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Eric Schmidt, welcome to Inside
Defense. I'm glad to be here.

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I am delighted to be having

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this conversation with you,
particularly here in Kiev, Ukraine. Um,

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you will be known to most

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of our viewers as one of the fathers
of the modern Silicon Valley.

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You're a former CEO

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of Google. You're now a mentor
and investor in some of the leading lights

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of the AI revolution,

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but you've also long been a leader
in innovation to national security,

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and you've played a very

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outsized role here in Ukraine.
You've built and scaled a drone company.

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You've gone frequently to

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the front lines. On this trip, I went
uh to visit the command headquarters

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of Nemesis, which is one

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of the drone brigades uh in Ukraine. It's
the subject of another insider show we've

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done. And

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I have to say, you see, you get a glimpse
of the future of war and it's pretty

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dystopian. Um war is

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really bad. And now I've seen it,
it's much worse than you think it is.

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If you've been watching war

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movies, to watch people really
be killed, really struggling,

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the death and destruction of a city,

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little old ladies being killed
by the Russians, it's just horrible.

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The goal should be to stop

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it. The only way I know of to stop
an aggressor is to fight back.

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And these new technologies have

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both offensive and defensive
versions of each others. Um,

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Russia and Ukraine are together in this
unfortunate pairing inventing that future.

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And I had always thought
that until recently

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Ukraine had the advantage in innovation,
but you wrote recently in the Washington

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Post, it was very sobering, that you
were more worried than at any time since

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the earliest days of this

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invasion. You said Russia was going
towards a strategy of quote total war

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and that that

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was blunting Ukraine's innovative edge.
Can you explain what you meant by that?

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Well, I've been

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doing this for more than three years.
Um, and I've watched the Ukrainians um,

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work really, really

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hard to innovate and they've held the line
largely well at great cost to themselves.

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Um, it's always

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been presumed that Ukraine was the
innovator and Russia was big and slow

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and something changed. Russia is now on an
innovation path at a slope, if you will,

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of improvement that's similar to that of

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Ukraine, but with much more resources.
Here are my data points. Um,

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we have no effective you uh way

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of handling the ballistic missiles
that they're using. And indeed,

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the anti-ballistic missiles,

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al generally known as Patriots, uh, in the
West are in such short supply that there's

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not enough to go around. And I understand
that. If you look at jet shaheds,

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Ukraine sorry Russia invented two

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things and put them together which I can
describe separately which has made jet

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shahads that are

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roving around the country the major
killers of things that are not on

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the front line um there's

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a talk of a large mobilization which will
be more uh human fighters on the Russian

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side against

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Ukraine very hard to fight against there's
going to be a new satellite network in

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the air that's

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similar to Starlink it's called
Rusevet sometime next year. And finally,

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the Russians are building these very
powerful so-called glide bombs, uh,

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which are independently
targeted and are keeping

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the front line from moving
and really destroying a lot of people.

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It's any one of those Ukraine could

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overcome. The five
is going to be, in my view,

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almost impossible without
Western help. And the

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Western help, to be very
precise, is they need money.

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Russians have now shut down all of their

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commerce, all of their ports.
They need money. Literally money.

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You're watching an interview from

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The Economist. To get early access to
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from our archive, subscribe to The
Economist by clicking the link above. Now,

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back to the interview. And second,

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they need help on scaling. They have the
courage to win that is or hold the fight,

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but they don't

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have the capability of scaling.
Yeah, I I I hear that loud and clear,

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but let's just dive down into

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some of those specifically.
So jet shahads, you know,

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the Russians took the shahed drone,

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Iranian drone that they now make
in huge numbers and added jet propulsion,

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which as I understand it

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means they go faster and higher
and much harder to intercept.

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How close is Ukraine to a solution to

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that? There are at least five companies in
Ukraine that have come up with solutions

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that are in test

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now. It should be soon. But this was a
major event in the war and I didn't fully

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foresee it

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which I hold myself responsible. We
knew that the Russians were going to take

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their shades, make the

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back stronger, add these small jet
engines which you can get from China.

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We thought they were going

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to use about 10% of the supply and we
thought that that was overcomeable.

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Russia accelerated the use

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of these to more than half of the shahads.
But they did one other thing.

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They don't have access

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to the equivalent of Starlink for Russian
use in Ukraine, thank goodness.

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So they built a mesh

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network out of Chinese parts and they
typically have two shahads that are

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sitting in a going

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around in a circle between Bellarusia
and Ke for example and those are relays

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and those relays

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allow them to see literally 8K
video of whatever their target is.

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So right next door they managed

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to go right through the central central
window of the SBU headquarters which

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is like the CIA and that's a good
warning of the power of these things.

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There are reports that there are plans to

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use up to 80,000 such jet shahads against
Keev and the other towns between now

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and the end of

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December. This is a major point. Um
the government here is extremely focused

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on this. Um I know of a

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number of efforts that are likely to work.
You mentioned that the Russians,

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and this would be

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even worse, are close to or potentially
close to building their version of Starink

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Rasat. Um,

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how close are they? Because it seems
to me, and I'm no technician on this,

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but it seems

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that that would be a real gamecher.
Um, there's evidence that they are have

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started launching. There's evidence
that it doesn't work yet. Uh,

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my own opinion is it's
probably a year away because

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these networks are hard.
Once that network is in place,

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it is more or less unblockable,

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which means the Russians will be able
to again hunt anywhere inside of Ukraine.

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Ukraine today does not have the ability
to use Starlink to hunt inside of Russia.

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So you can imagine a situation

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if both countries had that capability, the
level of damage that they could do to each

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other. In the

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case of Ukraine, one of their highest
priorities is hitting the oil deriffs

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and so forth and so on.

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They do that without really being
able to see what they're doing.

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Imagine how much more deadly the

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Ukrainians could be against Russian
oil if this if this happen. Well,

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it this begs a question

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which many of the Ukrainian
commanders I've spoken to mention.

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Why can't we use Starlink in Russian

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territory? And it's usually come up in
the context of ballistic missiles because

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the other, and you

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mentioned it, the other thing that is
terrorizing Ukraine is Russian launches

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of ballistic missiles,

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which are, you know, dramatically
more powerful, huge damage,

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terrorizing the cities. And they say,

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if you can't hit the arrow,
why can't we go after the archer?

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And why can't someone persuade Elon

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Musk to let us for that purpose
use Starink in Russia?

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Do you think that would be a good idea?

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Um, I'm in favor of giving Ukraine
the tools to allow them to end the war

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by force, literally to

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stop the Russian aggression. Um,
the question you're asking is really

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a political decision.

