Ilya Sutskever – We're moving from the age of scaling to the age of research - part 13/17
2025-11-25_17-29 • 1h 36m 3s
Ilya Sutskever (Co-founder and Chief Scientist)
00:00.440
intelligent
desires.
But
your
point
is
that
the
desire
is
maybe
this
is
not
your
point,
but
one
way
to
understand
it
is
the
desire
is
built
into
the
genome
and
the
genome
is
not
intelligent,
right?
But
it's
able
to
you're
somehow
able
to
describe
this
feature
that
requires
like
Ilya Sutskever (Co-founder and Chief Scientist)
00:15.320
it's
not
even
clear
how
you
define
that
feature
and
you
can
get
it
into
you
can
build
it
into
the
genes.
Yeah,
essentially.
Or
maybe
I'll
put
it
differently.
If
you
think
about
the
tools
that
are
available
to
the
genome,
it
says,
"Okay,
here's
a
recipe
for
building
a
brain."
And
Ilya Sutskever (Co-founder and Chief Scientist)
00:30.880
you
could
say,
"Here
is
a
recipe
for
connecting
the
dopamine
neurons
to
like
the
smell
sensor."
Yeah.
And
if
the
smell
is
a
certain
kind
of,
you
know,
good
smell,
you
want
to
eat
that.
I
could
imagine
the
genome
doing
that.
I'm
I'm
claiming
that
it
is
harder
to
imagine.
It's
Ilya Sutskever (Co-founder and Chief Scientist)
00:46.120
harder
to
imagine
the
genome
saying,
"You
should
care
about
some
complicated
computation
that
your
Dwarkesh Patel (Host)
00:53.120
entire
brain
that
like
a
big
chunk
of
your
brain
does.
That's
all
I'm
claiming.
I
I
can
tell
you
like
a
speculation
I
was
wondering
how
it
could
be
done
and
let
me
offer
a
speculation
and
I'll
explain
why
the
speculation
is
probably
false.
So
the
speculation
is
okay.
So
the
Dwarkesh Patel (Host)
01:08.920
brain
Ilya Sutskever (Co-founder and Chief Scientist)
01:10.120
it's
like
the
brain
has
those
regions
you
know
the
brain
regions
we
have
our
cortex
right
it
has
all
those
brain
regions
and
the
cortex
is
uniform
but
the
brain
regions
And
and
and
the
neurons
in
the
cortex,
they
kind
of
speak
to
their
neighbors
mostly.
And
that
explains
why
you
Ilya Sutskever (Co-founder and Chief Scientist)
01:26.920
get
brain
regions.
Because
if
you
want
to
do
some
kind
of
speech
processing,
all
the
neurons
that
do
speech
need
to
talk
to
each
other.
And
they
can
and
because
neurons
can
only
speak
to
their
nearby
neighbors,
for
the
most
part,
it
has
to
be
a
region.
All
the
regions
are
mostly
Ilya Sutskever (Co-founder and Chief Scientist)
01:39.600
located
in
the
same
place
from
person
to
person.
So
maybe
evolution
hardcoded
literally
a
location
on
the
brain.
So
it
says,
"Oh,
like
when
when
like,
you
know,
the
GP
Dwarkesh Patel (Host)
01:52.040
GPS
of
the
brain,
GPS
coordinates,
such
and
such.
When
that
fires,
that's
what
you
should
care
about.
Like
maybe
that's
what
evolution
did,
because
that
would
be
within
the
toolkit
of
evolution.
Yeah,
although
there
are
examples
where,
for
example,
people
who
are
born
blind
have
Dwarkesh Patel (Host)
02:05.040
that
area
of
their
cortex
adopted
by
another
sense.
And
I
have
no
idea,
but
I'd
be
surprised
if
Ilya Sutskever (Co-founder and Chief Scientist)
02:15.680
the
desires
or
the
reward
functions
which
require
visual
signal
no
longer
worked,
you
know,
people
who
have
their
different
areas
of
their
cortex
co-opted.
