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Human Work in the Age of Artificial Intelligence | Podcast Highlights

Blog Post | Science & Technology

Human Work in the Age of Artificial Intelligence | Podcast Highlights

Chelsea Follett interviews Jay Richards about why robots and artificial intelligence won't lead to widespread unemployment.

Listen to the podcast or read the full transcript here.

Your book, The Human Advantage, is a couple of years old now, but it feels more relevant than ever with ChatGPT, DALL-E 2, and all of these new technologies. People are more afraid than ever of the threat of technological unemployment.

There’s something that economists call the lump of labor fallacy. It’s this idea that there’s a fixed amount of work that needs to be done, and if some new technology makes a third of the population’s work obsolete, then those people won’t have anything to do. Of course, if that were a good argument, it would have been a good argument at the time of the American founding, when almost everyone was living and working on farms. You move forward to, say, 1900, and maybe half the population was still on farms. Well, here we are in 2022, and less than 2 percent of us work on farms. If the lump of labor fallacy were true, we’d almost all be unemployed.

In reality, there’s no fixed amount of work to be done. There are people providing goods and services. More efficient work makes stuff less expensive, giving people more income to spend on more things, creating more work. But a lot of smart people think that advancements in high technology, especially in robotics and artificial intelligence, make our present situation different.

Is this time different?

I don’t think so.

Ultimately, the claim that machines will replace us relies on the assumption that machines and humans are relevantly alike. I do not buy that premise. These machines replace ways in which we do things, but there is no reason to think that they’re literally going to replace us.

A lot of us hear the term artificial intelligence and imagine what we’ve seen in science fiction. But that term is almost all marketing hype. These are sorting algorithms that run statistics. They aren’t intelligent in the sense that we are not dealing with agents with wills or self-consciousness or first-person perspective or anything like that. And there’s no reason beyond a metaphysical temptation to think that these are going to be agents. If I make a good enough tractor, it won’t become an ox. And just because I developed a computer that can run statistical algorithms well doesn’t mean it will wake up and be my girlfriend.

The economy is about buying and selling real goods and services, but it’s also about creating value. Valuable information is not just meaningless bits, it has to be meaningful. Where does meaningful information come from? Well, it comes from agents. It comes from people acting with a purpose, trying to meet their needs and the needs of others. In that way, the information economy, rather than alienating us and replacing us, is actually the economy that is most suited to our properties as human beings.

You’ve said that the real challenge of the information economy is not that workers will be replaced but that the pace of change and disruption could speed up. Could you elaborate on that? 

This is a manifestation of the so-called Moore’s Law. Moore’s Law is based on the observation that engineers could roughly double the number of transistors they put on an integrated circuit every two years. Thanks to this rapid suffusion of computational power, the economy is changing much faster than in earlier periods.

Take the transition from the agrarian to the industrial economy. In 1750, or around the time of the American founding, 90 percent of the population lived and worked on farms. In 1900, it was about half that. By 1950, it halved again. Today, it’s a very small percentage of the population. That’s amazingly fast in the whole sweep of history, but it took a few hundred years, a few generations.

Well, in my lifetime alone, I listened to vinyl records, 8-track tapes, cassette tapes, CDs, and then MP3 files that you had to download. Nobody even does that today. We stream them. We moved from the world of molecules to the world of bits, from matter to information.

There were whole industries built around the 8-track tape industry, making the tapes, making the machines, and repairing them. That has completely disappeared. We don’t sit around saying, “Too bad we didn’t have a government subsidy for those 8-track tape factories,” but this is an illustration of how quickly things can change.

That’s where we need to focus our attention. There can be massive disruptions that happen quickly, where you have whole industries that employ hundreds of thousands of people disappear. You can say, “I know you just lost your job and don’t know how to pay your mortgage, but two years from now, there will be more jobs.” That could be true. It still doesn’t solve the problem. If we’re panicking about Skynet and the robots waking up, we’re not focusing on the right thing, and we’re likely to implement policies that will make things worse rather than better.

Could you talk a bit about the idea of a government provided universal basic income and how that relates to this vision of mass unemployment? 

I have a whole chunk of a chapter at the end of the book critiquing this idea of universal basic income. The argument is that if technology is going to replace what everyone is doing, one, they’re not going to have a source of income, and that’s a problem. People, in general, need to work in the sense that we need to be doing something useful to be happy.