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It's really a government decision. And
the US government needs to grapple with

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this question.

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The most important thing right now is to
get the innovation cycle in Ukraine equal

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or better than the innovation cycle now
present in Russia and also have the scale.

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Ukraine does not have effective
anti-bballistic missiles.

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It has one effective
ballistic missile which

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is the firepoint of so-called
flamingo missile which has done well.

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They can't make that many

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of them for various scaling reasons.
In the case of jet shahads,

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there's no Ukrainian equivalent

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of a jet shahad. So again the same problem
people are working on this just I mean

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that's

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interesting you say it's a political
decision so this is not that something

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that is up to Mr. Musk himself. It would
be a political decision in the US. Again,

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I'm speculating. I can answer

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the question precisely. There's no
technical restriction that prevents

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the use of any of these satellite services
over any country. That's interesting.

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It's it's it's a it's a question.

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It's not it's not like the satellites
stop working over Russia because of some

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geographic nature. You

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can get the same outcome if you choose
to fly the satellites over Russia and you

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enable them. As I understand it, it is a
policy of SpaceX that it does not do that.

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How you would change that is

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a political question. Yeah. So either
SpaceX could or the it could be asked

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to do that were there the

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political decision or it could be
ordered to do so. In the American system,

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the president

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can order a national security action on
a private company and the private company

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pretty much has to obey. And you
would advocate that? Uh in general,

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let's talk about what's
coming next. I mean that's

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all pretty pretty alarming and that's
these are the challenges Ukraine faces now

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but coming down

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the road is you know even greater
technical innovation and particularly AI

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and you know in most contexts you and I
have conversations about what is happening

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in Silicon Valley not

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what is happening in Ukraine and I wanted
to sort of stand back because I think

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there's a bit of

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misunderstanding about what's going on
with AI and this war right now people talk

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about is AI being

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used but as I understand it what's really
being used is quite well-known technology

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of machine

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vision for final targeting. Could
you explain that because I think it's

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an important thing to make

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clear. So in the progression of war you
start with the the person with the soldier

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with the bullet with the gun
and the bullet and they aim. Um,

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at some point it should be
relatively straightforward

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to have the gun be able to see
the subject with a laser or what have you,

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identify it, and then the human
pulls the button and it always hits.

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That analogy scales up
in terms of autonomy. So,

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it's reasonable to expect that every
weapon has a final autonomous seg segment

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where basically it's

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close enough, it's near the target,
it's going to roughly hit the target.

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You press a button and it hits it
precisely. All of these are not AI.

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They're just good computer science, good

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computer engineering. Um, artificial
intelligence is systems that learn.

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And artificial intelligence learn
like we do. You know, we sort of learn,

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you get smarter and smarter
and smarter. You're

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self-improving. The technical
term is recursive self-improvement.

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And we're just beginning to see

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the use of AI in war. There's a lengthy
study on Russian use of the Chinese models

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to do some of their decision-making.
Um, these are all from leaked memos,

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so I don't know what the truth

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is. In Ukraine, there's
relatively little use of that.

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There is a project
which has been discussed

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by the MOD to try to help automate the
planning of of war and planning of where

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people go. Again,

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it's just at the beginning. So,
speaking as a computer scientist,

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it's pretty obvious what

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it should look like. Take all
the information that you have all the open

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source, all the proprietary,

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all the super secret stuff, feed it into
one large computer and say what's going

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on and have these large language
models use tools to do reasoning. To me,

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it's it's fantastic.
They can think at this

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level. They don't think
like humans, by the way.

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They're reasoning around
an objective. It makes

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sense to me that eventually you'll say,
"How can I best position my assets

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to achieve my objective such as winning
the war, defending this city, so forth?"

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But the more interesting questions are,

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why am I losing? Why is this group
not as good as the other group?

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You want the system

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to anticipate that and you want the system
to say, "General, you have a problem.

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Here is our recommended solution. Can
we help you?" That's I think the future.

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That's where we're going. Ju I

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I wanted to delve into that but just
before one more question on this sort

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of what's it called

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last mile machine vision which is that
in another in an earlier show this year uh

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with my colleague

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Shashank Jooshi Jack um Watling from Russi
said that and it was interesting he

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that many many

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um soldiers in Ukraine were turning this
capability off because it actually wasn't

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as good as having a a human operator kind
of why is that that's called a bug um so I

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fly my own jet

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And uh there's a general rule that you
should fly the last segment of your jet

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in coupled mode,

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which means the airplane is flying
all the way down to the landing point.

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But I prefer to turn it off because it's
more entertaining for me to fly my jet,

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but I'm not in I'm not in a But

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you're not in a foxhole in Ukraine.
I'm not in a war. Yeah. Right.

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So in a war, you'd want to use

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a guaranteed solution. So any situation
where the terminal guidance as it's called

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is not as good as a human is a bug.
And now why? So I'll give you an example.

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I was in a operation center a while

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ago in um very near the nuclear reactor
and there was a military target that

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the Ukrainians decided

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to hit. They used a American
product called a Switchblade 600.

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We watched it. We saw target

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lock and it missed. And I go,
"Wow." And they said, "Well,

00:13:58.137 --> 00:14:00.557
we have one high Mars we can try

00:14:00.640 --> 00:14:05.175
per day." And I said, "Okay." So they
launch the high Mars and you wait and then

00:14:05.259 --> 00:14:10.025
they said, "Lock, hit," and it missed.
Why? Because of jamming.

00:14:10.108 --> 00:14:14.237
So it may very well be
that the anecdotal example

00:14:14.320 --> 00:14:17.671
that you're using is because the human
could see the target quite well,

00:14:17.754 --> 00:14:18.397
but the jamming

00:14:18.480 --> 00:14:23.677
confus and with jamming the confus, right?
Okay. And we know how to fix that now. So,

00:14:23.760 --> 00:14:26.574
so the important point
is that terminal guidance,

00:14:26.657 --> 00:14:29.117
which sort of think
of it as the last mile,

00:14:29.200 --> 00:14:33.864
is crucial for having a precision attack.
One of the things that's interesting about

00:14:33.948 --> 00:14:34.317
this new

00:14:34.400 --> 00:14:39.634
form of war is there's almost no civilian
damage that's because the weapons are so

00:14:39.717 --> 00:14:40.477
accurate. And

00:14:40.560 --> 00:14:45.442
another horrifying fact is that there's
almost no survivable injuries.

