back to indexRay Dalio: Principles, the Economic Machine, AI & the Arc of Life | Lex Fridman Podcast #54
Chapters
0:0 Introduction
1:33 Sponsor
2:56 What is truth
5:30 The 5step process
7:41 The call to adventure
8:39 The shapers
13:28 Being a players
15:9 Confidence and openmindedness
17:10 Delusion
19:15 The Abyss
21:0 Economic Depression
24:38 Idea meritocracy
27:39 The economy
29:23 Credit
32:59 Money
40:36 Central bank
42:57 The principles
44:35 Disruptions
46:23 AI
51:32 Principles
00:00:00.000 |
The following is a conversation with Ray Dalio. 00:00:05.120 |
and co-chief investment officer of Bridgewater Associates, 00:00:11.920 |
that is famous for the principles of radical truth 00:00:17.920 |
Ray is one of the wealthiest people in the world 00:00:20.760 |
with ideas that extend far beyond the specifics 00:00:27.400 |
are brilliantly summarized in his book "Principles." 00:00:32.760 |
on several other platforms, including YouTube, 00:00:35.280 |
where, for example, the 30-minute video titled 00:00:55.080 |
psychologists, physicists, economists, investors, 00:01:10.880 |
That journey includes the mechanisms of our economy, 00:01:38.480 |
I personally use Cash App to send money to friends, 00:01:41.220 |
but you can also use it to buy, sell, and deposit Bitcoin. 00:02:03.120 |
Brokerage services are provided by Cash App Investing, 00:02:14.360 |
that many of you may know and have benefited from, 00:02:17.320 |
called FIRST, best known for their FIRST Robotics 00:02:22.440 |
They educate and inspire hundreds of thousands of students 00:02:28.120 |
and have a perfect rating on Charity Navigator, 00:02:35.500 |
When you get Cash App from the App Store or Google Play 00:02:46.760 |
that I've personally seen inspire girls and boys 00:02:52.440 |
And now here's my conversation with Ray Dalio. 00:02:55.900 |
Truth or more precisely an accurate understanding 00:02:59.560 |
of reality is the essential foundation of any good outcome. 00:03:16.720 |
and perhaps something that has not been done before, 00:03:29.040 |
implies that truth and newness are almost at odds. 00:03:59.400 |
and how to stress test those types of things. 00:04:13.280 |
don't let something that's never been done before 00:04:15.700 |
stand in the way of you doing that particular thing. 00:04:29.440 |
you're going to learn a lot more about what truth is. 00:04:43.560 |
Do the experimentation to find out what's true 00:04:50.400 |
So I think that when you're thinking about it 00:04:56.040 |
that almost implies that you're letting people 00:05:03.540 |
what's been discovered before to find out what's true. 00:05:06.480 |
And what's been discovered before is often not true. 00:05:10.720 |
Conventional view of what is true is very often wrong. 00:05:19.800 |
and okay, this thing, it goes this way and that way. 00:05:22.360 |
And so definitions of truths that are conventional 00:05:28.720 |
- How do you know the thing that has been done before 00:05:54.080 |
what truth is and what's possible through that process. 00:06:04.780 |
that stand in the way of you getting to your goals. 00:06:11.360 |
Then the fourth step is then now that you know 00:06:13.780 |
the exact root cause, you design a way to get around those 00:06:17.920 |
and then you follow through and do the designs 00:06:21.080 |
you set out to do and it's the experimentation. 00:06:27.480 |
is that they try to decide whether they're gonna be 00:06:34.040 |
And they don't know how to do the process well 00:06:36.160 |
because the nature of your questions are along those lines 00:06:54.840 |
is a person who can take something from visualization, 00:07:02.960 |
from visualization to actualization, building it out. 00:07:06.140 |
That includes Elon Musk, I gave him the personality test, 00:07:15.280 |
And they know that process that I'm talking about. 00:07:18.740 |
They experience it which is a process essentially 00:07:34.360 |
to learn very rapidly as they're moving toward that goal. 00:07:38.220 |
- So the call to adventure, the adventure starts 00:07:42.240 |
not trying to analyze the probabilities of the situation 00:07:50.240 |
- It is being a, it's simultaneously being a dreamer 00:08:01.840 |
For whatever reason, I can't tell you how much 00:08:05.160 |
of it's genetics and how much it's environment 00:08:11.440 |
That notion is exciting, being creative is exciting 00:08:20.360 |
Okay, how do I know, how do I learn very well 00:08:23.520 |
and then how do I imagine and then how do I experiment 00:08:34.800 |
the more one does it, the better one becomes at it. 00:08:38.960 |
- You mentioned shapers, Elon Musk, Bill Gates. 00:08:43.620 |
Who are the shapers that you find yourself thinking about 00:08:51.120 |
the ones that define the archetype of a shaper for you? 00:08:54.400 |
- Well, as I say, a shaper for me is somebody 00:09:04.720 |
and then actually builds it out and makes the world 00:09:08.240 |
different, changes the world in that kind of a way. 00:09:10.800 |
So when I look at it, Mark Benioff with Salesforce, 00:09:32.440 |
- What are the commonalities in some of them? 00:09:38.960 |
the excitement of something new, that call to adventure 00:09:43.280 |
and then again, that practicality, the capacity to learn. 00:09:47.920 |
The capacity then, they're able to be in many ways 00:09:52.480 |
full rage, that means they're able to go from 00:10:02.360 |
he describes, he gets a lot of money from selling PayPal, 00:10:09.920 |
"Why isn't anybody going to Mars or outer space? 00:10:13.920 |
"What are we gonna do if the planet goes to hell? 00:10:24.440 |
says, "I'm gonna take, okay, half of my money 00:10:30.720 |
And he learns and blah, blah, blah, blah, blah, 00:10:32.240 |
and he's got creative, okay, that's one dimension. 00:10:49.780 |
So he's simultaneously talking about the big, 00:10:56.360 |