I think there are two problems with that argument. One is that it’s based on this false assumption of permanent technological unemployment that is not new. In the book, I quote a letter from a group of scientists writing to the president of the United States warning about what they call a “cybernetic revolution” and saying that these machines are going to take all the jobs and we need a massive government program to pay for it. The letter is from the 1960s, and the recipient was Lyndon Baines Johnson. This is one of the justifications for his great society programs. Well, that was a long time ago. It’s exactly the same argument. It wasn’t true then. I don’t think it’s true now.

The second point is that just giving people cash payments misses the point entirely. First, it pays people to not work. Disruption is a social problem, but the last thing you want to do is to discourage people from finding new, innovative things to do.

Entrepreneurs find new things to do, new types of work. They put their wealth at risk, and they need people that are willing to work for them. And so you want to create the conditions where they can do that. You don’t want to incentivize people not to do that.

Let’s talk a bit about digitalization. How did rival and non-rival goods relate to this idea of digitalization? 

So, a banana is a rival good. If I eat a banana, you can’t have it. In fact, I can’t have it anymore. I’ve eaten it, and now it’s gone. Lots of digital goods aren’t like this at all. Think of that mp3 file. If I download a song for $1.29 on iTunes, I haven’t depleted the stock by one. The song is simply copied onto my computer. That’s how information, in general, is. If I teach you a skill, I haven’t lost the skill; it was non-rival. More and more of our economy is dealing in these non-rival spaces. It’s exciting because rather than dealing in a world of scarcity, we’re dealing in a world of abundance.

It also means that the person who gets their first can get fabulously wealthy because of network effects. For instance, it’s really hard to replicate Facebook because once you get a few billion people on a network, the fact that billions of people are on that network becomes the most relevant fact about it. There’s a winner-take-all element to it. But, in a sense, that’s fine. Facebook is not like the robber baron who takes all the shoreline property, leaving none for anyone else. It’s not like that in the digital world. There are always going to be opportunities for other people to produce new things that were not there before.

And then there’s hyper-connectivity. You’ve said that this is something you don’t think gets enough attention; for the first time, a growing share—soon all of humanity probably—will be connected at roughly the speed of light to the internet. Can you elaborate on that? 

Yeah, this is absolutely amazing.

Half of Adam Smith’s argument was about the division of labor and comparative advantage. When people specialize, the whole becomes greater than the sum of its parts. In the global market, we can produce everything from a pencil to an iPhone, even though no one person or even one hundred people in the network knows how. Together, following price signals, we can produce things that none of us could do on our own. Now, imagine that everyone is able to connect more or less in real time. There will be lots of cooperative things that we can do together, of course, that we could not do otherwise. 

A lot of people imagine that everybody’s going to have to be a computer engineer or a coder or something like that, but in a hyper-connected world, interpersonal skills are going to end up fetching a higher premium. In fact, I think some of the work that coders are doing is more likely to be replaced.

Do you worry about creative work, like writing, being taken over by AI? 

Algorithms can already produce, say, stock market news. But the reality is that stock market news is easily systematized and submitted to algorithms. That kind of low-level writing is going to be replaced just as certain kinds of low-level, repetitive labor were replaced. On the other hand, highly complex labor, such as artisanal craft work, is not only going to be hard to automate, but it’s also something we don’t necessarily want to automate. I might value having hand-made shoes, even if I could get cheaper machine-made shoes.

To sum up, how do you think people can best react to mass automation and advances in AI? 

I think the best way to adapt to this is to develop broad human skills, so a genuine liberal arts education is still a really good thing. Become literate, numerate, and logical, and then develop technical skills on the side, such as social media management or coding. The reality is that, unlike their parents and grandparents, who may have just done one or two jobs, young people today are likely to do five or six different things in their adult careers. They need to develop skills that allow them to adapt quickly. Sure, pick one or two specialized skills as a side gig, but don’t assume that that’s what you’re going to do forever. But if you know how to read, if you know how to write, if you are numerate and punctual, you’re still going to be really competitive in the 21st century economy.

Get Jay Richards’s book, The Human Advantage: The Future of American Work in an Age of Smart Machines, here.

Blog Post | Accidents, Injuries & Poisonings

Driving in 2021 Was 225 Percent Safer than in 1970

Deaths per traffic mile have decreased by 69.3 percent while miles per gallon increased by 95.4 percent.

Summary: Over the span of five decades, advancements in vehicle safety technology have contributed to substantial improvements in traffic safety. Meanwhile, significant enhancements in fuel efficiency have been achieved. If you define travel abundance as a combination of these two factors, then abundance has increased by 596 percent.


Between 1970 and 2021, the rate of traffic deaths for every 100 million miles driven decreased by 69.3 percent, from 4.88 to 1.50, according to the National Safety Council.