00:14:45.525 --> 00:14:47.357
The drones are so dangerous

00:14:47.440 --> 00:14:51.781
that the the soldiers that are being
killed are being attacked are in fact

00:14:51.864 --> 00:14:53.037
killed. So let's talk

00:14:53.120 --> 00:14:57.238
about what the consequences will be
when you have real AI when you have

00:14:57.321 --> 00:14:58.717
this ability to reason to

00:14:58.800 --> 00:15:04.202
infer to learn that that we talk about
constantly in Silicon Valley coming here.

00:15:04.286 --> 00:15:08.623
Firstly, what does it mean
for how autonomous warfare becomes?

00:15:08.707 --> 00:15:12.477
Um because now you can have
this last mile guidance,

00:15:12.560 --> 00:15:17.597
but then presumably you can have the AI
not only giving the general some lessons

00:15:17.680 --> 00:15:18.557
but providing a

00:15:18.640 --> 00:15:22.428
battle plan and and down the road,
you know, executing them autonomously.

00:15:22.511 --> 00:15:23.277
So let's imagine

00:15:23.360 --> 00:15:29.227
I'm an evil dictator and I wake up one day
and I have a perfect AI system and I say,

00:15:29.310 --> 00:15:34.700
"Attack this country. Tell me when
you're done." Right? That's my command.

00:15:34.783 --> 00:15:37.360
Notice I didn't say anything else.

00:15:37.920 --> 00:15:41.597
the system would be then free to do
whatever it thought was appropriate,

00:15:41.680 --> 00:15:45.694
which could include massive war crimes,
right? All sorts of terrible things.

00:15:45.777 --> 00:15:48.752
It could destroy civilians.
It could destroy infrastructure.

00:15:48.836 --> 00:15:51.357
It might attack another
country that was uninvolved

00:15:51.440 --> 00:15:56.198
in order to annoy the first country. It
it could have all sorts of reasoning that

00:15:56.281 --> 00:16:01.030
is not appropriate. It's really important
we establish some basic rules about AI

00:16:01.113 --> 00:16:02.317
and war. And the most

00:16:02.400 --> 00:16:06.443
important one is that there's a human
involved in every military decision.

00:16:06.526 --> 00:16:07.837
So in other words, attack

00:16:07.920 --> 00:16:11.862
this country, call me when you're done.
That's not an appropriate command.

00:16:11.946 --> 00:16:13.277
The appropriate command is

00:16:13.360 --> 00:16:18.101
here as a military target defined
by the laws of war in a time bounded time

00:16:18.185 --> 00:16:19.517
and space where I have

00:16:19.600 --> 00:16:25.983
approval to do that. Any other solution
in my view becomes scalably unimaginably

00:16:26.066 --> 00:16:27.357
difficult because

00:16:27.440 --> 00:16:31.851
once you start letting the computer
make the targeting decisions on its own,

00:16:31.934 --> 00:16:35.420
you have no real quality control
on how it makes its decisions.

00:16:35.503 --> 00:16:38.157
You're watching an interview
from The Economist.

00:16:38.240 --> 00:16:42.157
If you want to watch our other interviews,
including with Steve Bannon and Benjamin

00:16:42.240 --> 00:16:46.614
Netanyahu, subscribe to The Economist
by clicking the link above. Now,

00:16:46.697 --> 00:16:48.397
back to the interview. There

00:16:48.480 --> 00:16:55.023
was a recent example um that alarmed
our industry where an open AI essentially

00:16:55.106 --> 00:16:56.637
a large set of bots

00:16:56.720 --> 00:17:00.880
that were doing something involving
testing took their instructions a bit too

00:17:00.964 --> 00:17:01.597
literally and

00:17:01.680 --> 00:17:06.118
they started to actually attack the system
that they were supposed to help and they

00:17:06.201 --> 00:17:06.717
manipulated

00:17:06.800 --> 00:17:11.128
it by lying, cheating and stealing. And
everyone studied this as a good example

00:17:11.211 --> 00:17:12.077
as a good sort of

00:17:12.160 --> 00:17:18.011
marker of how AI systems can fail.
So, another way to say this is if I were

00:17:18.095 --> 00:17:21.813
an evil dictator, which I hopefully am
not, and I said, "Attack this country.

00:17:21.896 --> 00:17:23.437
Let me know what you've done." I'd also

00:17:23.520 --> 00:17:28.339
then have to add, "Follow all the laws
of war. Don't hit any civilians,

00:17:28.423 --> 00:17:29.997
use appropriate caution,

00:17:30.080 --> 00:17:34.141
and all the things that human
judgment require. Without the human,

00:17:34.225 --> 00:17:35.837
the AI is not going to have

00:17:35.920 --> 00:17:38.319
that judgment." So, you you
make that point very powerfully.

00:17:38.403 --> 00:17:39.437
You made it very powerfully

00:17:39.520 --> 00:17:42.475
on a panel at the conference you and I are
both at this morning and you said if we go

00:17:42.558 --> 00:17:46.977
down here we'll end up in a Doctor
Strange love situation. However,

00:17:47.060 --> 00:17:49.837
we are in a country that is at war with

00:17:49.920 --> 00:17:56.495
a country with a dictator who does seem
to show no respect for any rules of law,

00:17:56.579 --> 00:17:58.077
any law at all. And

00:17:58.160 --> 00:18:05.021
so I I wonder whether in the real world of
this war it is possible to say we're going

00:18:05.105 --> 00:18:05.757
to follow

00:18:05.840 --> 00:18:09.191
the rules of war because I I was speaking
to a couple of the commanders earlier

00:18:09.275 --> 00:18:09.757
this week and

00:18:09.840 --> 00:18:14.677
I asked them about this and they're all
really worried about what very powerful AI

00:18:14.760 --> 00:18:15.277
will mean.

00:18:15.360 --> 00:18:20.374
They're worried about completely complete
autonomy but they basically say if

00:18:20.457 --> 00:18:26.038
the enemy is doing this we can't not.
So evidence is that that's not true.

00:18:26.121 --> 00:18:30.077
evidence in historical
context are that there are

00:18:30.160 --> 00:18:33.918
some restraints on behavior in war
and you can only look up the history of

00:18:34.002 --> 00:18:34.957
the Nuremberg trials

00:18:35.040 --> 00:18:39.112
to understand what the limits are.
There are people held accountable.

00:18:39.195 --> 00:18:43.765
Those people were hanged um after
a long trial and so forth and so on.

