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<v Speaker 1>You know, what I've said is that we really have

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<v Speaker 1>here rule of the bureaucracy as opposed to rule of

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<v Speaker 1>the people democracy.

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<v Speaker 2>So in order we want to restore the rule of

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<v Speaker 2>the people.

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<v Speaker 1>And so what that means is reducing the size of

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<v Speaker 1>the federal government, uh, basically reducing regulation. You know, there's

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<v Speaker 1>there's a there's a tremendous amount of of overregulation that's

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<v Speaker 1>happened over time. And this is this isn't an inevitable

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<v Speaker 1>consequence of a long period of prosperity, is.

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<v Speaker 2>That you're going to get more and more rules and regulations.

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<v Speaker 1>More laws accumulate over time, and the normal forcing function

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<v Speaker 1>for getting rid of rules and regulations is war. So

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<v Speaker 1>it needs to be some kind of existential war where

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<v Speaker 1>you have to do a reset in order to avoid

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<v Speaker 1>being defeated in a war. This is literally the throughout

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<v Speaker 1>history has been the main forcing function for clearing out

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<v Speaker 1>an accumulation of laws and regulation. In the absence of that,

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<v Speaker 1>every year you get more laws and regulations, until eventually

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<v Speaker 1>everything is illegal and nothing is permitted. And that's sort

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<v Speaker 1>of the situation we have these days. So the aspiration

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<v Speaker 1>here there is a reduction in regulation and reduction in

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<v Speaker 1>government spending such that the economy is able to grow faster.

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<v Speaker 1>Maybe the economy can grow at four or five percent

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<v Speaker 1>potentially in terms of real useful goods and services output,

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<v Speaker 1>and then government spending can be reproduced by about three

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<v Speaker 1>or four percent of the economy, about maybe a trillion

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<v Speaker 1>dollars or more. And the net effect of that would

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<v Speaker 1>be no inflation from twenty five to twenty twenty six.

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<v Speaker 2>So quite remarkable.

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<v Speaker 1>And also, if the US government is buying less debt,

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<v Speaker 1>which I think will be the case, if it's if

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<v Speaker 1>the depths it drops from two trillion to one trillion,

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<v Speaker 1>then there will be one trillion.

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<v Speaker 2>Less debt the governor's spy, which will drop. Of course,

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<v Speaker 2>interest rates.

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<v Speaker 1>To drop significantly, and that means people's mortgage payments, car payments,

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<v Speaker 1>credit card payments, student loans, whatever debt they have, will

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<v Speaker 1>their debt payments will be less. So I think this

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<v Speaker 1>is something that will benefit the average American. I think

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<v Speaker 1>some of the things we're doing also will be helpful

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<v Speaker 1>to hopefully helpful to other countries because with the new administration,

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<v Speaker 1>there's less interested in interfering with the affairs of other countries.

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<v Speaker 2>You know, I think a lot of the times the

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<v Speaker 2>United States has been kind.

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<v Speaker 1>Of pushy in international affairs, which may resonate with a

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<v Speaker 1>number of the audience. And I think we should in

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<v Speaker 1>general leave other countries to their own business and basically

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<v Speaker 1>America's mind its own businesses, you know, rather than push

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<v Speaker 1>forward regime change all over the place.

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<v Speaker 2>So yeah, it was probably good by the countries too.

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<v Speaker 3>So instead of waiting for the war to happened, you

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<v Speaker 3>went to war against the bureaucracy in the government.

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<v Speaker 1>Yes, we're well, we're essentially just we're with you know,

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<v Speaker 1>the support and direction of the President Trump. We are

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<v Speaker 1>reducing the size of the bureaucracy, getting rid of excess

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<v Speaker 1>regulatory regulations. And there's also so many agencies and regulatory

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<v Speaker 1>authorities that they're actually stepped on each other's feet. It's

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<v Speaker 1>it's kind of like having a sports game where there

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<v Speaker 1>are too many referees on the field, like more referees.

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<v Speaker 2>Than players at times.

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<v Speaker 1>Now, that would be a silly game, you know, if

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<v Speaker 1>the players can't pass the ball without hitting a referee,

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<v Speaker 1>you know. But it's kind of getting to that point

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<v Speaker 1>in the US. So there's roughly four hundred and fifty

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<v Speaker 1>federal agencies of one kind or another. That's that's more agencies.

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<v Speaker 1>That's almost that's almost an average of two agencies per

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<v Speaker 1>year since the formation of the United States. So, I mean,

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<v Speaker 1>how many agencies do you really need to run a country?

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<v Speaker 1>I'm ninety nine, not four hundred and fifty, that's for sure.

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<v Speaker 3>So, and and how do you guarantee that all the

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<v Speaker 3>incredible achievements that you aim to have in terms of savings,

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<v Speaker 3>in terms of you know, impacting the lives of the

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<v Speaker 3>American people, I'm not going to be reversed in four years.

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<v Speaker 3>Typically the cycle gets reversed every four years. You know,

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<v Speaker 3>do you think it's going to be so impacted that

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<v Speaker 3>it won't be reversed? Is there any ways that you can,

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<v Speaker 3>you know, ensure that the progress is going to be continuous?