Vehicle miles driven increased 179.8 percent from 1.12 billion miles in 1970 to 3.13 billion in 2021. During this same period, the number of deaths decreased by 14 percent from 54,633 to 46,980.

If traffic safety hadn’t improved since 1970, there would have been 152,842 traffic deaths in 2021 instead of 46,980. That means 105,862 more people are alive thanks to better traffic safety measures. Adjusted for miles driven, for every traffic death in 2021, there were 3.25 in 1970 (4.88 ÷ 1.5 = 3.25).

The opposite of the death rate would be the life safety rate. If we index traffic safety at a value of 1 in 1970, the rate would be 3.25 in 2021. Measured from this perspective, 2021 was 225 percent safer than 1970. Vehicle safety has been increasing at a compound annual rate of 2.34 percent, doubling every 30 years.

Cars and drivers are both getting safer by getting smarter. Cars today have three-point seat belts, air bags, stability control, backup cameras, blind spot detection, anti-lock brakes, radial belted tires, headrests, tire pressure monitoring, automatic emergency braking, lane departure warning, adaptive headlights, adaptive cruise control, and anchors for child seats.

We also get much better mileage. The full-size Ford Galaxie took the number-one spot in sales for 1970. It got 13 to 16 miles per gallon. Today’s bestseller is the Honda CRV, which gets 28 to 34 miles per gallon. Gas mileage has increased by 114 percent while safety has improved by 225 percent. If you define travel abundance as a combination of these two factors, then abundance has increased by 596 percent.

This article was published at Gale Winds on 4/24/2024.

Blog Post | Economic Growth

The Human Meaning of Economic Growth

Misunderstandings of the relationship between wealth and flourishing have obscured the anti-​human implications of slowing growth rates.

Summary: Economic growth has been a driving force behind the dramatic improvements in human wellbeing over the past few centuries. This growth has resulted from the Enlightenment, the Industrial Revolution and capitalism. Criticisms of growth stem in large part from misunderstandings of the relationship between economics and human values.


Why is the world as prosperous a place as it is? And why isn’t it much more prosperous? These questions are broad enough to admit countless answers, but as good an answer as any is the economic growth rate.

You might have heard that economic growth is overrated, that it’s a fine idea, but unsustainable, or even that it’s entirely counterproductive because it puts profits above people and the economy above the planet. These narratives have been widespread in recent years. They’re also based on a fundamental misconception of the nature of wealth and what a growing economy means for humanity.

Properly conceived, wealth is the actualization of human values in the real world. Economic growth is the upward trajectory of human achievement. The forms of prosperity that most of humanity strives for, such as health, knowledge, pleasure, safety, professional and personal freedom, and so many others, were vastly scarcer throughout most of human history—and would be orders of magnitude more abundant today if economic policies had been slightly different. That is the power of economic growth, and it is within our power to influence the world of future generations for better or worse.

The History of Economic Growth

Virtually everywhere and always throughout human history, economic growth was nonexistent. While pockets of momentary economic progress took place in certain instances, the overall trend was one of perpetual stagnation. But just a few hundred years ago, with the advent of the Enlightenment, the Industrial Revolution, and capitalism, that all began to change.

When the conceptual tools of science became widely applied to create the technological advancements of the Industrial Revolution, they brought an unprecedented optimism about the capacity for investment in new discoveries and inventions to reliably uncover useful knowledge of the natural world. This change inspired the broad transformation of mere wealth (resources hidden away in vaults and treasure chests) into capital (resources invested in new inventions and discoveries).

By the time Friedrich Engels and Karl Marx wrote their Communist Manifesto in 1848, the optimism of investment had already transformed Western Europe. As Engels and Marx saw it, “The bourgeoisie [capitalist class], during its rule of scarce one hundred years, has created more massive and more colossal productive forces than have all preceding generations together. Subjection of Nature’s forces to man, machinery, application of chemistry to industry and agriculture, steam-​navigation, railways, electric telegraphs, clearing of whole continents for cultivation, canalisation of rivers, whole populations conjured out of the ground — what earlier century had even a presentiment that such productive forces slumbered in the lap of social labour?”

Marx and Engels misunderstand the complex reasons for increased productivity (attributing it to untapped “social labour”) but the quotation is significant because, despite their sympathy for state centralization of the economy, they could not ignore the success of capitalism.

While no year before 1700 saw a gross world product of more than $643 billion (in international inflation-​adjusted 2011 dollars), by 1820 global GDP reached 1 trillion. By 1940 the number had passed 7 trillion, and by 2015 it had passed 108 trillion.