when does humanity going to abandon the planet? 00:10:59.920 |
But he will then be able to take it down into the detail 00:11:07.840 |
and see things at those types of perspective. 00:11:09.840 |
- And then you've seen that with the other shapers as well. 00:11:11.600 |
- And that's a common thing that they can do that. 00:11:14.120 |
Another important difference that they have in mind 00:11:21.120 |
I mean, meaning there's nothing more important 00:11:26.160 |
And so what they have in common is that there's a test 00:11:34.120 |
'cause they're very helpful for understanding people. 00:11:38.720 |
And one of the things in workplace inventory test 00:11:49.580 |
This includes Muhammad Yunus who invented microfinance, 00:11:53.540 |
social enterprise impact investing as Muhammad Yunus 00:12:04.240 |
one of the 10 greatest entrepreneurs of our time. 00:12:08.920 |
He's built all sorts of businesses to give back money 00:12:22.380 |
I mean, very modest lifestyle and he puts all his money 00:12:27.280 |
And he tests low on what's called concern for others 00:12:30.120 |
because what it really, the questions under that 00:12:33.240 |
are questions about conflict to get at the mission. 00:12:36.860 |
So they all, Jeffrey Canada who changed Harlem Children's 00:12:40.080 |
Zone and developed that to take children in Harlem 00:12:44.160 |
not only just in their education, but their whole lives. 00:12:53.680 |
whether those individuals are performing at a level, 00:13:03.520 |
So when you think of, let's say, Steve Jobs was famous 00:13:15.800 |
And if you have A players, if you put in B players, 00:13:24.000 |
and not letting anybody stand in the way of the mission. 00:13:31.600 |
that the A, B and C players and the importance of, 00:13:36.600 |
so when you have a mission to really only have A players 00:13:41.120 |
and be sort of aggressively filtering for that. 00:13:45.280 |
- Yes, but I think that there are all different ways 00:14:00.520 |
And then you always have to be super excellent, 00:14:04.680 |
in my opinion, you always have to be really excellent 00:14:07.400 |
with people to help them understand themselves 00:14:11.920 |
and get in sync with them about what's true about them 00:14:15.940 |
and their circumstances and how they're doing 00:14:22.120 |
at the same time as you're dealing with them. 00:14:24.440 |
So when I say that they're all different ways, 00:14:32.480 |
So one of the third qualities that I would say 00:14:35.520 |
is to know how to deal well with your not knowing 00:14:46.480 |
so that you're a great orchestrator of different ways 00:14:50.400 |
so that the people who are really, really successful, 00:14:53.880 |
unlike most people believe that they're successful 00:15:09.000 |
- Brilliant, so how do you, when that personality being, 00:15:18.200 |
and at the same time have supreme confidence in your vision? 00:15:24.920 |
Do you see a tension there between the confidence 00:15:28.560 |
- And now it's funny because I think we grow up 00:15:31.220 |
thinking that there's a tension there, right? 00:15:33.280 |
That there's a confidence and the more confidence 00:15:37.060 |
that you have, there's a tension with the open-mindedness 00:15:42.760 |
Confident and accurate are almost negatively correlated 00:15:50.120 |
They're extremely confident and they're often inaccurate. 00:15:53.840 |
And so I think one of the greatest tragedies of people 00:15:57.360 |
is not realizing how those things go together 00:16:04.200 |
I know a lot and how do I know I'm still not wrong 00:16:08.600 |
and how do I take that best thinking available to me 00:16:36.340 |
and what other people who are good at the things 00:16:38.840 |
that they're not good at, they know how to get those people 00:16:43.620 |
because nobody has enough knowledge in their heads. 00:16:46.960 |
And that I think is one of the great differences. 00:17:12.000 |
that you describe in several places to arrive at the truth. 00:17:15.400 |
But I apologize if I'm romanticizing the notion, 00:17:23.680 |
you don't think there's a self-delusion there 00:17:27.580 |
that's necessary, especially in the beginning 00:17:30.040 |
you talk about in the journey, maybe the trials or the abyss. 00:17:34.640 |
Do you think there is value to deluding yourself? 00:17:48.880 |
So I mean, in other words, 'cause we keep going back 00:17:55.040 |
No, I think that delusion is not gonna help you, 00:18:05.340 |
and I don't know how I'm going to get that dream. 00:18:10.140 |
and described the process in a more complete way 00:18:15.060 |
But what happens is I say, you form your dreams first, 00:18:22.460 |
to achieve those dreams because you haven't learned 00:18:31.420 |
So that isn't delusion, I wouldn't use delusion. 00:18:35.660 |
I think you're overemphasizing the importance 00:18:38.740 |
of knowing whether you're going to succeed or not. 00:18:48.380 |
but I'm so realistic in the notion of finding out. 00:18:52.700 |
I'm curious, I'm a great learner, I'm a great experimenter. 00:19:04.980 |
Because if you still live in that world of delusion, okay, 00:19:24.220 |
So many people quit, many people choose a path 00:19:42.180 |
of just being broken by these difficult moments? 00:19:45.440 |
- Well, that's classically the defining moment. 00:20:01.260 |
And that's what, some people get off the field 00:20:04.720 |
and they say, oh, I don't like this and so on. 00:20:07.300 |
And some people learn and they have a metamorphosis 00:20:16.140 |
The number one thing it should give them is uncertainty. 00:20:23.920 |
guy who wants to change the world, crash, okay? 00:20:28.660 |
And then come out of that crashing and saying, 00:20:35.160 |
and scared that I'm gonna be wrong at the same time. 00:20:56.080 |
that allows you to go to the next level of being successful. 00:21:20.600 |