00:18:43.849 --> 00:18:47.117
I would assume that that
principle will survive

00:18:47.200 --> 00:18:53.099
our lives and our really yes I really do.
There's this simple logic which says

00:18:53.183 --> 00:18:59.357
that and people say it all the time. If
if the two are fighting in a death grip,

00:18:59.440 --> 00:19:01.837
there will be no constraints on

00:19:01.920 --> 00:19:05.582
either. Historically, that has
not been true. Historically,

00:19:05.665 --> 00:19:07.677
there has been justice afterwards

00:19:07.760 --> 00:19:12.171
and the people who are participating
it are at least aware of their personal

00:19:12.254 --> 00:19:16.706
liability and so forth. There are so
obviously sociopaths, but in general,

00:19:16.790 --> 00:19:19.037
people are subject to the law even in

00:19:19.120 --> 00:19:23.299
war. But there are, let's do it in the
context of Vladimir Putin in Ukraine.

00:19:23.382 --> 00:19:24.477
Look at what happened

00:19:24.560 --> 00:19:29.595
in BHA at the beginning. Look at the way
he is targeting civilians in cities across

00:19:29.678 --> 00:19:30.397
Ukraine. Yes.

00:19:30.480 --> 00:19:34.892
But they're not stopping him. Well, that's
because he hasn't been arrested yet.

00:19:34.976 --> 00:19:35.917
But but I guess my

00:19:36.000 --> 00:19:40.614
my point is about the logic of this
escalation because presumably the more

00:19:40.697 --> 00:19:44.922
autonomy you allow an AI as we go up
from where we are right now up this scale,

00:19:45.005 --> 00:19:46.557
the more effective you will be.

00:19:46.640 --> 00:19:49.573
there is a first mover advantage
because AI thinks faster.

00:19:49.656 --> 00:19:51.757
It's able to come up with a better quicker

00:19:51.840 --> 00:19:58.206
solution. So if the Russians have fewer
limits and go faster up that escalatory

00:19:58.289 --> 00:20:02.480
ladder, Ukraine may have, you know,
international law on its side,

00:20:02.563 --> 00:20:05.677
but it will be in the here
and now less able to defeat

00:20:05.760 --> 00:20:09.158
them. The solution will
not be to commit war crimes.

00:20:09.242 --> 00:20:11.837
The solution will be is to help Ukraine.

00:20:11.920 --> 00:20:17.683
I I'm not going to yield on my core point
that there is a boundary to what humans

00:20:17.766 --> 00:20:18.477
can do. So,

00:20:18.560 --> 00:20:22.325
let's use a thought experiment.
Let's imagine that Ukraine had some secret

00:20:22.408 --> 00:20:23.677
biological weapon, which I

00:20:23.760 --> 00:20:26.527
don't think they do, but let's
say they did. I'm making that up.

00:20:26.610 --> 00:20:27.997
And furthermore, they were forced

00:20:28.080 --> 00:20:33.638
to use it against some Russian attack.
Would they be prosecuted? Absolutely.

00:20:33.721 --> 00:20:35.197
And I'm sure they are

00:20:35.280 --> 00:20:38.813
aware of it. Yeah. I I'm not I'm
not um I'm not asking you to yield on

00:20:38.897 --> 00:20:40.157
a principle. I'm just I am

00:20:40.240 --> 00:20:45.770
very struck particularly on this trip at
the pace of innovation escalation and so I

00:20:45.853 --> 00:20:49.142
think there is a risk that this
develops a logic of its own.

00:20:49.225 --> 00:20:51.837
So so that's why it's
important that humans debate

00:20:51.920 --> 00:20:56.539
this stuff. We you and I agree very
strongly that the rate of innovation

00:20:56.622 --> 00:20:58.237
in this war is faster than

00:20:58.320 --> 00:21:02.531
has ever occurred. It's faster than
the rate of innovation that I have seen in

00:21:02.614 --> 00:21:06.449
my many decades in tech. And the reason
is because lives are at stake.

00:21:06.532 --> 00:21:08.797
And it turns out it's true on both sides.

00:21:08.880 --> 00:21:13.469
The other side is frankly more evil
and better funded and has more resources

00:21:13.552 --> 00:21:14.637
and they're willing

00:21:14.720 --> 00:21:19.444
to accept more death than the Ukrainian
side. But it's still a fight.

00:21:19.528 --> 00:21:24.751
And it's very important, I'll say again,
that we help Ukraine fight this war.

00:21:24.835 --> 00:21:27.757
What they need is money
and help in scaling

00:21:27.840 --> 00:21:31.460
and technology. They can fight the war.
We don't need to invade.

00:21:31.544 --> 00:21:33.197
We don't need to send a lot of

00:21:33.280 --> 00:21:36.680
troops and all that kind of stuff
people, but they need some help.

00:21:36.764 --> 00:21:41.255
They won't make it without some level
of help, at least economic. Yeah. So,

00:21:41.338 --> 00:21:44.877
the innovations in drone
warfare have gone beyond the

00:21:44.960 --> 00:21:48.050
theater of this war. I mean, just in
the last few days, we've seen, you know,

00:21:48.133 --> 00:21:48.957
we've seen the Houthis

00:21:49.040 --> 00:21:54.396
effectively shut down uh another exit
route for oil products in the Gulf. Um,

00:21:54.479 --> 00:21:55.597
do you think that

00:21:55.680 --> 00:22:02.337
the US military recognizes the degree
to which the nature of war has shifted and

00:22:02.420 --> 00:22:05.876
is acting fast enough to transform
itself to prevail? Well,

00:22:05.960 --> 00:22:08.397
I worked for the US
military for eight years in

00:22:08.480 --> 00:22:14.180
various under various presidents and there
are plenty of people who understand it

00:22:14.263 --> 00:22:15.037
and they can

00:22:15.120 --> 00:22:19.685
articulate it. They understand this
conversation and they're worried about it.