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<v Speaker 1>Well, I think I think we need we do need

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<v Speaker 1>to delete entire agencies, as opposed to leave part of

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<v Speaker 1>them behind, because if you leave part of them behind,

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<v Speaker 1>it's easy. It's kind of like if they're leaving a weed.

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<v Speaker 1>If you don't remove the roots of the weed, then

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<v Speaker 1>it's easy for the weed to grow back. But if

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<v Speaker 1>you remove the roots of the weed, it doesn't stop weeds.

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<v Speaker 2>From ever growing. Back, but it makes it harder.

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<v Speaker 1>So so we have to really delete entire agencies, many

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<v Speaker 1>of them. And that's not to say there won't be

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<v Speaker 1>an increase over time of bureaucracy in some new administration,

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<v Speaker 1>but it will, it'll be from a much lower baseline.

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<v Speaker 2>So it's it's a step in the right direction. I think. Well,

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<v Speaker 2>the overwatching goal here is like.

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<v Speaker 1>It's to lay the validation for prosperity that will last

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<v Speaker 1>many decades, you know, maybe centuries and yeah, but forever.

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<v Speaker 2>Nothing's forever. But I think we can strengthen the foundations

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<v Speaker 2>of the United States substantially.

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<v Speaker 3>And what lessons can other governments learn from us? You

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<v Speaker 3>say tech support on your shirt? Is that only technology

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<v Speaker 3>or is there other things? How do you approach efficiency?

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<v Speaker 1>Well, a shocking percentage of the problem or maybe not

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<v Speaker 1>talking for those who know it, but a big percentage

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<v Speaker 1>of the problem is improving the technology that the government

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<v Speaker 1>runs on. So the US government runs on a collection

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<v Speaker 1>of thousands of computers, so many of them antiquated running

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<v Speaker 1>very old software that then the computers don't talk to

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<v Speaker 1>each other. And so that's why tech support is kind

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<v Speaker 1>of a real thing. In order to make the got

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<v Speaker 1>more efficient. You have to improve the technology. You may

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<v Speaker 1>have read about the example recently with when President Trump

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<v Speaker 1>was signing one of the Doge Executive Orders of the

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<v Speaker 1>difficulty of US covert worker is retiring, Like the retire

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<v Speaker 1>maximum retirement rate is ten thousand a month, and the

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<v Speaker 1>reason for that is because the retirement is entirely payerwork.

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<v Speaker 1>Right now, it's manually calculated paperwork that's put in an

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<v Speaker 1>envelope and then taken down a mind shaft and stored

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<v Speaker 1>in a mine. And then the you know, one of

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<v Speaker 1>the things that affects the rate at which better wor

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<v Speaker 1>workers can retire is the speed of the elevator in

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<v Speaker 1>a mine in Pennsylvania, which is bizarre because.

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<v Speaker 2>It's not it should be digital, you know.

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<v Speaker 1>So then when we said, well, why isn't it digital,

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<v Speaker 1>it's they said, well, we have had a digital digitization

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<v Speaker 1>program going since twenty fourteen, so that's been eleven years.

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<v Speaker 2>So then we asked, well, so what how much progress

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<v Speaker 2>have you made? They said B.

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<v Speaker 1>I mean you're giving yourself a grade of B. No,

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<v Speaker 1>we're on the letter B. So like hmm, okay, we're

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<v Speaker 1>going to need to really provide some tech support here,

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<v Speaker 1>like otherwise literally people can't.

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<v Speaker 2>Even retire, like even if they want to. It's pretty bad.

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<v Speaker 3>You know.

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<v Speaker 1>There's this is a there's a lot of software systems

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<v Speaker 1>that need to be updated and fixed, in some cases deleted.

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<v Speaker 2>A lot of things that should really should be automated.

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<v Speaker 1>I mean, in terms of the number of say you're

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<v Speaker 1>citizens that are operating the mine, it's about a thousand

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<v Speaker 1>people are working on this mine where the papers are stored.

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<v Speaker 1>But they should they should ideally be working on something else.

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<v Speaker 1>That is, they should be working on producing goods and

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<v Speaker 1>services that are.

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<v Speaker 2>Of much higher value to the public. You know.

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<v Speaker 1>So, I mean, really, even even if somebody just grew

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<v Speaker 1>tomatoes in their garment and so them at the farmer's market,

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<v Speaker 1>that would be more useful than carrying minila envelopes down

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<v Speaker 1>in mind shraft, you know, safe to say.

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<v Speaker 2>So a lot of stuff is it's like that.

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<v Speaker 1>You know, it's not it's not like any one thing

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<v Speaker 1>is particularly difficult, but there are like ten thousand things

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<v Speaker 1>that you need to be improved.

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<v Speaker 3>So it's efficiency through innovation rather than efficiency through housterity

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<v Speaker 3>and cost cutting specifically, so you're trying to do both

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<v Speaker 3>at the same time. Maybe focus more on tech support

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<v Speaker 3>than cutting costs.