thinking, planning, strategizing at those moments? 00:21:46.720 |
and that this would send the economy tumbling, 00:21:49.880 |
and that was an extremely controversial point of view. 00:21:54.920 |
and it happened in Mexico defaulted in August, 1982. 00:21:58.800 |
I thought that there was gonna be an economic collapse 00:22:03.380 |
because there was a series of the other countries, 00:22:11.000 |
That was the exact bottom in the stock market 00:22:14.080 |
because central banks, monetary policy, blah, blah, blah, 00:22:19.120 |
and I was very publicly wrong, and all of that, 00:22:21.940 |
and I lost money for me, and I lost money for my clients, 00:22:27.880 |
but these were close people, I had to let them go. 00:22:35.680 |
I was so broke I had to borrow $4,000 from my dad 00:22:40.000 |
to help to pay for my family bills, very painful, 00:22:43.160 |
and at the same time, I would say it definitely was 00:22:47.600 |
one of the best things that ever happened to me, 00:22:52.360 |
because it changed my approach to decision making. 00:23:02.880 |
It gave me that, and it didn't give up my audaciousness 00:23:07.520 |
because I was in a position, what am I gonna do? 00:23:10.720 |
Am I gonna go back, put on a tie, go to Wall Street, 00:23:16.560 |
No, I can't bring myself to do that, so I'm at a juncture. 00:23:19.640 |
How do I deal with my risk, and how do I deal with that? 00:23:22.200 |
And it told me how to deal with my uncertainties, 00:23:25.240 |
and that taught me, for example, a number of techniques. 00:23:28.800 |
First, to find the smartest people I could find 00:23:31.780 |
who disagreed with me, and to have quality disagreement. 00:23:35.240 |
I learned the art of thoughtful disagreement. 00:23:41.840 |
That is what led me to create an idea meritocracy. 00:23:46.120 |
In other words, person by person, I hired them, 00:23:51.800 |
who would disagree with each other and me well 00:24:00.240 |
'cause you have to be an independent thinker to do that, 00:24:02.540 |
and to do that not independently of the consensus, 00:24:08.820 |
'cause who know whether you're gonna have the right answer, 00:24:11.460 |
and by doing that, then that was the key to our success, 00:24:15.780 |
and the things that I wanna pass along to people. 00:24:20.900 |
is I'm 70 years old, and that is a magical way 00:24:30.940 |
It's so much better in terms of achieving success 00:24:38.960 |
- So if we can linger on a little bit longer, 00:24:41.580 |
the idea of an idea meritocracy, it's fascinating, 00:24:55.800 |
that are really stuck in certain sets of ideas, 00:25:03.460 |
that's different than your own about a particular topic, 00:25:08.460 |
what kind of process do you go through mentally? 00:25:12.740 |
Are you arguing through the idea with the person? 00:25:32.860 |
- I'm gonna answer that question after saying first, 00:25:36.820 |
almost implicit in your question is it's not common. 00:25:51.620 |
'cause it's only gonna give you common results. 00:25:53.620 |
If you want unique, you have a unique approach. 00:26:09.740 |
and then saying, I'm not sure it makes sense, 00:26:32.220 |
let's start off, what does the other person know 00:26:36.120 |
So if a person has a higher expertise or things, 00:26:48.460 |
You're taking in, you're assessing when it comes into you. 00:26:57.540 |
If the conversation, as we're trying to decide what is true, 00:27:12.360 |
what is true and how do we explore that together? 00:27:17.660 |
So I would, I said, I describe it as having open-mindedness 00:27:37.460 |
- And when you're doing that kind of back and forth 00:27:44.800 |
to me, perhaps I'm naive, but it seems both incredible 00:27:49.540 |
and incredibly complex, the economy, the trading, 00:28:06.500 |
that people should definitely watch on YouTube. 00:28:14.620 |
That is probably one of the best, if not the best video 00:28:19.100 |
I've seen on the internet in terms of educational videos. 00:28:24.260 |
especially because it's not that the individual components 00:28:40.880 |
So as you described, there's three main forces 00:28:48.380 |
The former productivity growth is how valuable things 00:28:52.140 |
how much value people create, valuable things people create. 00:28:57.140 |
The latter is people borrowing from their future selves 00:29:02.100 |
to hopefully create those valuable things faster. 00:29:09.980 |
But you've also said what most people think about 00:29:15.700 |
Total amount of credit in the US is $50 trillion. 00:29:29.920 |
It gives me just pause that the human civilization 00:29:33.460 |
has been able to create a system that has so much credit. 00:29:40.900 |
do you think credit is good or bad for society? 00:29:45.060 |
That system that's so fundamentally based on credit. 00:29:58.580 |
What happens is they lend it to somebody else 00:30:10.540 |
And if it works well, it helps resource allocations go well, 00:30:24.060 |
and they'll give them credit and along those lines. 00:30:34.500 |
principles of big debt crises that go into that. 00:30:38.700 |
And it's free by the way, I put it free online as a PDF. 00:30:55.780 |
And so you always have it overdone in always the same way. 00:31:00.780 |
Everything by the way, almost everything happens 00:31:06.300 |
Okay, so these debt crises all happen over and over again 00:31:16.100 |
They get it overdone and then you go through the process 00:31:21.580 |
And then, and it explains how they can use the levers 00:31:25.340 |
If you didn't have credit, then you would be sort of, 00:31:30.860 |
So credit is a good thing, but it can easily be overdone. 00:31:35.860 |
So now we get into the question, what is money? 00:31:43.260 |
So if you're holding credit and you think that's worthwhile, 00:31:51.980 |
You have an IOU and the IOU says you're gonna get 00:31:55.660 |