For
example,
if
you
no
longer
have
vision,
can
you
still
feel
the
sense
that
I
want
people
around
me
to
like
me
and
so
Ilya Sutskever (Co-founder and Chief Scientist)
02:33.840
forth,
which
usually
there's
also
visual
cues
for.
So,
I
actually
fully
agree
with
that.
I
I
think
there's
an
even
stronger
counterargument
to
this
theory
which
is
like
if
you
think
about
people,
so
there
are
people
who
get
half
of
their
brains
removed
in
uh
childhood.
Yeah.
And
Ilya Sutskever (Co-founder and Chief Scientist)
02:50.440
they
still
have
all
their
brain
regions
but
they
all
somehow
move
to
just
one
hemisphere,
which
suggests
that
the
brain
regions
the
their
location
is
not
fixed
and
so
that
theory
is
not
true.
It
would
have
been
cool
if
it
was
true,
but
it's
not.
And
so
I
think
that's
a
mystery,
Ilya Sutskever (Co-founder and Chief Scientist)
03:04.680
but
it's
an
interesting
mystery.
Like
the
fact
is
somehow
evolution
was
able
to
endow
us
to
care
about
social
stuff
very,
very
reliably.
And
even
people
who
have
like
all
kinds
of
strange
mental
conditions
and
deficiencies
and
emotional
problems
tend
to
care
about
this
also.
The
Ilya Sutskever (Co-founder and Chief Scientist)
03:21.280
AI
tools
like
like
defakes,
voice
clones,
and
agents
have
dramatically
increased
the
sophistication
of
fraud
and
abuse.
So,
it's
more
important
than
ever
to
actually
understand
the
identity
and
intent
of
whoever
or
whatever
is
using
your
platform.
Dwarkesh Patel (Host)
03:38.120
That's
exactly
what
Sardine
helps
you
do.
Sardine
brings
together
thousands
of
device,
behavior,
and
identity
signals
to
help
you
assess
risk.
Everything
from
how
a
user
types
or
moves
their
mouse
Ilya Sutskever (Co-founder and Chief Scientist)
03:50.080
or
holds
their
device
to
whether
their
hiding
their
true
location
behind
a
VPN
Dwarkesh Patel (Host)
03:55.200
to
whether
they're
injecting
a
fake
camera
feed
during
KYC
selfie
checks.
Sardine
combines
these
signals
with
insights
from
their
network
of
almost
4
billion
devices.
Things
like
a
user's
history
of
fraud
or
their
associations
with
other
higher
accounts.
So
you
can
spot
bad
Dwarkesh Patel (Host)
04:11.840
actors
before
Ilya Sutskever (Co-founder and Chief Scientist)
04:13.200
they
do
damage.
This
would
literally
be
impossible
if
you
only
use
data
from
your
own
application.
Sardine
doesn't
stop
a
detection.
They
offer
a
suite
of
agents
to
streamline
onboarding
tracks
and
automate
investigations.
So,
as
fraudsters
use
AI
to
scale
their
attacks,
you
can
Ilya Sutskever (Co-founder and Chief Scientist)
04:29.640
use
AI
to
scale
your
defenses.
Go
to
sardine.ai/thwart
cash
to
learn
more
and
download
their
guide
on
AI
fraud
detection.
What
is
SSI
planning
on
doing
differently?
So
presumably
your
plan
is
to
be
one
of
the
Dwarkesh Patel (Host)
04:45.020
frontier
companies
when
this
time
arrives.
And
then
what
is
presumably
you
started
SSI
because
you're
like
I
I
think
I
have
a
way
of
approaching
how
to
do
this
safely
in
a
Ilya Sutskever (Co-founder and Chief Scientist)
04:57.060
way
that
the
other
companies
don't.
What
what
is
that
difference?
So
the
way
I
would
describe
it
as
There
are
some
ideas
that
I
think
are
promising
and
I
want
to
investigate
them
and
see
if
they
are
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