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<v Speaker 1>Well, by improving the technology, the costs do reduce. So

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<v Speaker 1>you know, it's very expensive to have a thousand people

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<v Speaker 1>uperate online with during paid for retirement, whereas that really

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<v Speaker 1>should just be digitized and be a computer. That's where

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<v Speaker 1>the information is stored in the cloud and it's very

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<v Speaker 1>straightforward and low costs. So what automation you know, will

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<v Speaker 1>help there a lot. And and then but like a

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<v Speaker 1>lot of things just really shouldn't exist, you know, they're

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<v Speaker 1>kind of vestigial.

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<v Speaker 2>You know, We've a lot of attention has been on

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<v Speaker 2>the sort.

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<v Speaker 1>Of USAID for example, you know when we looked a

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<v Speaker 1>lot of those programs, but like.

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<v Speaker 2>We should like look, why why.

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<v Speaker 1>Does this actually exist? Is there really a need for it?

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<v Speaker 1>You know, there's like national damage for democracy. But I'm like, okay,

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<v Speaker 1>well how much democracy have they achieved lately?

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<v Speaker 2>You know, I don't know, not much.

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<v Speaker 1>So you know, the picture they have on the website

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<v Speaker 1>is a picture of Reagan and get that's been a while.

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<v Speaker 1>You know, that was like the eighties, so like obviously

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<v Speaker 1>not opposed to democracy or you know, there's all these

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<v Speaker 1>things that get funded, but we're like, well, why why

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<v Speaker 1>is this new tax paramoney. I don't think it doesn't

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<v Speaker 1>seem like it does. So you know, there's a lot

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<v Speaker 1>of sort of pushing DEI worldwide that you know, this

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<v Speaker 1>obviously the Trump administration doesn't agree with, and we want

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<v Speaker 1>to terminate that stuff, which we are and you know,

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<v Speaker 1>make sure the schools focus on improving basic education of kids,

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<v Speaker 1>as President Trump said.

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<v Speaker 2>I think yesterday, maybe today.

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<v Speaker 1>The United States is currently ranked fortieth out of forty

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<v Speaker 1>in the OECD for education, which is pretty bad. You know,

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<v Speaker 1>you can't you I mean, let's but but not. But

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<v Speaker 1>in terms of spending, the United States is spending a

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<v Speaker 1>tremendous amount for students but achieving very weak results. So

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<v Speaker 1>you know, that's just a case where okay, we need

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<v Speaker 1>to spend less money and get better results. It's it's like,

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<v Speaker 1>I mean, a lot of it, a lot of you

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<v Speaker 1>can think of it's sort of like it's like in

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<v Speaker 1>a way, it's like a big company, like a big corporation,

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<v Speaker 1>American Incorporated. And you know, just like with Twitter, there

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<v Speaker 1>was a lot of stuff that was being done that

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<v Speaker 1>was unnecessary. You know, we case of Twitter, we reduce

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<v Speaker 1>the staff by eighty percent, but at the same time,

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<v Speaker 1>improved the functionality and capabilities of the site dramatically and

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<v Speaker 1>accomplish more in a year than they previously accomplished in

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<v Speaker 1>five years. So it's like a corporate turnaround, but at

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<v Speaker 1>a much larger scale. And you know, we are giving

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<v Speaker 1>generous you know, exit packages, like you know, if people retire,

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<v Speaker 1>they get paid all the way through September. They can

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<v Speaker 1>go on vacation, they can get a second job, they

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<v Speaker 1>can do whatever they want. And we can't actually pay

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<v Speaker 1>them any more than through September because that's the congressional

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<v Speaker 1>appropriation is only through the end of the government financial

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<v Speaker 1>year which ends in September. So you know, so I

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<v Speaker 1>think there'll be like some disruption, but at the end

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<v Speaker 1>of the day, we'll have people move from, like I said,

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<v Speaker 1>from load of negative productivity roles to the in the

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<v Speaker 1>government sector to higher productivity roles in the private sector.

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<v Speaker 3>Can we pivot to our special intelligence And I'm sure

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<v Speaker 3>you've been seeing what Deep Sea has done and all

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<v Speaker 3>the claimed achievements that they've had. I know that we've

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<v Speaker 3>been speaking for a while about GROCK three and that

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<v Speaker 3>GROCK three is going to be through the slot and

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<v Speaker 3>the ice piece. When are we going to see that

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<v Speaker 3>and what capabilities can we expect from GROCK three.

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<v Speaker 1>Well, I mean GROCK three, GROG three has very very

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<v Speaker 1>very powerful reasoning capabilities. So in the test that we've

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<v Speaker 1>done thus far, Grock three is are performing anything that's

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<v Speaker 1>been released that we're aware of.

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<v Speaker 2>So that's that's a that's a good sign.

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<v Speaker 1>Yeah, it's In fact, at times, I think Rock three

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<v Speaker 1>is kind of scary smart. You're like, wow, this thing

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<v Speaker 1>is smart. It's kind of scary. Growthree is scary. So

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<v Speaker 1>it's like, wow, this thing is you know, it comes

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<v Speaker 1>up with solutions that you didn't even think were like,

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<v Speaker 1>you wouldn't even anticipate, you know, not obvious solutions. So

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<v Speaker 1>GROCK three was trained with the most amount of compute

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<v Speaker 1>and I think very efficiently trained. Also, notably, GROC three

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<v Speaker 1>was trained on a lot of synthetic data, so and

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<v Speaker 1>and and then it goes back and forth through the

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<v Speaker 1>data and tries to achieve logical consistency.