a certain number of dollars, let's say, or yen or euros. 00:32:02.660 |
And so the question is, will you get that money 00:32:16.420 |
And then will they print the money to make it easy 00:32:23.180 |
I would suggest like you recommend to other people, 00:32:26.460 |
just take that 30 minutes and it comes across 00:32:31.580 |
But my conclusion is that of course you want it. 00:32:35.180 |
And even if you understand it and the cycles well, 00:32:39.900 |
you can benefit from those cycles rather than 00:32:50.460 |
they have to sell an asset, okay, then I don't know, 00:32:59.260 |
- So again, maybe another dumb question but-- 00:33:03.860 |
- There are no such things as dumb questions. 00:33:16.460 |
from an alien perspective and look at human civilization, 00:33:22.740 |
that's not, that only works because currency, 00:33:30.460 |
So I guess my question is how do you think about money 00:33:38.940 |
And what do you think is the future of money? 00:33:55.100 |
It's a medium of exchange and it's a storehold of wealth. 00:34:01.100 |
- So money, so you could say something's a medium 00:34:10.300 |
So those, and money is that vehicle that is those things 00:34:31.180 |
but it only can be a medium of exchange or store wealth 00:34:38.660 |
And so you see in the history around the world 00:34:41.420 |
and you go to places, I was in an island in the Pacific 00:34:56.780 |
this big carved stone, and they were taking it 00:35:01.580 |
and it sank, the piece of this big stone piece of money 00:35:13.580 |
so that it was, even though it was in the bottom 00:35:19.260 |
they would say, oh, I'll own it for this and that. 00:35:25.460 |
shells converted to this and mediums of exchange. 00:35:37.900 |
And that's, so it's a matter of perception, okay. 00:35:41.500 |
And then we go through then the history of money 00:35:47.500 |
And what we have is, there's through history, 00:36:05.660 |
without any connection, and then we have a system now, 00:36:12.700 |
Then it will last as long as it's kept a value 00:36:19.140 |
So let's say central banks, when they get in the position 00:36:26.220 |
like we have in the case, it's increasingly the case, 00:36:29.780 |
and they also are a bind and they have the printing press 00:36:36.700 |
And you have a lot of people might be in that position. 00:36:39.500 |
Then you can print it and then it could be devalued 00:36:42.460 |
in there, and so history has shown, forget about today, 00:36:51.160 |
every currency has either ended as being a currency, 00:36:55.900 |
or devalued as a currency over periods of time, 00:37:01.420 |
So it evolves and it changes, but everybody needs 00:37:07.260 |
that storehold of wealth, so it keeps changing 00:37:22.580 |
So if all currencies, like all empires come to an end, 00:37:27.580 |
what do you think, do you think something like Bitcoin 00:37:42.860 |
an effective medium of exchange, like it's not easy 00:37:45.740 |
for me to go in there and buy things with it, 00:37:49.100 |
and then it's not an effective storehold of value 00:37:52.060 |
because it has a volatility that's based on speculation 00:37:56.020 |
and the like, so it's not a very effective saving. 00:38:03.500 |
of a stable value currency, which would be effective 00:38:06.820 |
as both a medium of exchange and a storehold of wealth, 00:38:11.140 |
because if you were to hold it, and the way it's linked to, 00:38:19.340 |
storehold of wealth, and then you have a digital currency 00:38:22.500 |
that could be a very effective medium of exchange 00:38:42.660 |
I really do believe it's possible to get a better form 00:38:46.540 |
of money that central banks don't control, okay? 00:38:50.500 |
A better force of money that central banks don't control, 00:38:57.820 |
and we also have to, and so they've got to go through 00:39:03.460 |
In order to go through that evolutionary process, 00:39:05.700 |
first of all, governments have got to allow that to happen, 00:39:11.500 |
in terms of their power, and that's an issue, 00:39:14.620 |
and then you have to also build the confidence 00:39:46.140 |
before we have that, let's say, get into a position 00:39:48.980 |
that would be in an effective means relative to gold, 00:39:56.300 |
because gold has a track record of thousands of years 00:40:07.540 |
It's got disadvantages relative to digital currencies, 00:40:14.260 |
There's central banks that worry about others. 00:40:20.180 |
about whether the US dollar is going to print that, 00:40:26.940 |
Thing they're going to go to is gold or something else, 00:40:31.580 |
They got to pick it, and so I think it's a long way to go. 00:40:39.140 |
because of a currency that cannot be controlled 00:41:01.460 |
Again, maybe a dumb question, but romanticize one. 00:41:06.060 |
you describe these transactions between individuals 00:41:13.900 |
long-term debt cycles, this productivity growth. 00:41:17.460 |
Does it amaze you that this whole thing works, 00:41:25.340 |
hundreds of millions of people in the United States, 00:41:30.180 |
that this thing between individual transactions, 00:41:49.620 |
I'm still used, I look up credit card, I put it on, 00:41:58.660 |
Is that really secure enough and that kind of thing? 00:42:05.540 |
And what I marvel at that, and those types of things, 00:42:19.020 |
It's imagination, and then the ability to go from one level, 00:42:30.180 |
And all those miracles that we almost become common, 00:42:36.420 |
or when I'm looking at all of the things that happen. 00:42:52.540 |
and I look at this and I say, wow, yes, it all amazes me. 00:42:58.100 |
- So while being amazing, do you have a sense, 00:43:11.620 |
are those describing a system that is stable, 00:43:18.580 |
or is it a lucky accident of our early history? 00:43:22.940 |
- My area of expertise is economics and markets, 00:43:47.440 |
to say that by and large, that structure is right, 00:44:15.340 |
