# Can growth continue?

I gave a five-minute talk talk for [Ignite Long Now 2022](https://longnow.org/seminars/02022/may/25/long-now-member-ignite-talks-02022/). It’s a simplified and very condensed treatment of a complex topic. The [video is online](https://www.youtube.com/watch?v=lWg2tIhtt-E&t=3027s); below is a transcript with selected visuals and added links.

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Humanity has had a pretty good run so far. In the last two hundred years, world GDP per capita has increased by almost fourteen times:

![](https://87341.cdn.cke-cs.com/mTsvSrQKJ4tVRRzp3WyR/images/59be3e8f764bd9fe184d6006f694119988fc86d6ef82aaf8.png)

[Our World in Data](https://ourworldindata.org/grapher/gdp-per-capita-maddison-2020?country=~OWID_WRL)

But “past performance may not be indicative of future results.” Can growth continue?

One argument against long-term growth is that we will run out of resources. Malthus [worried](https://en.wikipedia.org/wiki/An_Essay_on_the_Principle_of_Population) about running out of farm land, Jevons [warned](https://en.wikipedia.org/wiki/The_Coal_Question) that Britain would run out of coal, and Hubbert [called](https://en.wikipedia.org/wiki/Hubbert_peak_theory) Peak Oil.

Fears of shortages lead to fears of “overpopulation”. If resources are static, then they have to be divided into smaller and smaller shares for more and more people. In the 1960s, this led to dire predictions of famine and depredation:

![](https://rootsofprogress.org/img/ehrlich-paddock-books.jpg)

But predictions of catastrophic shortages [virtually never come true](https://rootsofprogress.org/catastrophic-resource-shortages). Agricultural productivity has grown faster than Malthus realized was possible. And oil production, after a temporary decline, recently hit at an all-time high:

![](https://rootsofprogress.org/img/world-oil-production.png)

[Wikimedia / Plazak](https://commons.wikimedia.org/wiki/File:World_Oil_Production.png)

One reason is that predictions of shortages are based on conservative estimates from only proven reserves. Another is that when a resource really is running out, [we transition off of it](https://rootsofprogress.org/unsustainable)—as, in the 1800s, we switched our lighting from whale oil to kerosene.

But the deeper reason is that there’s really [no such thing as a *natural* resource](https://rootsofprogress.org/there-are-no-natural-resources). All resources are artificial. They are a product of technology. And economic growth is ultimately driven, not by material resources, but by *ideas*.

In the 20th century, the crucial role of ideas was confirmed by formal economic models. The economist Robert Solow was [studying](http://piketty.pse.ens.fr/files/Solow1956.pdf) how output per worker increases as we accumulate capital, such as machines and factories. There are diminishing returns to capital accumulation alone. A single worker who is given two machines can’t be twice as productive. So if technology is static, [output per worker soon stops growing](https://mru.org/courses/principles-economics-macroeconomics/solow-model-and-steady-state):

![](https://rootsofprogress.org/img/mru-solow-steady-state.png)

[Marginal Revolution University](https://mru.org/courses/principles-economics-macroeconomics/solow-model-and-steady-state)

But technology [acts as a multiplier on productivity](https://mru.org/courses/principles-economics-macroeconomics/solow-model-ideas). This makes each worker more productive, and creates more headroom for capital accumulation:

![](https://rootsofprogress.org/img/mru-solow-ideas.png)

[Marginal Revolution University](https://mru.org/courses/principles-economics-macroeconomics/solow-model-ideas)

So we *can* have economic growth if, and *only* if, we have technological progress.

How does this happen? Another economist, Paul Romer, [pointed out](https://web.stanford.edu/~klenow/Romer_1990.pdf) the key feature of ideas: In economic terms, they are “nonrival”. Unlike a loaf of bread, or a machine, an invention or an equation can be shared by everyone. If we double the number of workers we have and double the machines they use, we will merely double their output, which is the *same* output per worker. But if we *also* double the power of technology, we will *more* than double output, making everyone richer. Physical resources have to be divided up, so as the population grows, the per-capita stock of resources shrinks. But ideas do not. [The per-capita stock of ideas *is* the *total* stock of ideas.](https://paulromer.net/speeding-up-theory/)

So we won’t run out of resources, as long as we keep generating new ideas. But—will we run out of ideas?

Romer assumed that the technology multiplier would grow exponentially at a rate proportional to the number of researchers. But another economist, Chad Jones, [pointed out](https://www.jstor.org/stable/2118448) that in the 20th century, we have vastly increased R&D, while growth rates have been flat or even declining. This is evidence that [ideas have been getting harder to find](https://web.stanford.edu/~chadj/IdeaPF.pdf):

![](https://rootsofprogress.org/img/bloom-2020-fig-1.png)

[Bloom, Jones, Van Reenen, and Webb, “Are Ideas Getting Harder to Find?” (2020)](https://web.stanford.edu/~chadj/IdeaPF.pdf)

Does this mean inevitable [stagnation](https://rootsofprogress.org/technological-stagnation)? Maybe we have already picked all the low-hanging fruit. Maybe research is like mining for ideas, and the vein is running thin. Maybe inventions are like fish in a pond, and the pond is getting fished out. But notice that all these metaphors treat ideas like physical resources! And I think it’s a mistake to call “peak ideas”, just as it’s always been a mistake to call peak resources.

One reason, as Paul Romer [pointed out](https://paulromer.net/deep_structure_growth/), is that the space of ideas is combinatorially vast. The number of potential molecular compounds, or the number of possible DNA sequences, is *astronomical*. We have barely begun to explore.

![](https://rootsofprogress.org/img/molecule-and-dna.jpg)

And even as ideas get harder to find, we get better at finding them. As the population and the economy grow, we can devote more brains and more investment to R&D. And technologies like spreadsheets or the Internet make researchers more productive.

In fact, the greatest threat to long-term economic growth might be the [slowdown in *population* growth](https://ourworldindata.org/world-population-growth-past-future):

![](https://rootsofprogress.org/img/world-population-growth.png)

[Our World in Data](https://ourworldindata.org/future-population-growth#two-centuries-of-rapid-global-population-growth-will-come-to-an-end)

Without [more brains to push technology forward](https://www.newthingsunderthesun.com/pub/y8xkawb4/release/4), progress might stall.

Now, that’s a problem for another time. But note that in five minutes we’ve gone from worrying about *overpopulation* to *underpopulation*. That’s because we’ve traded a scarcity mindset, where growth is limited by resources, for an abundance mindset, where it is limited only by our ingenuity.

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*Thanks to Brady Forrest and the Long Now Foundation for inviting me to speak.*