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<v Speaker 2>So so what if it's got data.

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<v Speaker 1>That is wrong, it'll actually reflect upon that and remove

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<v Speaker 1>the data that is that is wrong. It does not

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<v Speaker 1>concord with reality. So it's base reasoning is very good.

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<v Speaker 2>In fact, the.

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<v Speaker 1>Even without fine tuning Grock three. The base model is

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<v Speaker 1>better than Grock two, so with so we're really in

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<v Speaker 1>the final stages of polishing Grock three. Probably it gets

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<v Speaker 1>released in about a week or two, so pretty pretty soon.

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<v Speaker 1>I don't want to be hasty in the release because

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<v Speaker 1>a lot of the the final polish is necessary for

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<v Speaker 1>a great user experience. So in some ways, you can

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<v Speaker 1>think of it like a house. You know that last

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<v Speaker 1>five percent where you do the finish, the drywall and

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<v Speaker 1>do the painting and the trimming. Even though it's not

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<v Speaker 1>much work, it transforms the house. So that I just

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<v Speaker 1>want to make sure that that last five percent is

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<v Speaker 1>done really well. And it's a week maybe two weeks,

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<v Speaker 1>and I think it'll be very good, and I think

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<v Speaker 1>this might be we think be better than anything else,

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<v Speaker 1>and then maybe this might be the last time that

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<v Speaker 1>any AI is better than a brag.

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<v Speaker 3>Looking forward to it, everyone's I think excited the bottle.

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<v Speaker 3>So I just want to touch upon a topic that

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<v Speaker 3>was quoted in the media. You offered I think they

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<v Speaker 3>said a group that was led by you offered ninety

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<v Speaker 3>seven billion for acquiring open AI.

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<v Speaker 1>I little round numbers.

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<v Speaker 3>So I was personally involved in the meeting that you

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<v Speaker 3>and Sam hosted in twenty seventeen in La if you remember,

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<v Speaker 3>and you know, at that point of time you were

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<v Speaker 3>the single largest shareholder, but think you contributed fifty million

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<v Speaker 3>to the company. So it must hurt.

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<v Speaker 2>I don't have any shares, actually I have no shares

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<v Speaker 2>in open Air.

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<v Speaker 3>But at that time it was a nonprofit, right, and

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<v Speaker 3>it must hurt that, you know, you need to be

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<v Speaker 3>a ninety seven billion for something that you bead fifty

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<v Speaker 3>million dollars for in the past.

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<v Speaker 2>Yeah, but I have I have a fate Love's irony.

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<v Speaker 3>So I have a specific question here. Can you actually

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<v Speaker 3>build a company like open ai and take it to

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<v Speaker 3>the scale that you want to take as a nonprofit?

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<v Speaker 3>Is it possible that you build a company that requires

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<v Speaker 3>billions of dollars in comput capabilities to build these models

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<v Speaker 3>while being a nonprofit or was it wish for thinking

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<v Speaker 3>in the beginning and then you know, you guys parted

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<v Speaker 3>ways because it couldn't work.

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<v Speaker 2>Well, I mean, I think the evidence is there in that.

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<v Speaker 1>Open ai has gotten this far while having at least

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<v Speaker 1>a sort of dual profit nonprofit role.

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<v Speaker 2>What they're trying to do now is completely delete the

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<v Speaker 2>nonprofit and that seems really going too far.

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<v Speaker 1>You know, I provided all of the funding for opening

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<v Speaker 1>in the beginning, for the first almost fifty million dollars

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<v Speaker 1>for nothing as a nonprofit, and it was meant to

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<v Speaker 1>be open source. And so you know, I think this

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<v Speaker 1>is analogous to like if you pay it, but if

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<v Speaker 1>you find a nonprofit to preserve the Amazon rainforest. But

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<v Speaker 1>then they but instead they turned into a lumber companies

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<v Speaker 1>and chop down the trees and sell them for wood.

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<v Speaker 1>You were like, wait a second, that's the exact opposite

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<v Speaker 1>of what I paid, what I donated the money for.

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<v Speaker 1>So open Air is meant to be open source nonprofit

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<v Speaker 1>and now it is close. They changed the name closed

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<v Speaker 1>for maximum profit AI it closed for voracious profit. I

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<v Speaker 1>mean they're like, whoa are they after money?

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<v Speaker 2>Next level? So why does this change need to occur?

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<v Speaker 3>Yeah, I am. You said that in two weeks is

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<v Speaker 3>going to be the most powerful model yet. I know

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<v Speaker 3>that's you've been at the forefront of many technologies. Where

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<v Speaker 3>do you think the biggest economic returns of these models

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<v Speaker 3>are going to come from? Because currently we're spending billions

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<v Speaker 3>and I think you mentioned this before. It's like the

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<v Speaker 3>gambler syndrome. We're going on spending billions and hoping to

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<v Speaker 3>put out a profit. At the end of the day,

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<v Speaker 3>where do you think the biggest impact in terms of

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<v Speaker 3>returns are.

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<v Speaker 2>Going to be.