There's all sorts of things that can happen in various ways 00:44:23.620 |
but from what I see in terms of its basic structure, 00:44:26.860 |
and those complexities that still take my breath away, 00:44:30.180 |
I would say knowing enough about the mechanics of them, 00:45:04.660 |
they happened in other places or other people's lifetimes. 00:45:08.220 |
So, for example, I remember 1971, the dollar, 00:45:13.220 |
there was no such thing as a devaluation of a currency. 00:45:23.220 |
and then you get on, and that definition of money 00:45:37.100 |
or the second oil shock, or so many of these things. 00:45:47.180 |
when I looked in history, they happened before. 00:45:50.100 |
They just happened in other people's lifetimes, 00:45:53.020 |
which led me to realize that I needed to study history 00:45:58.020 |
and what happened in other people's lifetimes 00:46:00.900 |
and what happened in other countries and places 00:46:04.140 |
so that I would have timeless and universal principles 00:46:09.360 |
So, oh yeah, I've been, the implausible happening. 00:46:24.420 |
Let me talk about, if we could, about AI a little bit. 00:46:50.260 |
in this kind of data-rich and impactful area of investment? 00:46:55.260 |
- I'm gonna answer that not only in investment, 00:46:59.900 |
but I give a more all-encompassing rule for AI. 00:47:11.500 |
we have taken our thinking and put them in algorithms, 00:47:17.900 |
The computer takes those criteria, algorithms, 00:47:31.660 |
So for me, it's like there's a chess game playing, 00:47:39.940 |
and I'm making the move, and how do I compare 00:47:45.980 |
If the future can be different from the past, 00:48:07.100 |
that are leading you to place that bet in anything, okay? 00:48:17.420 |
I think it's totally fine to watch all the doctors 00:48:21.620 |
You can put it on, take a digital camera and do that, 00:48:26.620 |
convert that into AI algorithms that go to robots, 00:48:36.740 |
Because if it keeps doing the same thing over and over again 00:48:40.920 |
and you have enough of that, that would be fine, 00:48:43.940 |
even though you may not understand the algorithms, 00:48:46.700 |
because if the thing's happening over and over again, 00:48:49.440 |
and you're not asking, the future would be the same, 00:48:54.220 |
will be handled the same way the surgery, that's fine. 00:48:57.620 |
However, what happens with AI is, for the most part, 00:49:09.600 |
and then it puts together its own algorithms. 00:49:13.240 |
Okay, there are two ways you can come up with algorithms. 00:49:20.640 |
or you can put the data in and say, what is the algorithm? 00:49:47.960 |
if you're watching and you're not taking that. 00:49:49.960 |
But if the future is different from the past, 00:50:09.960 |
I think it's particularly good for processing. 00:50:18.300 |
is better most of the time determined by the human mind. 00:50:29.980 |
you're going to say it has a good enough judgment to do that. 00:50:37.460 |
but if you just took data and do machine learning, 00:50:41.340 |
If you were to then take what are my criteria 00:50:49.740 |
you'd be a lot better off than if you took AI to do it. 00:51:00.540 |
And then the computer should be used for processing 00:51:03.980 |
'cause it could process a lot more information, 00:51:26.820 |
Operating in a way where you can say, ah, that makes sense. 00:51:35.340 |
down to principles is kind of like the process, 00:51:38.860 |
the first one you mentioned, type of AI algorithm, 00:51:53.540 |
The process of reducing principles to a computer program. 00:52:10.900 |
- My experience has been that almost all things, 00:52:36.140 |
than you can imagine you'll be able to express. 00:52:43.940 |
Okay, you will be able to take it one piece by piece. 00:52:54.940 |
is to take that, and when you're in the moment 00:52:59.940 |
of making a decision, or just past making a decision, 00:53:05.020 |
to take the time and to write down your criteria 00:53:11.880 |
Okay, that way you'll get your principles down on paper. 00:53:19.860 |
it's right now just on the iPhone, it'll be on Android. 00:53:23.420 |
- I tried getting it on Android, come on, now. 00:53:26.660 |
- It'll be, in a few months it'll be on Android. 00:53:29.460 |
- But it has an app in there that helps people 00:53:37.160 |
So when you're in that moment where you've just, 00:53:42.060 |
your criteria for choosing the school for your child, 00:53:46.060 |
or whatever that might be, and you write down your criteria, 00:53:52.180 |
you write down and you, that will, at that moment, 00:53:57.180 |
make you articulate your principles in a very valuable way. 00:54:21.100 |
But then, you start to think, how do I express that in data? 00:54:26.020 |
And it'll shock you about how you can do that. 00:54:29.260 |
You'll form an equation that will show the relationship 00:54:33.320 |
between these particular parts, and then the, 00:54:36.180 |
essentially the variables that are going to go 00:55:05.380 |
there's no way a computer could raise a child, essentially. 00:55:08.880 |
But now you've described, making me think of it, 00:55:17.900 |
why it takes an investment, and apply it to raising a child. 00:55:21.880 |
It feels like, through the process you just described, 00:55:24.900 |
we could, as a society, arrive at a set of principles 00:55:29.140 |
for raising a child, and encode it into a computer. 00:55:33.900 |
- That originality will not come from machine learning. 00:55:38.900 |
- The first time you do, so that the original, 00:55:51.820 |
So we're saying the same thing, we're not inconsistent. 00:55:54.940 |
We're saying the same thing, that the processing 00:55:59.820 |
can be done by the computer in a very, very effective way. 00:56:05.300 |
and try to weigh all those things in your equation, 00:56:09.060 |
