Ilya Sutskever – We're moving from the age of scaling to the age of research - part 15/17
2025-11-25_17-29 • 1h 36m 3s
Dwarkesh Patel (Host)
00:00.000
What
as
speaking
of
forecast,
what
are
your
forecast
to
this
system
you're
describing
which
can
learn
as
well
as
a
human
and
subsequently
as
a
result
becomes
superhuman?
Ilya Sutskever (Co-founder and Chief Scientist)
00:11.680
I
think
like
5
to
20.
Dwarkesh Patel (Host)
00:14.520
5
to
20
years?
So
I
just
want
to
unroll
your
how
you
might
see
the
world
coming.
It's
like
we
have
a
couple
more
years
where
these
other
companies
are
continuing
the
current
approach
and
it's
stalls
out.
And
stalls
out
here
meaning
they
earn
no
more
than
low
hundreds
of
billions
Dwarkesh Patel (Host)
00:31.840
in
revenue
or
how
do
you
think
about
what
stalling
out
means?
Ilya Sutskever (Co-founder and Chief Scientist)
00:34.760
Yeah.
I
think
the
I
think
it
could
I
think
it
could
stall
out
and
I
think
stalling
out
will
look
like
it
will
all
look
very
similar.
Dwarkesh Patel (Host)
00:46.240
Yeah.
Ilya Sutskever (Co-founder and Chief Scientist)
00:46.720
Among
all
the
different
companies,
something
like
this.
I'm
not
sure
because
I
think
I
think
I
think
even
with
I
think
even
I
think
even
with
stalling
out
I
think
these
companies
could
make
us
stupendous
stupendous
revenue.
Maybe
not
profits
because
they
will
be
it
will
be
they
Ilya Sutskever (Co-founder and Chief Scientist)
01:01.000
will
need
to
work
hard
to
differentiate
each
other
from
themselves.
But
revenue
definitely.
Dwarkesh Patel (Host)
01:06.120
But
there's
something
your
model
implies
that
the
when
when
the
correct
solution
does
emerge,
there
will
be
convergence
between
all
the
companies.
And
I'm
curious
why
you
think
that's
the
case.
Ilya Sutskever (Co-founder and Chief Scientist)
01:17.860
Well,
I
was
talking
more
about
convergence
on
their
largest
strategies.
I
think
eventual
convergence
on
the
technical
approach
is
probably
going
to
happen
as
well.
But
I
in
I
was
alluding
to
convergence
to
the
largest
strategies.
What
what
what
exactly
is
the
thing
that
should
Ilya Sutskever (Co-founder and Chief Scientist)
01:30.260
be
done?
Dwarkesh Patel (Host)
01:31.580
I
I
just
want
to
be
a
bit
better
understand
how
you
see
the
future
enrollment.
So,
currently
we
have
these
different
companies
and
you
expect
their
approach
to
continue
generate
earning
revenue,
but
not
get
to
this
human-like
learner.
Ilya Sutskever (Co-founder and Chief Scientist)
01:40.740
Yes.
Dwarkesh Patel (Host)
01:42.020
So
now
we
have
these
different
forks
of
companies.
We
have
view,
we
have
thinking
machines,
there's
a
bunch
of
other
labs.
Ilya Sutskever (Co-founder and Chief Scientist)
01:47.340
Yes.
Dwarkesh Patel (Host)
01:47.900
And
maybe
one
of
them
figures
out
the
correct
approach.
Ilya Sutskever (Co-founder and Chief Scientist)
01:50.180
Mhm.
Dwarkesh Patel (Host)
01:51.060
But
then
the
release
of
the
product
makes
it
clear
to
other
people
how
to
do
this
thing.
Ilya Sutskever (Co-founder and Chief Scientist)
01:55.500
I
think
it
won't
be
clear
how
to
do
it
thing,
but
it
will
be
clear
that
something
different
is
possible.
Right.
And
that
is
information.