Contrary to the popular misconception that capitalism has made the rich richer and the poor poorer, this new wealth contributed to growing the economies of every world region while outpacing population growth. While the world’s extreme poor have become wealthier so too have all other economic classes.

What’s So Great about Growth?

A growing economy isn’t about stacks of paper money getting taller, or digits being added to the spreadsheets of bank ledgers. These things may be indicators of growth, but the growth itself is composed of goods and services becoming more abundant. Farms and factories producing more and better consumption goods; engineers creating better machines and materials; clean water reaching more communities; sick people receiving better healthcare; scientists running more experiments, poets writing more poems, education becoming more broadly accessible; and for whatever other forms of value people choose to exchange their savings and labor.

Gross domestic product or GDP (called gross world product or world GDP when applied at the global level) is an imperfect but useful and widely employed measure of economic growth, and its reflection in the real world takes such forms as rising life expectancy, nutrition, literacy, safety from natural disaster, and virtually every other measure of human flourishing. This is because, at the most fundamental level, “economic growth” means the transformation and rearrangement of the physical environment into more useful forms that people value more.

Before the year 1820, human life expectancy had always been approximately 30-35 years. But with the great decline in poverty and rise of capital investment in technology and medicine, global life expectancy has roughly doubled in every geographic region in the last century. Similar trends have occurred in global nourishmentinfant survivalliteracy, access to clean water, and countless other crucial indicators of wellbeing. While these trends are bound to take the occasional momentary downturn because of life’s uncertainties and hardships, the unidirectional accumulation of technological and scientific knowledge since the Age of Enlightenment gives the forward march of progress an asymmetric advantage. For example, the COVID-19 pandemic and lockdowns resulted in a brief and tragic decline in life expectancy, but the number has since risen to an all-​time high of 73.36 years as of 2023.

What is the direct causal connection between economic growth and these improvements to human wellbeing? Consider the example of deaths by natural disaster, which have fallen in the last century from about 26.5 per 100,000 people to 0.51 per 100,000 people. More wealth means buildings can be constructed from stronger materials and better climate controls. And when those protections aren’t enough, a wealthier community can afford better infrastructure such as roads and vehicles to efficiently get sick or injured people to the hospital. When those injured end up in the hospital, a wealthier society’s medical facilities will be equipped with more advanced equipment, cleaner sanitation, and better-​trained doctors that will provide higher quality medical attention. These are just a few examples of how wealth allows humans to transform their world into a more hospitable place to live and face the inevitable challenges of life.

The benefits of economic growth go far beyond the maximization of health and safety for their own sake. If what you value in life is the contemplation of great art, the exaltation of your favorite deity, or time spent with your loved ones, wealth is what awards you the freedom to sustainably pursue those values rather tilling the fields for 16 hours per day and dying in your 30s. Wealth is what provides you access to an ever-​improving share of the world’s culture by increasing the abundance and accessibility of printed, recorded, and digital materials. Wealth is what provides you with the leisure time and transportation technology to travel the world and experience distant wonders, remote holy sites, and people whose personal or professional significance to you would otherwise dwell beyond your reach.

As the Harvard University cognitive scientist Steven Pinker demonstrates in his popular book Enlightenment Now, “Though it’s easy to sneer at national income as a shallow and materialistic measure, it correlates with every indicator of human flourishing, as we will repeatedly see in the chapters to come.”

The Long-​Term Future of Growth

Human psychology is ill-​equipped to comprehend large numbers, especially as they relate to the profound numerical implications of exponentiation. If it sounds insignificant when politicians and journalists refer to a 1 percent or 2 percent increase or decrease in the annual growth rate, then like most people, you’re being deceived by a quirk of human intuition. While small changes to the economic growth rate may not have noticeable effects in the short term, their long- term implications are absolutely astonishing.

Economist Tyler Cowen has pointed out in a Foreign Affairs article, “In the medium to long term, even small changes in growth rates have significant consequences for living standards. An economy that grows at one percent doubles its average income approximately every 70 years, whereas an economy that grows at three percent doubles its average income about every 23 years—which, over time, makes a big difference in people’s lives.” In his book Stubborn Attachments, Cowen offers a thought experiment to illustrate the real-​world implications of such “small changes” to the growth rate: “Redo U.S. history, but assume the country’s economy had grown one percentage point less each year between 1870 and 1990. In that scenario, the United States of 1990 would be no richer than the Mexico of 1990.”