00:22:19.768 --> 00:22:20.877
The system is almost

00:22:20.960 --> 00:22:25.572
unchangeable. I was talking to one
president about it and he said not even

00:22:25.655 --> 00:22:26.397
the president

00:22:26.480 --> 00:22:31.477
can fix the system and I said well
that's a very bad answer and the reason is

00:22:31.560 --> 00:22:32.797
that the military is

00:22:32.880 --> 00:22:37.648
not run by a single person not even the
president although you think they are it's

00:22:37.732 --> 00:22:38.477
run by the way

00:22:38.560 --> 00:22:42.877
the congress works the way the special
interest works the way the lobbying works

00:22:42.960 --> 00:22:43.757
so my conclusion

00:22:43.840 --> 00:22:48.456
is the only way to address this problem
in the US military is to allow the US

00:22:48.539 --> 00:22:49.677
military to continue

00:22:49.760 --> 00:22:53.723
to spend money on the things that have
been organized in the various politically

00:22:53.806 --> 00:22:54.077
correct

00:22:54.160 --> 00:22:59.154
states and uh and so forth and just
let that happen while a relatively small

00:22:59.238 --> 00:23:00.157
amount of money

00:23:00.240 --> 00:23:04.921
um is allocated to this new stuff.
The new stuff is far more effective,

00:23:05.004 --> 00:23:06.397
far less expensive and

00:23:06.480 --> 00:23:11.948
I think will work and that over time even
the kerogens on the old side will say look

00:23:12.031 --> 00:23:16.331
I really want that new thing because they
are sincerely all of them sincerely want

00:23:16.414 --> 00:23:17.757
to protect America. There's

00:23:17.840 --> 00:23:21.419
no one who want who who's
a a traitor in the military.

00:23:21.503 --> 00:23:23.997
They just disagree on the tactics. And

00:23:24.080 --> 00:23:29.638
what I've learned about militaries is that
they're incredibly uh change resistant,

00:23:29.722 --> 00:23:30.877
riskresistant. And

00:23:30.960 --> 00:23:35.091
the most one possibility is they didn't
grow up in an innovative environment,

00:23:35.175 --> 00:23:36.077
which is possible.

00:23:36.160 --> 00:23:40.146
A there's a long paper that analyzed
this that I read and it basically said at

00:23:40.230 --> 00:23:40.877
the end of the

00:23:40.960 --> 00:23:45.857
day people in the military are more
conservative because their loss aversion

00:23:45.940 --> 00:23:47.037
is greater because

00:23:47.120 --> 00:23:51.388
people die. So if you think about it,
if you have a pretty certain model of

00:23:51.472 --> 00:23:52.317
an expensive way

00:23:52.400 --> 00:23:56.367
to do something and Eric shows up
with a cheaper way to do the same thing,

00:23:56.451 --> 00:23:57.517
you would never adopt

00:23:57.600 --> 00:24:01.550
it because you're certain the more
expensive one works and you can't take

00:24:01.634 --> 00:24:02.877
the risk. I think that's

00:24:02.960 --> 00:24:06.515
the best way to understand what's going
on in addition to the political maybe it

00:24:06.598 --> 00:24:07.197
takes and maybe

00:24:07.280 --> 00:24:12.152
the lesson of Ukraine is you know first of
all it happened in after an invasion here

00:24:12.235 --> 00:24:13.037
but secondly it

00:24:13.120 --> 00:24:18.067
takes people from outside the military I
mean the striking thing all of these drone

00:24:18.150 --> 00:24:19.037
brigades are led

00:24:19.120 --> 00:24:22.857
by people who in a former life were
civilians tech you know tech leaders

00:24:22.940 --> 00:24:24.237
business leaders they took

00:24:24.320 --> 00:24:28.557
all the traditional Soviet generals and
they all retired them for the same reason

00:24:28.640 --> 00:24:29.357
so that because

00:24:29.440 --> 00:24:32.175
it it it I mean you've given a very
good answer about the United states.

00:24:32.259 --> 00:24:33.037
I'm wondering what you

00:24:33.120 --> 00:24:37.122
think about Europe's recognition of the
scale of which war change because in some

00:24:37.205 --> 00:24:40.396
ways Europe is more vulnerable.
I mean it's right here on our doorstep.

00:24:40.479 --> 00:24:41.917
So the Europeans I've spoken with

00:24:42.000 --> 00:24:45.410
all have the same problem that the US
people do. They're very smart.

00:24:45.493 --> 00:24:46.797
They understand the problem

00:24:46.880 --> 00:24:52.418
but the system is not organized around
change. In most European countries,

00:24:52.501 --> 00:24:54.317
the militaries operate as

00:24:54.400 --> 00:24:57.218
jobs programs. And those are
important jobs. I'm not taking away.

00:24:57.301 --> 00:24:58.557
But they're building the wrong

00:24:58.640 --> 00:25:03.613
thing. So here's my deal. You can keep
the exact budget that you have. In fact,

00:25:03.696 --> 00:25:04.637
you can increase

00:25:04.720 --> 00:25:08.987
it. Just build more effective things
because you're going to need them.

00:25:09.071 --> 00:25:10.397
For example, in Europe,

00:25:10.480 --> 00:25:14.323
there's a huge problem with missile
defense. And for all sorts of reasons,

00:25:14.406 --> 00:25:17.745
the Patriot missiles, which they
rely on, are not available enough.

00:25:17.829 --> 00:25:20.157
We now understand looking
at missile stocks and

00:25:20.240 --> 00:25:23.771
so forth on the Western side,
we don't have enough of them. Now,

00:25:23.854 --> 00:25:24.957
since we don't have a

00:25:25.040 --> 00:25:28.682
lot more money to spend because these
economies are struggling with debt and so

00:25:28.765 --> 00:25:29.437
forth and so on,

00:25:29.520 --> 00:25:34.747
you have to come up with new solutions.
I show up with an argument that I have

00:25:34.831 --> 00:25:35.837
cheaper, better,

00:25:35.920 --> 00:25:42.282
faster, just use my architecture with all
the companies that represent new war

00:25:42.366 --> 00:25:43.357
and spend the

00:25:43.440 --> 00:25:46.768
same amount of money. The only reason that
doesn't occur is because the incumbents

00:25:46.851 --> 00:25:49.997
don't want to make the change.
I think that's one powerful reason.

00:25:50.081 --> 00:25:52.637
I think the other reason
is that you're, you know,

00:25:52.720 --> 00:25:55.170
we're now a bit skeptical
of American companies.

00:25:55.254 --> 00:25:57.757
We're a bit worried about that.
I understand. And

00:25:57.840 --> 00:26:03.654
um it doesn't employ many people. Um I can
assure you that if you were to take all

00:26:03.737 --> 00:26:07.553
the people in the militaries
in Germany, the UK, and so forth,

00:26:07.637 --> 00:26:10.717
and you simply reassign
them to an architecture that

00:26:10.800 --> 00:26:13.729
was AI, automatic targeting,
missiles and drones,

00:26:13.812 --> 00:26:16.557
and some ships to move
them around, you'd have

00:26:16.640 --> 00:26:20.876
full employment. Every job would change,
but every job would still exist.