But that notion of, okay, how do I get at that principle? 00:56:15.700 |
- Yes, you can do that. - how much you can express. 00:56:22.100 |
So this is where I think you're going to see the future. 00:56:35.640 |
And then we get some guidance, we have our GPS and the like. 00:56:39.660 |
In my opinion, principles, principles, principles, 00:56:44.960 |
You write them down, you've got those principles. 00:56:48.300 |
They will be converted into algorithms for decision making. 00:57:01.900 |
are making their decisions in very ignorant ways. 00:57:06.960 |
they're not the best criteria, and they're operating. 00:57:25.560 |
and you could ask his point of view, and whatever. 00:57:27.840 |
And he's rushed, and he may not be the best doctor around. 00:57:41.460 |
and it's going to be much better than your local doctor. 00:57:44.260 |
And that, the converting of information into intelligence, 00:58:02.260 |
need to develop all over these periods of time, 00:58:04.940 |
all those things, I want to make them available. 00:58:15.000 |
The idea of converting data into intelligence. 00:58:20.000 |
Intelligence, for example, on what they are like. 00:58:31.340 |
We're going to go from what are called systems of record, 00:58:41.600 |
And we're going to, that'll be the next big move, 00:59:12.760 |
on people's emotions and irrational behaviors. 00:59:17.760 |
I think that there's subliminal things that we want, okay? 00:59:32.940 |
So there's almost like two yous in you, right? 00:59:44.660 |
So when I think about it, I think emotions are, 00:59:47.900 |
I want inspiration, I want love is a good thing, 00:59:54.020 |
But it is in the reconciliation of your subliminal wants 01:00:05.780 |
And so to do that in a way to get what you want. 01:00:18.180 |
but you better decide which you you're satisfying. 01:00:20.180 |
Is it the lower level you, emotional, subliminal one? 01:00:30.700 |
you experience the decision, do this thing subliminally. 01:00:49.740 |
I find, for example, meditation is one of the things 01:00:58.460 |
And often then I also wanna not just do it in my head. 01:01:06.220 |
And I say, okay, well, let's say I want this thing 01:01:13.580 |
your two yous, and you do that with also the other way, 01:01:21.220 |
But rationality has to be defined by those things. 01:01:45.260 |
It's the excitement. - So what is that thing? 01:02:00.020 |
I think different people are driven by different things. 01:02:33.260 |
whoo, if I can do that, that would be the most dream. 01:02:37.700 |
And then the act of creativity, and you say, ooh. 01:02:51.780 |
But definitely, emotions are entering into it. 01:02:55.380 |
Then there's an intellectual component of it too, okay? 01:03:04.060 |
The desire to have an impact, that's an emotional thrill, 01:03:12.820 |
By the spirituality, I mean the connectedness to the whole. 01:03:16.020 |
You start to see people operate those things. 01:03:18.380 |
Those tend to be the things that you see the most of. 01:03:21.460 |
- And I think you're gonna shut down this idea completely, 01:03:25.540 |
but there's a notion that some of these shapers 01:03:29.600 |
really walk the line between sort of madness and genius. 01:03:33.540 |
Do you think madness has a role in any of this? 01:04:02.860 |
okay, if I can tune it just right, it's playing right, 01:04:06.740 |
but if I go a little bit too far, it goes off, okay? 01:04:17.380 |
What it shows is that that's definitely the case, 01:04:33.780 |
That's been a part of public discourse recently. 01:04:44.260 |
or more basic forms of automation on the economy 01:04:57.500 |
It'll come at us in a very big way in the future. 01:05:01.300 |
We're right at the edge of even really accelerating it. 01:05:04.420 |
It's had a big impact, and it will have a big impact. 01:05:14.420 |
and at the same time, it has profound benefits 01:05:25.180 |
there are certain things human beings can do, 01:05:34.380 |
and now we're almost like we're at this level. 01:05:37.300 |
It used to be your labor, and you would then do your labor, 01:05:42.980 |
We got tractors and things, and you go up, up, up, up, up, 01:05:46.220 |
and we're up over here, and up to the point in our minds 01:05:50.020 |
where, okay, anything related to mental processing, 01:05:55.020 |
the computer can probably do better, and we can find that. 01:06:05.860 |
and the automation will probably do it better, 01:06:15.540 |
and at the same time, what it does is it displaces people 01:06:25.300 |
So I think the real issue is that that has to be viewed 01:06:34.820 |
the income gap, the opportunity gap, all of those things, 01:06:42.980 |
that we're having today, a lot of the problems, 01:06:49.060 |
not anything approaching equality of education, 01:07:02.540 |
as an emergency situation in which there's a good work, 01:07:07.540 |
good plan worked out for how to deal with that effectively 01:07:21.620 |
it's good for the impact, but it's not good for everyone, 01:07:24.460 |
and it creates that polarity, so it's gotta be dealt with. 01:07:27.820 |
- Yeah, and you've talked about the American dream, 01:07:39.380 |
Let me ask on one of the ideas in terms of safety nets 01:07:51.780 |
so there's Andrew Yang, who's running on that, 01:07:55.180 |
he's a political candidate running for president, 01:08:01.860 |
giving $1,000 or some amount of money to everybody 01:08:20.460 |
I wanna start with the notion that opportunity, 01:08:31.740 |
so that people say there's equal opportunity, 01:08:45.020 |
how do you get the money into a public school system, 01:08:52.380 |
the fleshing out that plan to create equal opportunity 01:08:57.380 |
in all of its various forms is the most pressing thing to do, 01:09:08.320 |
you're kind of implying is the earlier the better, 01:09:17.780 |
is when you should have the equal opportunities, 01:09:24.220 |