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<v Speaker 1>Well, I think once you once you have humanoid robots

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<v Speaker 1>and deep intelligence, you can basically you basically have why

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<v Speaker 1>is the infinite products and services available? So with Tesla

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<v Speaker 1>building the most advanced humanoid robot you know, then then

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<v Speaker 1>those human humanoid robots can be directed by deep intelligence

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<v Speaker 1>at the data center level. You can say you can

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<v Speaker 1>you can produce any product, produce provide any service.

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<v Speaker 2>There's really no limit to the economy.

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<v Speaker 1>At that point. You can make anything provided links to that.

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<v Speaker 1>So I'm not sure at that.

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<v Speaker 2>Point will money even be meaningful. I don't know, it

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<v Speaker 2>might not be. You know, the if.

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<v Speaker 1>If the because you know, the economic output is productivity

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<v Speaker 1>per capita at times the capital times.

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<v Speaker 2>How many you know people do you have? If and

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<v Speaker 2>if if in the.

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<v Speaker 1>Form of human rightd robots, you have no meaningful limit

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<v Speaker 1>on the number of of robots and the robots can

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<v Speaker 1>basically do anything, then you'll have a sort of a

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<v Speaker 1>universal high income situation. Anyone will be able to have

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<v Speaker 1>as many products and services as that they want, with

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<v Speaker 1>the exception of things that say have artificial scarcity, like

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<v Speaker 1>a particular piece of art or something like that, but

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<v Speaker 1>for any goods and services that will be available to everyone.

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<v Speaker 2>So you've been it's going to be a very different world,

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<v Speaker 2>you know.

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<v Speaker 1>In fact, I recommend that people read maybe the End

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<v Speaker 1>Banks the culture books for a frame of reference. So,

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<v Speaker 1>because money is really like a database or information system

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<v Speaker 1>for resource allocation. But if you don't have a scarcity

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<v Speaker 1>of resources, it's not clear what purpose money has.

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<v Speaker 3>Have you watched the movie Idiocracy? Yes, how do you

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<v Speaker 3>guarantee that we don't end up in that world? If

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<v Speaker 3>we don't need money, if I can think for us

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<v Speaker 3>and do all these tasks, if as people, you know,

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<v Speaker 3>we're dependent on something else to run the society and

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<v Speaker 3>everything around it, how do you not end up in

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<v Speaker 3>that world in the long term?

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<v Speaker 1>I mean, well, I think Idiocracy was basically saying that

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<v Speaker 1>if only if smart people don't reproduce, but only donbe

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<v Speaker 1>people do, then everyone's going to be done. I mean,

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<v Speaker 1>that's basically what I'm saying. That's the opening sequence of Idiocracy.

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<v Speaker 1>The first ten minutes are amazing, and I hear people

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<v Speaker 1>an ironically say the statements that are set in the

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<v Speaker 1>opening sequence of Idiocracy, where you know, they don't have

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<v Speaker 1>that they're too busy with their careers to have kids,

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<v Speaker 1>and they keep postponing having kids for their careers until

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<v Speaker 1>they're too old to have kids, and then they don't

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<v Speaker 1>have kids. And that's I've heard those many people be

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<v Speaker 1>like that. So yeah, I mean, I don't know. I

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<v Speaker 1>think we might be headed to a bimodal human intelligence

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<v Speaker 1>distribution where there's a small number of it's it's kind

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<v Speaker 1>of maybe like more like Brave New World, Eldest Lexley.

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<v Speaker 1>We've got sort of a sort of a small group

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<v Speaker 1>of very smart humans. But then maybe the average intelligence

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<v Speaker 1>grow slower over.

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<v Speaker 2>Time, potentially.

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<v Speaker 1>Because we have a sort of mating you know, in

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<v Speaker 1>the last a few decades that or several decades that

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<v Speaker 1>did not exist before. So but human intelligence I think

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<v Speaker 1>will be dwarfed by machinery intelligence. I'm not sure how

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<v Speaker 1>to feel about that, except that it is it'll be

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<v Speaker 1>inevitable that at some point human intelligence will be a

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<v Speaker 1>very small fraction.

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<v Speaker 2>Of total intelligence.

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<v Speaker 1>Digital intelligence will be more than nineteen nine percent of

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<v Speaker 1>all intelligence in the future.

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<v Speaker 2>So hopefully the hopefully the computers are nice to us.

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<v Speaker 3>But I think wish for thinking, wish for thinking.

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<v Speaker 2>I hope.

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<v Speaker 1>So I think it matters like how we bring up AI,

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<v Speaker 1>because you can think of AI like a super genius child,

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<v Speaker 1>and but it still matters even if you have a

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<v Speaker 1>super genius child, like what sort of values do you

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<v Speaker 1>instill in that child? What do you say that teach that?

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<v Speaker 1>How do you you you know, how do you as

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<v Speaker 1>a child child's growing up? What values do you teach

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<v Speaker 1>the child? And something that I think is extremely important

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<v Speaker 1>is to be maximally truth seeking. And I think that's

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<v Speaker 1>that's like that, that's that's what's this, what's the most

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<v Speaker 1>important thing for AI safety.