00:26:20.959 --> 00:26:24.986
And European labor laws don't allow you
to lay off people anyway. So trust me,

00:26:25.069 --> 00:26:27.277
those people will still
have jobs. What about

00:26:27.360 --> 00:26:31.327
the idea that at least for Europe, Ukraine
becomes the vehicle through this which

00:26:31.410 --> 00:26:32.077
this happens? I

00:26:32.160 --> 00:26:35.133
mean, that struck me so much on this trip
that we have the solution for Europe

00:26:35.216 --> 00:26:35.917
sitting here staring

00:26:36.000 --> 00:26:39.314
us in the face. I have said that publicly
and I've said that to my Ukrainian friends

00:26:39.397 --> 00:26:42.463
because I want to encourage
them to sell to Europe.

00:26:42.547 --> 00:26:45.997
Every European government
I talk to says, "Your ideas

00:26:46.080 --> 00:26:51.772
are great. it needs to be built here. So
the most likely scenario in that scenario

00:26:51.856 --> 00:26:55.512
is Ukraine will license their
technology to the European countries,

00:26:55.595 --> 00:26:57.517
which they should. They'll get a nice

00:26:57.600 --> 00:27:02.415
fee and the Europeans will build them
at twice the price of eur of Ukrainians.

00:27:02.498 --> 00:27:06.822
And that's okay in a rich democracy, which
we can debate whether it's rich or not.

00:27:06.905 --> 00:27:08.397
But the part of the reason the

00:27:08.480 --> 00:27:11.462
Ukrainian stuff is so effective
is the people who work so hard.

00:27:11.546 --> 00:27:13.117
When you go to the companies here,

00:27:13.200 --> 00:27:16.576
so and I've invested and worked
with them pretty closely.

00:27:16.659 --> 00:27:21.418
There are it looks like China, you have
and I mean that in the work ethic sense.

00:27:21.502 --> 00:27:24.317
You have these long pe
long buildings which are

00:27:24.400 --> 00:27:28.678
often underground now of people in white
jackets sitting shoulders shoulder.

00:27:28.762 --> 00:27:32.608
They work for 12 hours a day, six
or seven days a week, which is a Chinese.

00:27:32.691 --> 00:27:34.477
That's more than China. China's 966,

00:27:34.560 --> 00:27:37.340
right? So it's the work ethic
is extraordinary. And they're all men.

00:27:37.423 --> 00:27:42.157
And do you know why they're all men?
because if you work in such a factory,

00:27:42.240 --> 00:27:45.837
you get an exemption
from the draft. I I didn't

00:27:45.920 --> 00:27:49.423
know they were all men. Um there are
a lot of women involved in in elements of

00:27:49.506 --> 00:27:53.757
this too, but but what's noticeable is I
said there why and they're all, you know,

00:27:53.840 --> 00:27:57.289
men of military age. And the answer
is why do they work so hard?

00:27:57.373 --> 00:27:59.277
If they get fired, they go to the go

00:27:59.360 --> 00:28:04.151
to the front. Interesting. You mentioned
China and I wanted to to ask you about how

00:28:04.234 --> 00:28:04.797
what you've

00:28:04.880 --> 00:28:11.504
seen happen here in terms of techled
innovations in warfare has changed

00:28:11.587 --> 00:28:13.677
your view of how the US

00:28:13.760 --> 00:28:18.487
and China should or how this race
technological race would will will

00:28:18.570 --> 00:28:20.397
develop. I mean you've been

00:28:20.480 --> 00:28:24.873
you played a huge role in this thinking
through how to ensure that the US stays

00:28:24.957 --> 00:28:25.837
ahead in AI. Does

00:28:25.920 --> 00:28:30.136
what you've seen here change your
perception of where that will go,

00:28:30.219 --> 00:28:31.997
what China will end up doing,

00:28:32.080 --> 00:28:37.626
and who will be ahead? And my general
belief is that we're extremely fortunate

00:28:37.710 --> 00:28:38.637
that China has

00:28:38.720 --> 00:28:43.117
been copying what we're doing because what
we're doing needs to change and therefore

00:28:43.200 --> 00:28:43.757
they'll have

00:28:43.840 --> 00:28:48.856
hysteresis in terms of changing.
Um, if you think about it for a while,

00:28:48.939 --> 00:28:53.212
China already has the world's largest
drone manufacturer, which is DJI,

00:28:53.296 --> 00:28:55.757
which America has just
recently banned. Um,

00:28:55.840 --> 00:28:58.112
there's every reason to think,
and I don't know this,

00:28:58.196 --> 00:29:02.490
that they have a military equivalent, or
maybe there's a military sub subdivision.

00:29:02.574 --> 00:29:05.597
The reason to think that we
are better off than we

00:29:05.680 --> 00:29:08.439
think is that China's not
fought a war in 50 years.

00:29:08.522 --> 00:29:10.557
There's no reason to believe that they

00:29:10.640 --> 00:29:14.591
understand the very subtle tactics. When
you met with the commanders and when I

00:29:14.674 --> 00:29:19.155
talked to them, when you actually
ask them what are they actually doing,

00:29:19.238 --> 00:29:21.597
their reasoning is worldclass subtle

00:29:21.680 --> 00:29:25.498
thinking. I want to do this, this, this,
this will happen and so forth and so on.

00:29:25.581 --> 00:29:26.317
You learn that by

00:29:26.400 --> 00:29:30.053
doing. There's every reason to think
that China has no experience with that.

00:29:30.137 --> 00:29:35.713
There's no doctrine. There's no books. You
can't study it. So, we may be okay. Um,

00:29:35.797 --> 00:29:38.397
with respect to the uh the Pacific,

00:29:38.480 --> 00:29:43.522
the Pacific area and so forth, there's
a publicly discussed plan to protect

00:29:43.605 --> 00:29:44.957
the Taiwan Strait and

00:29:45.040 --> 00:29:49.997
so forth. I don't know, but I'm assuming
that that will ultimately be a drone war

00:29:50.080 --> 00:29:50.557
and not a

00:29:50.640 --> 00:29:55.117
ship war. If you think about it, you
don't really want to put a ship that close

00:29:55.201 --> 00:29:56.157
to China. You want

00:29:56.240 --> 00:29:59.727
to put a drone ship with drones in it
because you don't want the people to be

00:29:59.810 --> 00:30:03.767
killed. So, it makes sense to me that all
the arguments that we see here are also

00:30:03.850 --> 00:30:04.637
applicable to the

00:30:04.720 --> 00:30:10.637
Pacific. Big ships, big aircraft
carriers are easy to hit, easy to blow up,

00:30:10.720 --> 00:30:11.997
and so forth. Um,

00:30:12.080 --> 00:30:17.437
drone ships are are harder. Drones are
are harder to detect. You see this in Iran

00:30:17.520 --> 00:30:21.075
um with the problems we're
having keeping the straight open.