And
I
think
people
will
will
will
then
be
trying
to
figure
out
how
how
that's
how
that
works.
I
do
think
though
that
one
of
the
things
that's
Ilya Sutskever (Co-founder and Chief Scientist)
02:12.380
that
I
think,
you
know,
not
addressed
here
not
discussed
is
that
with
each
increase
in
the
AI's
capabilities,
I
think
there
will
be
some
kind
of
changes,
but
I
don't
know
exactly
which
ones
in
how
things
are
being
done.
And
so
like
I
think
it's
going
to
be
important,
yet
I
can't
Ilya Sutskever (Co-founder and Chief Scientist)
02:33.100
spell
out
what
that
is
exactly.
Dwarkesh Patel (Host)
02:35.180
And
how
how
are
the
By
default,
you
would
expect
the
company
that
has
the
model
company
that
has
that
model
to
be
getting
all
these
games
because
they
have
the
model
that
is
learning
how
to
do
all
has
the
skills
and
knowledge
that
it's
building
up
in
the
world.
What
is
the
Dwarkesh Patel (Host)
02:50.620
reason
to
think
that
the
benefits
of
that
would
be
widely
distributed
Dwarkesh Patel (Host)
02:53.260
and
not
just
end
up
at
whatever
model
company
gets
this
continuous
learning
loop
going
first?
Ilya Sutskever (Co-founder and Chief Scientist)
02:59.020
Like
I
think
that
empirically
what
happens
so
here
here
is
what
I
think
is
going
to
happen.
Number
one,
I
think
empirically
when
Let's
let's
look
at
let's
look
at
how
things
have
gone
so
far
with
the
AI's
of
the
past.
So
one
company
produced
an
advance
and
the
other
company
Ilya Sutskever (Co-founder and Chief Scientist)
03:20.420
scrambled
and
produced
some
some
some
similar
things
after
some
amount
of
time
and
they
started
to
compete
in
the
market
and
push
their
push
the
prices
down.
And
so
I
think
from
the
market
perspective,
I
think
something
similar
will
happen
there
as
well.
Even
if
someone
It's
Ilya Sutskever (Co-founder and Chief Scientist)
03:39.460
okay,
we're
talking
about
the
good
world
by
the
way.
Where
What's
the
good
world?
What's
the
good
world?
Where
we
have
these
powerful
human
like
learners
that
are
also
like
And
by
the
way,
maybe
there's
another
thing
we
haven't
discussed
on
the
on
the
the
spec
of
the
super
Ilya Sutskever (Co-founder and Chief Scientist)
04:01.060
intelligent
AI
that
I
think
is
worth
considering
is
that
you
make
it
narrow.
can
be
useful
and
narrow
at
the
same
time.
So,
you
can
have
lots
of
narrow
super
intelligent
AI's.
But
suppose
you
have
many
of
them.
And
you
have
some
and
you
have
some
company
that's
producing
a
lot
Ilya Sutskever (Co-founder and Chief Scientist)
04:19.300
of
um
profits
from
it.
And
then
you
have
another
company
that
comes
in
and
starts
to
compete.
And
the
way
the
competition
is
going
to
work
is
through
specialization.
I
think
what's
going
to
happen
is
that
the
way
competition
like
competition
loves
specialization.
And
you
see
it
Ilya Sutskever (Co-founder and Chief Scientist)
04:40.100
in
the
market,
you
see
it
in
evolution
as
well.
So
you're
going
to
have
lots
of
different
initiatives
and
you're
going
to
have
lots
of
different
companies
who
are
occupying
different
initiatives
in
in
this
kind
of
world.
We
might
say,
yeah
like
one
AI
company
is
really
quite
a
Ilya Sutskever (Co-founder and Chief Scientist)
04:54.540
bit
better
at
some
area
of
really
complicated
economic
activity
and
a
different
company
is
better
at
another
area.
And
the
third
company
is
really
good
at
litigation
and
that's
the
one
that
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