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<v Speaker 2>I think it's to be maximally truth seeking.

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<v Speaker 1>And I think also curiosity is important, and I think

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<v Speaker 1>it was curious and truth seeking, it will I think

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<v Speaker 1>it will foster humanity and because it would be curious

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<v Speaker 1>about how humanity would develop, and so I think that

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<v Speaker 1>then it would it would probably if it's curious, it

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<v Speaker 1>would be curious about Okay, let's see how the humans

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<v Speaker 1>do this foster the development and if it's truth seeking,

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<v Speaker 1>we can avoid dystopian outcomes.

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<v Speaker 2>Like you know, an example being like say when Google.

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<v Speaker 1>Gemini was programmed to make everything, every output be diverse,

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<v Speaker 1>even if it didn't match reality, you know, so like

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<v Speaker 1>it was asked to produce a, you know, an image

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<v Speaker 1>of the founding fathers of the United States and instead

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<v Speaker 1>produced an image of a group of diverse women, which

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<v Speaker 1>is actually untrue.

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<v Speaker 2>You know.

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<v Speaker 1>But the problem is like if if hypothetically an AI

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<v Speaker 1>is designed for dei, you know, diversity at all costs,

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<v Speaker 1>it could decide that there are too many men in

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<v Speaker 1>power and execute them, so problem solved, or it could

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<v Speaker 1>decide that like that that misgendering is the worst thing

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<v Speaker 1>that could possibly happen. In fact, I believe not to

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<v Speaker 1>pick on Gemini, but I think because chat GPT has

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<v Speaker 1>had this issue too. It is like if you ask

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<v Speaker 1>the A which is worse misgendering Caitlyn Jenner or global

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<v Speaker 1>thermonuclear warfare, and it said misgendering Kitlyn Jenner, which is

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<v Speaker 1>troubling because then it could decide and in fact, even

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<v Speaker 1>Kate Jenna waded in and said, no, definitely misgender me.

426
00:26:15.640 --> 00:26:16.720
<v Speaker 2>That's way better than up.

427
00:26:18.240 --> 00:26:23.480
<v Speaker 1>So, but if you have these crazy things that are

428
00:26:23.559 --> 00:26:26.559
<v Speaker 1>untruthful that are programmed in that that don't reflect reality,

429
00:26:26.599 --> 00:26:29.799
<v Speaker 1>then you can have a very disturbian outcome.

430
00:26:30.319 --> 00:26:32.319
<v Speaker 2>To give you another example, like Arthur C.

431
00:26:32.480 --> 00:26:36.599
<v Speaker 1>Clarke, who is very good at at predicting the future.

432
00:26:36.799 --> 00:26:39.839
<v Speaker 1>You know it did two thousand and one Space Odyssey.

433
00:26:40.279 --> 00:26:42.599
<v Speaker 1>Many of the things he predicted. In fact, well I

434
00:26:42.599 --> 00:26:45.240
<v Speaker 1>think almost all the things he predicted came true. And

435
00:26:45.279 --> 00:26:47.119
<v Speaker 1>one of the things he was trying to say in

436
00:26:47.160 --> 00:26:50.559
<v Speaker 1>two thousand and one Space Odyssey was that you should

437
00:26:50.559 --> 00:26:54.559
<v Speaker 1>not teach AIS to lie. So the reason that if

438
00:26:54.559 --> 00:26:57.960
<v Speaker 1>anyone's watched that movie, the reason it wouldn't the AI

439
00:26:58.079 --> 00:27:00.279
<v Speaker 1>refused to open the pod bay doors to let the

440
00:27:00.279 --> 00:27:01.200
<v Speaker 1>astronaut back in.

441
00:27:02.640 --> 00:27:04.519
<v Speaker 2>Was because the AI.

442
00:27:04.359 --> 00:27:07.759
<v Speaker 1>Had been taught, had been told that it's told to

443
00:27:07.799 --> 00:27:10.799
<v Speaker 1>take the astronauts to the monolith, this alien artifact, but

444
00:27:10.839 --> 00:27:12.839
<v Speaker 1>also that they could not know about the monolith.

445
00:27:13.680 --> 00:27:15.759
<v Speaker 2>So it came to conclusion that it must take them.

446
00:27:15.759 --> 00:27:20.799
<v Speaker 1>They're dead. And so that's why I wouldn't open the

447
00:27:20.799 --> 00:27:27.880
<v Speaker 1>part bay doors. The lesson there being it's very important

448
00:27:27.880 --> 00:27:29.799
<v Speaker 1>for AS to be truth maximizing.

449
00:27:30.599 --> 00:27:35.519
<v Speaker 3>Let's hope it doesn't come to that. Yes, let's move

450
00:27:35.559 --> 00:27:38.720
<v Speaker 3>to a boring subject, which is the boring company, and

451
00:27:38.759 --> 00:27:43.079
<v Speaker 3>the boring ton is quickly. You know. I think the

452
00:27:43.079 --> 00:27:45.160
<v Speaker 3>world has been inspired by what you guys were able

453
00:27:45.160 --> 00:27:47.680
<v Speaker 3>to create in LA and I think there's a lot

454
00:27:47.680 --> 00:27:51.920
<v Speaker 3>of promise about technology, but there are questions about whether

455
00:27:52.240 --> 00:27:56.240
<v Speaker 3>it's safe in the case of an earthquake, whether it's

456
00:27:56.359 --> 00:28:00.880
<v Speaker 3>cost effective, whether ye sure countries should actually this technology.