00:30:21.158 --> 00:30:23.197
Um I think that uh my understanding

00:30:23.280 --> 00:30:28.219
again this is public information that
China has a very large set of missiles

00:30:28.303 --> 00:30:29.277
that are land to

00:30:29.360 --> 00:30:33.934
sea. We would need to have anti-missiles.
I don't know if we do or not that could

00:30:34.018 --> 00:30:34.797
that could deal

00:30:34.880 --> 00:30:39.632
deal with that threat. So if you it
maps pretty well to the current belief in

00:30:39.715 --> 00:30:40.720
the China fight.

00:30:41.440 --> 00:30:47.223
What about could could the military area
be an area where you might between China

00:30:47.306 --> 00:30:48.237
and the United

00:30:48.320 --> 00:30:52.835
States be able to reach some agreement
over norms to go back to where you were

00:30:52.918 --> 00:30:53.837
earlier? I wonder

00:30:53.920 --> 00:30:58.155
because there's a lot of talk now given
the pace at which AI capabilities are

00:30:58.238 --> 00:30:59.277
increasing very real

00:30:59.360 --> 00:31:03.144
fears of you know 100% recursive
self-improvement and outofc control AI

00:31:03.227 --> 00:31:04.397
and people are debating

00:31:04.480 --> 00:31:08.825
whether you know the US should pause
whether or companies should pause whether

00:31:08.908 --> 00:31:09.677
there should be

00:31:09.760 --> 00:31:12.881
some regulation and there are many who
say we can't do that because China will be

00:31:12.964 --> 00:31:13.277
ahead well

00:31:13.360 --> 00:31:17.849
first place we're not going to do a pause
because the entire incentive system

00:31:17.932 --> 00:31:19.037
in America is not to

00:31:19.120 --> 00:31:24.051
pause and furthermore if you do a pause
you do really open it up to competitive

00:31:24.135 --> 00:31:28.098
either local, you know, a local competitor
violates the rules or the global.

00:31:28.181 --> 00:31:29.917
So there's not going to be a pause.

00:31:30.000 --> 00:31:34.077
The right thing to do is to invent this
future while also invent the solutions

00:31:34.160 --> 00:31:38.127
to the problems that you're creating.
It's just occurring quickly.

00:31:38.210 --> 00:31:41.117
Um so an example here
is there's some evidence

00:31:41.200 --> 00:31:48.200
that you can take a new model that you
um shows up and use the previous one which

00:31:48.516 --> 00:31:49.517
is typically

00:31:49.600 --> 00:31:54.592
four months older to supervise the new
model. It looks like that works.

00:31:54.676 --> 00:31:56.237
People are trying that.

00:31:56.320 --> 00:32:01.087
We'll see if that's technically true
at scale. Um, if you look at China,

00:32:01.171 --> 00:32:02.637
there is no question we

00:32:02.720 --> 00:32:09.029
are in an an AI race that is profound
between the Chinese approach and

00:32:09.112 --> 00:32:11.677
the American approach. You're

00:32:11.760 --> 00:32:15.868
watching an interview from The Economist.
If you want to watch our other interviews,

00:32:15.951 --> 00:32:16.317
including

00:32:16.400 --> 00:32:20.824
with Mark Carney and Dario Amade,
subscribe to The Economist by clicking

00:32:20.908 --> 00:32:22.077
the link above. Now,

00:32:22.160 --> 00:32:25.906
back to the interview. And the easiest
way to understand that is would you prefer

00:32:25.989 --> 00:32:31.267
to have your day-to-day life intermediated
by an American model or a Chinese model?

00:32:31.350 --> 00:32:35.877
I think as westerners we prefer
an American or American and British model.

00:32:35.960 --> 00:32:38.877
So that to me is the
interesting fight. There's a

00:32:38.960 --> 00:32:41.990
series of uh track two
and track one dialogues.

00:32:42.073 --> 00:32:45.037
I'm participated in one
track two. There was a

00:32:45.120 --> 00:32:49.551
big meeting in Vienna where both
sides are now talking this through.

00:32:49.634 --> 00:32:51.277
The simplest thing that we

00:32:51.360 --> 00:32:55.943
need to do is to avoid surprises.
Henry Kissinger, our mutual friend,

00:32:56.026 --> 00:32:57.837
who we miss dearly, was very

00:32:57.920 --> 00:33:03.576
concerned that a single event would spiral
in the same way that World War I did

00:33:03.660 --> 00:33:04.957
from the killing of

00:33:05.040 --> 00:33:10.823
the Arch Duke into a total conflration
that that once the process started because

00:33:10.906 --> 00:33:11.837
of nationalism

00:33:11.920 --> 00:33:17.099
and tensions and lack of communications,
you can end up in a horrible,

00:33:17.183 --> 00:33:21.397
horrible war. A war with China
would be just terrible, right?

00:33:21.480 --> 00:33:24.717
It would destroy so much
of our modern lives in

00:33:24.800 --> 00:33:30.163
and all of those kinds of But should there
be I mean I obviously completely agree

00:33:30.246 --> 00:33:34.758
with you that a war with China would
be horrific, possibly existential,

00:33:34.841 --> 00:33:36.717
but do you think there is room

00:33:36.800 --> 00:33:43.800
for some kind of limitations, mutually
agreed limitations on AI between China

00:33:44.043 --> 00:33:45.277
and the United

00:33:45.360 --> 00:33:49.887
States? I mean, we have the meeting coming
up between President Xi and President

00:33:49.971 --> 00:33:50.637
Trump. And A,

00:33:50.720 --> 00:33:54.903
do you think it's sensible? And B, do
you think that the military area in a sort

00:33:54.987 --> 00:33:59.574
of modern-day equivalent of nuclear arms
agreements would be an area to start? So,

00:33:59.658 --> 00:34:04.585
we all believe that there needs
to be a set of treaties in this area.

00:34:04.669 --> 00:34:08.877
The first treaty needs
to be one about no surprises.

00:34:08.960 --> 00:34:15.427
So imagine a situation where an agent bot
manages to get out of its testing range

00:34:15.510 --> 00:34:16.317
by accident

00:34:16.400 --> 00:34:21.091
um and but ultimately triggers a nuclear
response because it signals that there's

00:34:21.175 --> 00:34:24.353
one coming and then the nuclear
response happens automatically.