Cowen gave the negative scenario in which the growth rate was 1 percent slower. US Citizens would have drastically shorter lifespans, less education, less healthcare, less safety from violence, more susceptibility to disease and natural disaster, fewer career choices, and so on. Now imagine the opposite scenario, in which US economic policy had just 1 additional percentage point of growth each year. The average American today would in all probability be living much longer, having much nicer housing, choosing from far more career opportunities, and enjoying more advanced technology.

Just imagine your income doubling, and what you could do for yourself, your family, or the charity of your choice with all that extra wealth. Something along those lines could have happened to most Americans. But instead, growth has been significantly slowed in the United States because taxes and regulations have constantly disincentivized and disallowed new innovations.

At the margins, many dying of preventable diseases could have been cured, many who spiraled into homelessness could have accessed the employment opportunities or mental health treatment they needed, and so on. While economic fortune seems like a luxury to those who already enjoy material comfort, there are always many at the margin for whom the health of the economy is the difference between life and death.

These are among the reasons that Harvard University economist Gregory Mankiw concludes in his commonly used college textbook Macroeconomics that, “Long-​run economic growth is the single most important determinant of the economic well-​being of a nation’s citizens. Everything else that macroeconomists study — unemployment, inflation, trade deficits, and so on — pales in comparison.”

When we think of the future our children or grandchildren will live in, depending on our choices between even slightly more or less restrictive economic policies today, we could be plausibly looking at a future of widespread and affordable space travel, life-​changing education and remote work opportunities in the metaverse, new sustainable energy innovations, a biotechnological revolution in the human capacity for medical and psychological flourishing, genome projects and conservation investments to revive extinct and protect endangered species, and countless other improvements to the human condition. Or we could be looking at a drawn-​out stagnation in poverty alleviation, technological advancement, and environmental progress. The difference may well hinge on what looks today like a tiny change in the rate of compounding growth.

At the broadest level, more wealth in the hands of the human species represents a greater capacity of humans to chart their course through life and into the future in accordance with their values. Like all profound and far-​reaching forms of change, economic growth has a wide range of consequences, some intended and others unintended, many desirable and many others undesirable. But it is not a random process. It is directed by the choices of individuals, and allocated by their drive to devote more resources and more investment into those things they view as worthwhile. Ever since the Scientific Revolution, the Enlightenment, and the Industrial Revolution, the investment in human values has been on balance a positive sum game, in which one group’s gains do not have to come in the form of another group’s losses. This is demonstrated by the upward trends in human flourishing since the global rise in exponential economic growth. Indeed, it is intrinsic to the fundamental difference between a growing and a shrinking or stagnant economy: In a growing economy, everyone can win.

This article was published at Libertarianism.org on 11/17/2023.

The Economist | Macroeconomic Environment

America Is in the Midst of an Extraordinary Startup Boom

“Last year applications to form businesses reached 5.5m, a record. Although they have slowed a touch this year, the monthly average is still about 80% higher than during the decade prior to covid, compared with just a 20% rise in Europe. Startups normally play an outsized role in creating employment in America, as elsewhere. By definition, every startup job counts as new, whereas mature companies have more churn. That difference has become even starker. In the four years before the pandemic, established firms added one net job for every four created by startups; in the four years since the pandemic, established firms have actually lost one job for every four created by startups.”

Perhaps even more important than the numbers is the kind of ventures that are being created. In 2020 and 2021 many startups catered to the working-from-home revolution. These included online retailers, small trucking firms and landscapers. Since mid-2022, however, the baton has been passed to technology firms, according to Ryan Decker of the Fed and John Haltiwanger of the University of Maryland. A paper published in March by the Census Bureau found a particularly sharp increase last year in business applications based around artificial intelligence. For researchers, this carries echoes of the 1990s, when computers and the internet took off.”

From The Economist.

Euronews | Air Transport

First Test Flight of “Un-Jammable” Quantum Navigation System

“The UK says they have achieved a new frontier in aviation: the first flight with a quantum-powered navigation system that cannot be jammed by foreign actors.

A group of quantum technology and aerospace companies completed the groundbreaking trials at Boscombe Down, a military aircraft testing site last Thursday.

These flights use an atomic clock and an ‘ultra-cold-atom-based quantum system’ that detects changes in motion.

The aircraft is equipped with a quantum inertial navigation system (Q-INS) that doesn’t rely on constant satellite signals to update its position unlike current GPS systems.

That means the system will be more resistant to the effects of GPS jamming, according to the UK’s Department for Science, Innovation and Technology.”

From Euronews.