
several
times
but
I'm,
giving
him
some
value
attribution
back
because
we
felt
very
honored
when
someone
just
came
up
with
our
data
model
and
deployed
it
in
a
very.
We
have
three
way
that
is
kind
of
seemingly
for
researchers
as
well.
A
But
enough
about
that.
Let
me
tell
you
about
what
we
do.
Network
research
identifies
and
uses
leverage
points
within
science
as
a
system
to
align
researchers
and
research,
funders
and
I'm.
Here
to
talk
about
how
research
roll
mapping
can
be
used
to
map
the
unknown
and
improve
foresight,
coordination
in
science
as
well,
so
Humanity
has
long
thrived,
strive
to
map
everything
and
we
developed
navigation
tools
and
instruments
to
support
them
and
since
you're
in
Lisbon,
you
might
want
to
take
a
look
at
these
beautiful
monuments
of
the
Portuguese
discoveries.
A
A
A
How
know
how
to
get
to
the
best
Lisbon
landmarks
or
know
where
to
buy
something
in
the
middle
of
the
night
and
the
optimal
path
between
points
A
and
B
is
not
necessarily
the
same
for
everyone.
If
I'm
using
visiting
a
new
country,
I
usually
want
a
scenic
route
where
locals
might
wish
to
my
twitch
for
the
quickest
way
to
get
to
their
x
marks
on
the
map.
A
So
where
am
I
going
roadmaps
are
an
instrument
of
coordination
and
decision
technology
companies,
draft
and
publish
their
own
product
roadmaps
to
Signal
customers,
developers
and
end
users
of
their
next
milestones
and
dependency.
Graphs
mapping
their
known
nodes
and
non-nodes
to
find
the
optimal
and
alternative
passes
to
develop
and
deploy
a
tech
solution
or
product
the.
A
On
the
other
hand,
we
have
funding
agencies,
sponsoring
the
design
of
ethical
and
breakthrough
roadmaps,
hoping
to
highlight
the
past
with
the
highest
probability
of
impact
and
success,
moving
their
money
towards
projects
along
those
paths,
researchers
and
academics
synthesize
their
own.
Every
time
they
look
for
a
new
hypothesis
to
test
a
problem
to
solve
or
a
new
experiment,
to
run.
A
They
outline
the
problem
space
and
highlight
promising
routes
toward
a
research
solution,
an
attempt
to
map
non
unknowns
and
hypothesize
about
unknowns
and
knowns
the
gray
areas
of
the
map
we
want
to
cover
with
roads,
as
we
extend
the
boundary
of
Humanity's
knowledge
and
Bridging
the
universe
The
Innovation
cost
requires
distributed
coordination
of
the
of
the
discovery
of
new
facts,
the
blue
part
of
things,
the
research
part
of
things
and
the
invasion
of
new
forms.
Well,
actually,
it's
the
other
way
around.
A
Invention
of
the
new
forms
is
actually
research,
I
might
have
split
the
colors
around,
so
we
need
to
make
these
road
maps
talk
somehow
create
these
multi-layer
road
maps
that
design
well
scoped
goal.
Center
research
initiatives
suggest
new
value,
research,
Direction
and
assemble
stakeholders
to
match
problems
and
capabilities
to
maximize
positive
impacts.
A
In
fact,
what
we
want
is
an
iterative
and
shareable
coordination
model
that
discover
distributed
path,
findings
and
embeds
incentives
to
create
research,
public
goods
did
I
lost.
You
already
I
hope,
you're
still
with
me.
Network
research
wants
to
bring
the
open
source
mindset
to
research,
World
mapping
who
haven't
said
that
we
need
the
GitHub
for
research.
A
So
we
want
to
promote
immediate
and
continuous
sharing
of
research,
Visions
goals
and
Milestones
to
enable
others
in
the
space
in
the
space
to
decide
if
and
how
they
can
collaborate
or
push
others
contributions
forward.
So
roadmaps
shouldn't
be
an
aesthetic
document.
They
should
be
fought,
adapt
and
merge
back
a
dynamic
instrument
to
visualize
visualize
who's
making
or
funding
Watts.
Why
and
what's
next
an
instrument
that
is
composable
interoperable,
credible
Expendable,
so
that
any
stakeholder
in
research-
and
this
includes
researchers,
vendors,
industry
teams,
ethicists
Technologies
industry-
lives?
A
In
fact
anyone
that
that
is
passionate
about
research
and
moving
us
forward
Earth.
So
they
can
engage
in
this
permissionless
dialogue
and
coordinate
easier
and
align
towards
a
global,
Optima
well
and
similar
to
Portuguese
people
during
the
age
of
discoveries.