which goes from birth until you're on your own, 01:09:27.820 |
and you're an adult and you're now out there, 01:09:30.520 |
and you deal with early childhood development, 01:09:34.660 |
and you take the brain, and you say what's important? 01:09:38.020 |
The child care, it makes a world of difference, 01:09:44.700 |
who are trying to think about instilling the stability 01:09:48.740 |
in a non-traumatic environment to provide them, 01:09:55.820 |
and the good education that they're receiving 01:09:59.500 |
are the most important things in that person's development. 01:10:06.180 |
The ability to be able to be prepared to go out there, 01:10:15.860 |
to be able to then go into that kind of market 01:10:35.740 |
If you look at what the difference in outcomes 01:10:50.660 |
not only themselves, but their cost in incarceration costs, 01:11:00.740 |
and it's fairer if they can get those particular things. 01:11:09.300 |
but yes, from birth all the way through that process, 01:11:32.820 |
- Well, right, because you have to have that. 01:11:34.940 |
Now the question is what's the best way to provide that? 01:11:46.300 |
And will that $1,000 come from another program? 01:11:50.540 |
Does that come from an early childhood developmental program? 01:12:03.220 |
that everybody should have almost $1,000 in their bank, 01:12:10.700 |
A lot of times you can give $1,000 to somebody, 01:12:30.420 |
doesn't mean its outcomes are going to be good 01:12:36.540 |
If it was just everybody can have $1,000 and use it, 01:12:55.040 |
But I wanna make sure that these other things 01:13:01.380 |
and you know, I don't want it to come out of that budget, 01:13:14.020 |
may not always, in fact, frequently may not use 01:13:23.800 |
One of the advantages of universal basic income 01:13:29.660 |
let's say, of parents who know how to do the right things 01:13:32.420 |
and make the right choices for their children, 01:13:36.100 |
and you say, "I'm gonna give them $1,000 wiggle room 01:13:49.700 |
who is not making those choices well for their children, 01:13:58.100 |
then that's gonna produce more harm than good. 01:14:05.780 |
so you're a good person to ask, does money buy happiness? 01:14:11.300 |
>> No, it's been shown that once you get over 01:14:24.220 |
there's no correlation between the level of happiness 01:14:28.100 |
that one has and the level of money that one has. 01:14:35.820 |
is quality relationships with others' community. 01:14:44.780 |
it's a sense of community and interpersonal relationships. 01:14:49.700 |
That is not in any way correlated with money. 01:14:52.640 |
You can go down to native tribes in very poor places, 01:15:00.520 |
and so they have the opportunity to have that. 01:15:03.220 |
I'm very lucky in that I started with nothing, 01:15:16.060 |
>> So you started from nothing in Long Island. 01:15:30.760 |
and basically, you don't need much more than that 01:15:34.080 |
in order to, that's the equal opportunity part. 01:15:36.940 |
Anyway, what I'm saying is, I experienced the range, 01:15:40.740 |
and there are many studies on the answer to your question. 01:15:57.540 |
of forming those deep, meaningful relationships? 01:16:01.580 |
There are lots of ways that it makes negative. 01:16:04.460 |
It could stand in the way of that, yes, okay, 01:16:08.500 |
but I could almost list the ways that it could stand, 01:16:15.420 |
So if you can elaborate, you mentioned a bit of freedom. 01:16:26.700 |
you can take care of yourself and your family 01:17:00.660 |
And you don't, that's what money will get you. 01:17:06.540 |
There's no correlation. >> Well, no, there's more. 01:17:08.780 |
>> Okay, then beyond that, what it then starts to do, 01:17:17.980 |
is to help to make your dreams happen in various ways. 01:17:27.500 |
those dreams might not be just my own dreams, 01:17:46.860 |
or I can do whatever, I can go on an adventure, 01:17:51.900 |
I can start a business, I can do those other things, 01:18:00.100 |
in ways that might be not possible otherwise. 01:18:12.740 |
when you get older, and with time, and whatever, 01:18:21.860 |
it's beneficial, and so on, gives you the ability. 01:18:24.500 |
I could tell you that people who are very wealthy, 01:18:29.100 |
who have that, feel that they don't have enough money. 01:18:35.180 |
because relative to the things he'd like to accomplish, 01:18:39.020 |
through the Gates Foundation and things like that, 01:18:41.740 |
you know, oh my God, he doesn't have enough money 01:18:48.940 |
you know, they're not the most fundamental things. 01:18:51.580 |
So I think that people sometimes think money has value. 01:18:58.460 |
Money is, like you say, just a medium of exchange 01:19:07.380 |
Now, there are other people who get their gratification 01:19:14.620 |
let's say somebody who used money to have a status symbol. 01:19:18.860 |
What would I say, or that's probably unhealthy. 01:19:33.900 |
But that doesn't mean, who am I to judge others 01:19:38.540 |
in terms of, let's say, their element of the freedom 01:19:43.940 |
But by and large, that's my view on money and wealth. 01:19:56.660 |
through something you might be able to call work. 01:20:02.020 |
He said that the real key to life, secret to life, 01:20:06.460 |
is to be completely engaged with what you're doing 01:20:10.620 |
And instead of calling it work, realize it is play. 01:20:17.960 |
in your life's journey, or in a life's journey? 01:20:24.060 |
of kind of separating work and work-life balance? 01:20:31.240 |
make your work and your passion the same thing. 01:20:37.260 |
In other words, if you can make your work and your passion, 01:20:42.020 |
And then, of course, people have different purposes of work. 01:20:51.040 |
So money, at a certain point, is an important component 01:21:04.840 |
is meaningful work and meaningful relationships. 01:21:07.680 |