00:34:24.436 --> 00:34:26.637
There there are plenty
of such scenarios that

00:34:26.720 --> 00:34:31.455
analysts have come up with. So the single
most important thing is a no surprises

00:34:31.539 --> 00:34:36.127
rule, right? And the next one would
be to attack the question of cyber.

00:34:36.210 --> 00:34:38.077
Neither side has been willing

00:34:38.160 --> 00:34:42.142
to limit its use of cyber attack,
offensive or defensive capability.

00:34:42.226 --> 00:34:46.686
If you can't agree to that, it's going
to be hard to agree to much more. And so,

00:34:46.769 --> 00:34:49.277
and you don't think even
in principle a mutual

00:34:49.360 --> 00:34:56.360
agreement on pausing would make sense?
I think it's the problem with pausing

00:34:57.074 --> 00:35:02.047
is first place um it's counter to the
incentives of all the players of course.

00:35:02.131 --> 00:35:04.157
The second is how do you verify? Okay.

00:35:04.240 --> 00:35:09.414
So, for purposes of argument, the UN
will in will administer the pause. So,

00:35:09.498 --> 00:35:10.957
that that's now you're

00:35:11.040 --> 00:35:14.305
really condemning it to failure. No, but
we have an international body and they're

00:35:14.388 --> 00:35:18.103
supposed to be helping and both are
on the security council. Okay. So,

00:35:18.187 --> 00:35:20.157
now how do they verify it? So, then

00:35:20.240 --> 00:35:24.047
they have to go to the secret labs which
includes the military secret labs and they

00:35:24.130 --> 00:35:24.797
have to read all

00:35:24.880 --> 00:35:28.240
the code. Well, first you can't read
all the code because it's all written

00:35:28.323 --> 00:35:29.357
by computers. So now you

00:35:29.440 --> 00:35:33.797
have to take your computer system from the
UN and you have to apply it to the Chinese

00:35:33.881 --> 00:35:34.477
system. Well,

00:35:34.560 --> 00:35:40.494
the UN's system is not as fast or modern
if you will than the Chinese or the US one

00:35:40.578 --> 00:35:43.905
by definition because they
don't have all the resources.

00:35:43.989 --> 00:35:47.197
So you see how um I wrote
a paper a while ago which said

00:35:47.280 --> 00:35:52.556
there is a solution to this and the
solution is to have what we called mutual

00:35:52.639 --> 00:35:58.557
AI destruction. And the idea was that
as we go up and up this competition list,

00:35:58.640 --> 00:36:01.997
you have to give
the other side a chance to

00:36:02.080 --> 00:36:06.589
say you've gone too far. So we proposed
that rather than bombing each other's data

00:36:06.672 --> 00:36:07.037
centers,

00:36:07.120 --> 00:36:10.884
we would just have a computer that would
shut down the power to the data center

00:36:10.967 --> 00:36:11.517
in such a way

00:36:11.600 --> 00:36:15.654
it couldn't be restored for a while.
So when when the other side got farther

00:36:15.737 --> 00:36:20.694
along, you could shut off its and and they
could obviously do the same thing to you.

00:36:20.777 --> 00:36:22.957
This was intended as a serious point

00:36:23.040 --> 00:36:26.216
and but it's also sort of far sounds
like a modern day Doctor Strange level.

00:36:26.299 --> 00:36:27.117
But but the important

00:36:27.200 --> 00:36:31.832
point is that it in this particular
formulation it would allow when somebody

00:36:31.915 --> 00:36:33.197
got well ahead of you,

00:36:33.280 --> 00:36:36.919
you could shut them down and then they
could shut you down and then you restart.

00:36:37.002 --> 00:36:37.757
That's another way

00:36:37.840 --> 00:36:42.957
of addressing this pause issue. I mean, we
need a solution that's implementable for a

00:36:43.040 --> 00:36:46.902
pause and I don't see it. We we do.
That's the alarming thing you just said.

00:36:46.986 --> 00:36:50.727
We need a solution that's
implementable and you don't see it.

00:36:50.810 --> 00:36:54.237
And I and to conclude I I
as you know I'm we know I

00:36:54.320 --> 00:36:57.477
know we know each other reasonably well.
I'm basically an optimist and I'm always

00:36:57.560 --> 00:36:57.757
looking

00:36:57.840 --> 00:37:02.002
on the upside. But I have to say in the
last few weeks my general optimism has

00:37:02.086 --> 00:37:03.037
been a bit knocked.

00:37:03.120 --> 00:37:08.278
firstly by what's been happening in
Silicon Valley and the the fact that there

00:37:08.362 --> 00:37:09.757
are growing numbers of

00:37:09.840 --> 00:37:14.890
researchers in these companies themselves
alarmed about the dynamic of not being

00:37:14.973 --> 00:37:15.917
able to pause as

00:37:16.000 --> 00:37:19.744
you say and secondly by what I've seen
here which is even we're well we're

00:37:19.827 --> 00:37:21.037
nowhere near the frontier

00:37:21.120 --> 00:37:25.773
of AI that we could be at in a few
years and yet you see this escalation

00:37:25.856 --> 00:37:26.957
of innovation that

00:37:27.040 --> 00:37:31.453
seems to me to be ever more lethal. So so
the counterargument is to be optimistic.

00:37:31.536 --> 00:37:31.837
Give me

00:37:31.920 --> 00:37:37.677
some reasons for optimism. You're building
a kind of intelligence that's nonhuman but

00:37:37.760 --> 00:37:41.977
under our control. Can we keep it
under control? I believe we can.

00:37:42.060 --> 00:37:43.997
Partly because we at some level

00:37:44.080 --> 00:37:47.489
can pull the plug. Uh you always
have the issue of a terrorist group.

00:37:47.572 --> 00:37:48.957
Let's assume terrorists don't

00:37:49.040 --> 00:37:52.483
have access to this because they
can't get enough data centers to do it.

00:37:52.567 --> 00:37:53.757
Then diplomacy between the

00:37:53.840 --> 00:37:59.328
countries should allow us to keep
effective human control on these systems.

00:37:59.411 --> 00:38:04.173
They will move quickly, but fundamentally
they'll be under human control.

00:38:04.256 --> 00:38:07.117
I honestly believe
that as long as AI is under

00:38:07.200 --> 00:38:11.597
human control and under human alignment,
it will be okay. That is my opinion. Well,

00:38:11.680 --> 00:38:17.553
I have to say I really, really
hope you're right. Eric Schmidt,

00:38:17.636 --> 00:38:21.040
thank you very much. Thank you, Zan.