We
need
tools
and
instruments
to
map
the
opportunities.
A
A
There's
a
romjs
plugin
to
create
discourse
graphs
same
page
is
working
on
the
interoperability
between
tools
for
thoughts
so
that
you
can
share
and
collaborate
on
a
graph
regardless
of
your
favorite
tool
and,
of
course,
lateral
that
you
heard
about
today
and
P
also
also
funds
Bitcoin
around
git
coin
runs
on
decentralized
science.
So
consider
applying,
and
we
also
believe
that
research,
World
mapping
is
a
service
that
should
be
provided
to
the
scientific
Community.
We
want
a
space
for
this
dialogue
to
happen.
We
also
several
discussion
forums.
A
We
presented
several
design
and
finding
the
commons
events
to
spread
the
world
of
research
Road
mapping,
but
we
actually
had
to
decentralized
AI
roadmap
at
this
CyberLink
with
some
familiar
faces
in
this
audience
and
I'm
also
super
excited
to
announce
that
in
the
coming
weeks,
we'll
have
our
website
live
with
a
lot
of
content
about
information
models,
tools,
roadmap,
examples
and
frequently
asked
questions.
So
you
can
start
Road
mapping
now,
plus
other
exciting
news
to
come
so
stay
tuned.
A
A
So
that's
easier
to
convert
any
conversation,
any
dialogue
that
researchers
have
between
them
into
an
iterative
and
possible
graph
to
make
research
past
discoverable,
we'll
continue
supporting
the
development
of
tooling
and
infrastructure
that
improve
collaboration
and
interoperability,
features
to
expand
the
scope
of
free,
open
source,
Tools
For
Thought
used
for
World
mapping
and
will
soon
elicit
external
roadmaps
to
create
a
portfolio
of
actual
roadmaps.
We
want
to
encourage
researchers
or
teams
to
map
the
problem,
space
of
their
areas
of
concern
or
expertise,
identifying
High
leverage,
nodes
and
paths
to
attach
incentives
or
scope,
research
initiatives.
A
These
roadmaps
are
expected
to
provide
a
mechanism
to
design
investment,
thesis
or
the
risk
Investments
or
even
the
reputation
of
researchers
that
are
conducting
this.
They
are
supposed
to
be
actionable.
You
can
have
discourse
graphs
result
graphs
on
top
of
that,
with
your
claims
that
that's
the
best
path
to
pursue
to
a
specific
goal
and
we're
designing
a
hub
to
share
and
iterate
on
this
world
map.
So
any
stakeholder
can
engage
in
this
structure
planning
and
distributed
discoverability
of
high
positive
impact
research.
A
And,
of
course,
we
can
think
of
several
technological
solutions
that
make
it
even
better,
such
as
create
automations
to
expand,
linked,
ontologies
and
roadmaps
and
attach
distributed
ideas
to
them
after
all,
we're
at
the
ipfs
camp.
So
we
can
certainly
use
the
system
to
make
sharing,
iteration
and
queryability
of
roadmaps
easier.
We
can
design
apis
to
establish
composability
and
interoperability
protocols
and
facilitate
the
conversion
of
roadmap
in
ontologies
or
improve
graph
visualizations
or
query
our
graphs
in
a
simpler
way,
too
much
information.
A
Already,
let's
go
with
an
example,
so,
as
protocol
labs,
when
we
want
to
incentivize
research,
we
usually
start
by
empowering
experts
to
share
latent
knowledge
and
find
leverage
points
in
a
research
Network.
So
there's
this
there's
this
phase
of
understanding
the
current
state
of
knowledge,
Frontier,
the
literature
review
that
we
can
easily
amplify
or
simplify.
A
Now,
if
you
use
lateral,
for
example,
and
then
we
identify
our
dependencies,
our
missing
links
between
milestones
and
we
create
this
requests
for
proposals
to
Signal
other
researchers
in
the
space
or
people
in
the
space
that
oh,
this
is
what
we
discovered.
That
is
missing,
and
this
is
why
we
think
that's
important
and
better
off.
A
Us
if
you
want
to
be
part
of
this
mapping,
experience
join
our
public
Discord
server,
where
we
openly
discuss
this
and
other
meta
science
topics
or
attend
our
series
of
Journal
clubs
and
research
salons,
the
open
forums
where
most
of
these
ideas
are
discussed,
iterated
extra
space
for
researchers.
Actually,
so
all
this
information,
new
releases
or
announcements
will
be
linked
to
the
website
researchworldmaps.ai.