Like, if you can get into the thing that you're, 01:21:10.400 |
your mission that you're on, and you are excited 01:21:18.420 |
who you have the meaningful relationships with, 01:21:21.960 |
you have meaningful work and meaningful relationships, 01:21:29.000 |
- And it seems that many people struggle to get there, 01:21:34.660 |
not out of, not necessarily because they're constrained 01:21:39.020 |
by the fact that they have the financial constraints 01:21:41.280 |
of having to provide for their family and so on, 01:21:45.780 |
but it's, I mean, you know, this idea's out there 01:21:57.820 |
but most people seem to not be doing their life's passion, 01:22:12.900 |
Starts at zero and ends somewhere in the vicinity of 80, 01:22:19.860 |
and you could look at the different degrees of happiness 01:22:22.300 |
that happen in those phases, I can go through that 01:22:30.200 |
that part of the life which has the lowest level 01:22:38.620 |
and because as you move into this second phase of your life, 01:22:48.980 |
Second phase of your life is when you're working 01:22:58.140 |
you encounter the work-life balance challenge 01:23:01.460 |
because you're trying to be successful at work 01:23:04.040 |
and successful at parenting and successful and successful 01:23:10.140 |
And they get into that, and I understand that problem 01:23:15.380 |
The issue is primarily to know how to approach that, okay? 01:23:20.140 |
So I understand it's stressful, it produces stress, 01:23:25.740 |
and it produces the lowest level of happiness in one's life. 01:23:39.420 |
But in that spot, and the key to work-life balance 01:23:48.980 |
how to get more out of an hour of life, okay? 01:23:56.820 |
what people are thinking is that they have to make a choice 01:24:00.540 |
between one thing and another, and of course they do, 01:24:04.720 |
but they don't realize that if they develop the skill 01:24:11.320 |
it's the equivalent of having many more hours in your life. 01:24:17.460 |
I try to go into, okay, now how can you get a lot more 01:24:21.060 |
out of an hour that allows you to get more life 01:24:25.080 |
into your life, and it reduces the work-life balance. 01:24:28.020 |
- And that's the primary struggle in that 35 to 45. 01:24:42.960 |
when you look back at the moments, the peaks? 01:24:50.040 |
Really in one's life tends to be a very happy period 01:24:54.400 |
all the way up, and 16 is like a really great happy, 01:25:03.400 |
you get your driver's license, whatever, but 16 is there. 01:25:10.560 |
could be a stressful period to try to get things 01:25:13.760 |
You go into college, tends to be very high happiness, 01:25:24.200 |
And then 23 is a peak point kind of in happiness. 01:25:44.400 |
you have more of your work-life balance challenges 01:25:50.280 |
and then as you get there in that mid part of your life, 01:25:56.480 |
Chances are you will crash in that period of time. 01:25:59.720 |
You'll have your series of failures, that's that. 01:26:05.520 |
You learn, you hopefully learn from those mistakes, 01:26:09.000 |
you have a metamorphosis, you come out, you change, 01:26:14.520 |
and you take more responsibilities and so on. 01:26:20.740 |
as you are starting to approach the transition 01:26:24.520 |
in that late part of the second phase of your life 01:26:28.520 |
before you go into the third phase of your life, 01:26:31.160 |
second phase is you're working, trying to be successful. 01:26:41.600 |
- You want your kids to be successful without you 01:26:46.360 |
they're making their transition from the first phase 01:26:49.480 |
to the second phase, and they're trying to be successful, 01:26:51.960 |
and you want them to be successful without you, 01:26:56.520 |
and then you have freedom, and then you have freedom again. 01:27:00.600 |
And with that freedom, and then you have these, 01:27:03.680 |
in history shown with this, you have friendships, 01:27:06.740 |
you have perspective on life, you have different things, 01:27:09.640 |
and that's one of the reasons that that later part 01:27:12.200 |
of the life can be real, on average, actually. 01:27:21.120 |
"How good do you look, and how good do you feel?" 01:27:27.840 |
The person, now they're not looking the best, 01:27:32.160 |
Maybe it's 35 that they're actually looking the best 01:27:35.080 |
and feeling the best, but they rank the highest 01:27:38.480 |
at that point, survey results of being the highest. 01:27:44.200 |
because it has to do with an attitude on life. 01:27:50.760 |
And you start to experience that transition well. 01:27:54.660 |
So that's what the arc of life pretty much looks like, 01:28:09.540 |
having achieved a lot of success on whatever dimension, 01:28:22.100 |
- I think that evolution is the greatest force 01:28:25.120 |
of the universe, and that we're all tiny bits 01:28:33.460 |
where it's just matter and machines that go through time, 01:28:38.000 |
and that we all have a deeply embedded inclination 01:28:54.280 |
- I could have predicted you would answer that way. 01:28:58.280 |
And I think we've said it before, but I'll say it again. 01:29:02.960 |
You have a lot of incredible videos out there 01:29:08.800 |
I mean, it's literally the best spend of time. 01:29:14.000 |
and reading basically anything you write on LinkedIn 01:29:28.080 |
I'm happy to hear it's of use to you and others. 01:29:31.340 |
- Thanks for listening to this conversation with Ray Dalio. 01:29:35.920 |
And thank you to our presenting sponsor, Cash App. 01:29:44.480 |
a STEM education nonprofit that inspires hundreds 01:29:52.600 |
If you enjoy this podcast, subscribe on YouTube, 01:29:55.540 |
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Finally, closing words of advice from Ray Dalio. 01:30:08.280 |
Thank you for listening, and hope to see you next time.