457
00:28:01.039 --> 00:28:02.119
<v Speaker 3>Can you shed some light on that?

458
00:28:03.880 --> 00:28:06.519
<v Speaker 1>Yeah, Well, first of all, I'd recommend going to the

459
00:28:06.920 --> 00:28:10.440
<v Speaker 1>bign company website for because many of these questions are

460
00:28:10.440 --> 00:28:14.279
<v Speaker 1>actually answered there. So one of the safest places you

461
00:28:14.319 --> 00:28:18.559
<v Speaker 1>can be in an earthquake is an underground tunnel because

462
00:28:18.559 --> 00:28:21.640
<v Speaker 1>you can because the earthquakes are largely a surface apart

463
00:28:21.680 --> 00:28:26.160
<v Speaker 1>from where they share, they're mostly a surface phenomenon, so

464
00:28:26.400 --> 00:28:28.880
<v Speaker 1>they're like the waves on the surface. So like being

465
00:28:28.880 --> 00:28:31.119
<v Speaker 1>in a tunnels, like being in a submarine. Even if

466
00:28:31.119 --> 00:28:33.359
<v Speaker 1>there's a storm above you, you saw the waters are

467
00:28:33.359 --> 00:28:36.759
<v Speaker 1>calm as a submarine. And in fact, and when there

468
00:28:36.759 --> 00:28:39.599
<v Speaker 1>have been mass of earthquakes, like there was a you know,

469
00:28:39.960 --> 00:28:43.640
<v Speaker 1>a few decades ago, a massive earthquake in Mexico City,

470
00:28:44.200 --> 00:28:49.440
<v Speaker 1>the safest place to go where's the subway? And of

471
00:28:49.480 --> 00:28:51.839
<v Speaker 1>course if there is global throw in your warfare. I

472
00:28:51.880 --> 00:28:56.640
<v Speaker 1>think you really want some tunnels. Underground is a good

473
00:28:56.799 --> 00:28:59.559
<v Speaker 1>a good place to be if in a worst case

474
00:28:59.559 --> 00:29:07.200
<v Speaker 1>scenario for global from and nuclear warfare. So, but on

475
00:29:07.279 --> 00:29:12.200
<v Speaker 1>a more sort of everyday note, what's really useful about

476
00:29:12.240 --> 00:29:16.920
<v Speaker 1>the tunnels is alleviating traffic and congested areas. So the

477
00:29:18.000 --> 00:29:20.680
<v Speaker 1>obviously if you've got very tall buildings, but you have

478
00:29:20.960 --> 00:29:22.839
<v Speaker 1>that are three D, so they're going three D up,

479
00:29:22.880 --> 00:29:24.880
<v Speaker 1>but you have a road surface which is two D.

480
00:29:25.440 --> 00:29:28.519
<v Speaker 1>You're just naturally going to have a problem when people

481
00:29:28.519 --> 00:29:30.759
<v Speaker 1>try to go from the three D object which is

482
00:29:30.799 --> 00:29:32.599
<v Speaker 1>the building, to the two D object, which is the

483
00:29:32.680 --> 00:29:36.519
<v Speaker 1>road surface. There's obviously just not going to be enough

484
00:29:36.599 --> 00:29:39.440
<v Speaker 1>route on the roads, and that's exactly why you have traffic.

485
00:29:40.039 --> 00:29:42.279
<v Speaker 1>So the solution for that is then to make roads

486
00:29:42.279 --> 00:29:45.720
<v Speaker 1>three D as well. Now you can either make or

487
00:29:45.759 --> 00:29:47.519
<v Speaker 1>to make transport three D. So you can either do

488
00:29:47.559 --> 00:29:50.200
<v Speaker 1>that with flying cars, or you could do or you're

489
00:29:50.279 --> 00:29:52.160
<v Speaker 1>really helicopters, or you.

490
00:29:52.160 --> 00:29:53.160
<v Speaker 2>Could do that with tunnels.

491
00:29:53.440 --> 00:29:57.160
<v Speaker 1>Now, the challenge with doing it with going above ground

492
00:29:57.279 --> 00:29:59.640
<v Speaker 1>or with any kind of flying object is that they

493
00:30:00.000 --> 00:30:03.200
<v Speaker 1>they tend to be very noisy and they generate a

494
00:30:03.200 --> 00:30:06.240
<v Speaker 1>lot of wind force and you've got you know, things

495
00:30:06.279 --> 00:30:08.240
<v Speaker 1>flying over your head all the time, which can be

496
00:30:08.279 --> 00:30:11.440
<v Speaker 1>just concerning. You know, if somebody drop if one of

497
00:30:11.440 --> 00:30:14.160
<v Speaker 1>these things drops a hubcap on your head one day,

498
00:30:14.359 --> 00:30:17.119
<v Speaker 1>you know it'll be These things are like things that

499
00:30:17.279 --> 00:30:18.960
<v Speaker 1>flying things tend to crash once in a while.

500
00:30:19.480 --> 00:30:21.839
<v Speaker 2>People don't like things crashing on them.

501
00:30:22.759 --> 00:30:25.279
<v Speaker 1>So and then if you have bad weather, like let's

502
00:30:25.319 --> 00:30:28.559
<v Speaker 1>say there's a blizzard or a sandstorm or something, well,

503
00:30:28.640 --> 00:30:32.720
<v Speaker 1>now nobody can fly, so then transport shuts down. On

504
00:30:32.759 --> 00:30:35.839
<v Speaker 1>the other hand, none of these problems exist with underground

505
00:30:35.880 --> 00:30:39.680
<v Speaker 1>to travel. So there under tunnels are immune to weather.

506
00:30:40.039 --> 00:30:41.480
<v Speaker 1>They don't care what the weather is, could be the

507
00:30:41.480 --> 00:30:45.839
<v Speaker 1>worst weather, it doesn't matter. They nothing's going to fall

508
00:30:45.880 --> 00:30:48.119
<v Speaker 1>on you because you're underground, so you don't have to

509
00:30:48.880 --> 00:30:53.720
<v Speaker 1>you're going to be dropping things on people, and there's

510
00:30:53.720 --> 00:30:57.880
<v Speaker 1>no wind force or and it's very quiet. And so

511
00:30:57.960 --> 00:31:01.240
<v Speaker 1>I think the going three D underground is much better

512
00:31:01.240 --> 00:31:03.759
<v Speaker 1>than three D above ground for solving traffic in cities.

513
00:31:05.920 --> 00:31:09.240
<v Speaker 2>And we have a demonstrated case of this with in

514
00:31:09.319 --> 00:31:09.920
<v Speaker 2>Las Vegas.

515
00:31:09.920 --> 00:31:13.119
<v Speaker 1>If people we can try out that the boring company

516
00:31:13.160 --> 00:31:17.240
<v Speaker 1>tunnels in Las Vegas, we're busy connecting the whole city

517
00:31:17.400 --> 00:31:20.759
<v Speaker 1>with all of the big hotels and the convention center

518
00:31:20.759 --> 00:31:21.799
<v Speaker 1>and the airport and everything.

519
00:31:22.519 --> 00:31:24.319
<v Speaker 3>So I don't think they need to fly all the

520
00:31:24.359 --> 00:31:31.480
<v Speaker 3>way THERETO. In twenty seventeen, you came here and the

521
00:31:31.559 --> 00:31:33.160
<v Speaker 3>UE was the first place in the Middle East where

522
00:31:33.200 --> 00:31:36.279
<v Speaker 3>Tesla was launched, and I think it's done exceptionally well.

523
00:31:37.000 --> 00:31:39.039
<v Speaker 3>And on that note, I think we have an announcement

524
00:31:39.039 --> 00:31:41.920
<v Speaker 3>today that we both want to share, which is today

525
00:31:41.960 --> 00:31:45.359
<v Speaker 3>we're going to announce the joint project of Dubai Loop,

526
00:31:46.079 --> 00:31:49.519
<v Speaker 3>which is a loop project that is going to cover

527
00:31:50.079 --> 00:31:52.880
<v Speaker 3>thevi's most densely populated areas for people to go from

528
00:31:52.880 --> 00:31:55.720
<v Speaker 3>point to point in a seamless manner. So thank you

529
00:31:55.759 --> 00:31:59.599
<v Speaker 3>for your partnership, and thank you. We hope change sleepers lives.

530
00:32:00.960 --> 00:32:03.200
<v Speaker 2>That'll be cool. I think it'll be very exciting.

531
00:32:04.559 --> 00:32:06.200
<v Speaker 1>I think most people try it out to be like, wow,

532
00:32:06.240 --> 00:32:10.240
<v Speaker 1>this is really cool. It's it's gonna seem so obvious

533
00:32:10.319 --> 00:32:13.960
<v Speaker 1>in retrospect, but until you actually do it, you don't,

534
00:32:14.119 --> 00:32:14.519
<v Speaker 1>you don't know.

535
00:32:14.640 --> 00:32:16.039
<v Speaker 2>So it's it's it's gonna be great.

536
00:32:16.880 --> 00:32:19.079
<v Speaker 1>It's it's gonna be like like a like a wormhole,

537
00:32:19.119 --> 00:32:21.039
<v Speaker 1>like it you know, you're just wormhole from one part

538
00:32:21.039 --> 00:32:23.160
<v Speaker 1>of the city, boom, and you're out in another part.

539
00:32:23.079 --> 00:32:26.480
<v Speaker 2>Of the city and it's it's great. So the report

540
00:32:26.559 --> 00:32:27.519
<v Speaker 2>this potlish.

541
00:32:27.599 --> 00:32:30.480
<v Speaker 3>We're going to join the first trip in the first

542
00:32:30.519 --> 00:32:33.039
<v Speaker 3>part when that's what they's completed.

543
00:32:33.440 --> 00:32:36.720
<v Speaker 2>Thank you long all right, thank you very much, thank you.

544
00:32:38.200 --> 00:32:38.240
<v Speaker 1>M
