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Friday, July 17, 2020

A Possible Declining Trend For Worldwide Innovation

AI Summary. The authors estimate that important innovation per person peaked in 1873 and has declined since, placing the world at 85% of an apparent economic limit of technology and projecting 95% by 2038. They attribute part of the slowdown to human cognitive limits and argue that technologies enhancing information processing, such as artificial intelligence and quantum computing, could counteract it.

Jonathan Huebnerm Technological Forecasting & Social Change
Date Posted:
July 17, 2020
Is Database:
Database

According to @JonathanHuebnerm, the rate of important innovation peaked in 1873 and has been declining since, driven by economic limits of technology or human constraints in information processing.

Is innovation per person declining as the world approaches technology's limit?

Core argument: The rate of important innovation, measured as technological developments per capita, peaked in 1873 and has declined since, suggesting an approaching economic limit of technology.

The rate of important innovation, defined as technological developments per capita, peaked in 1873 and has been declining since, suggesting we are nearing an economic limit of technology. Currently, we are at 85% of this limit, projected to reach 90% by 2018 and 95% by 2038. This decline may also be attributed to human cognitive constraints, as individuals are overwhelmed with more information than they can process. Future innovations that could counteract this trend include technologies that enhance information processing and cognitive capacity, such as artificial intelligence and quantum computing. The evidence indicates that without such breakthroughs, the pace of technological development will continue to slow, impacting economic growth and productivity.

Takeaways by Macro Roundup® AI

  1. The rate of important innovation, measured as technological developments per capita, peaked in 1873 and has declined since, suggesting an approaching economic limit of technology.
  2. Technological development stands at 85% of its estimated economic limit, projected to reach 90% by 2018 and 95% by 2038.
  3. The innovation slowdown is attributed in part to human cognitive constraints, with individuals overwhelmed by more information than they can process, and artificial intelligence and quantum computing are identified as technologies that could counteract the trend.

Jonathan Huebnerm “A Possible Declining Trend For Worldwide Innovation,” Technological Forecasting & Social Change, 2005, http://81.47.175.201/pashmina/attachments/InnovationHuebnerTFSC2005.pdf

“…For the purposes of this paper,the rate of innovation is defined as the number of important technological developments per year divided by the world population. This result represents the innovation of an average person in developing new technologies each year. In a simplified model of the history of technology, in which the population remains constant, the rate of innovation is nearly zero at the dawn of civilization and then gradually starts to accelerate. Halfway to the technological limit, the rate of innovation reaches a maximum value and then starts to decline. As the technological limit is approached, the rate of innovation approaches zero, but it never reaches zero, so that the rate of innovation follows a bell curve. In reality, a number of different factors cause the rate of innovation to deviate from the idealized model. Some of these factors include an exponentially increasing population, war, key inventions, education, economic cycles, availability of raw materials, forms of government and religion…evidence is provided that we are closer to a technological limit than many people realize.There are two different technological limits. The first limit is a physical one, due to the laws of physics, such as the impossibility of building a perpetual motion machine. The second limit is economic; it is physically possible to dig a canal from the Pacific Ocean to the Atlantic Ocean across the continental United States, but it is not economically feasible. This paper addresses the economic limit, as we will reach this limit before the physical limit….. The rate of innovation peaked in the year 1873 and is now rapidly declining.We are at an estimated 85% of the economic limit of technology, and it is projected that we will reach 90% in 2018 and 95% in 2038…An alternate interpretation of the data is that we are reaching the limits of the human brain rather than the economic limit of technology. For the first time in history people are bombarded with far more information than they can process, so sending them increasing amounts of random pieces of information will not increase their rate of innovation. Key inventions which increase the rate of innovation in the future may include technologies that filter and prioritize information, improve the capacity of the human brain, artificial intelligence or a genetically engineered, highly intelligent organism….In conclusion, the evidence presented indicates that the rate of innovation reached a peak over a hundred years ago and is now in decline. This decline is most likely due to an economic limit of technology or a limit of the human brain that we are approaching. We are now approximately 85% of the way to this limit, and the pace of technological development will diminish with each passing year…”

If that’s the case, quantum computing and artificial intelligence seem like good solutions to the slowdown.

the measure of innovation is relatively crude, important technological developments/population and shows innovation peaked in 1873 by that measure. He does suggest that the constraint we are running into might be our processing ability, “…An alternate interpretation of the data is that we are reaching the limits of the human brain rather than the economic limit of technology. For the first time in history people are bombarded with far more information than they can process, so sending them increasing amounts of random pieces of information will not increase their rate of innovation…”

Ed, note on declining innovation you asked me to take a look at, constant with Robert Gordon’s view.

Ed Comment:Ok to add. not much there; but interesting nevertheless. Dividing by the world population is an odd measures since such a big part of the world is not engaged in producing innovation and probably never will be. So world population hasn’t driven the pace of innovation as would be the case if x% of the world population had been engaged in producing it. I guess the number of researchers is growing faster than GDP and GDP is growing faster than world population so researchers as a share of world population is growing, which seems to negate my conclusion (ie x is rising). But as I said previously, I fear that smarts are increasingly used for esoterica that barely contributes to productivity growth, that most of the innovation comes from mining the tech frontier, and fewer people are engaged in that mining relative to the world population. Moreover, I think the developing world is merely developing because it lacks the talent to successfully implement proven ideas. So even proven ideas aren’t getting implements. A better measure is probably just some measure of the production ideas independent of the world population. Presumably that’s slowing down. Is it?

  • Historical
  • Productivity
    • Innovation/Research

Monday, July 20, 2020

Beyond the Milky Way, a Galactic Wall

AI Summary. Astronomers have identified the South Pole Wall, a structure of thousands of galaxies spanning 700m light-years that is largely hidden behind the Milky Way. Its gravitational pull draws nearby galaxies toward it about 30 miles per second faster than expected, illustrating the uneven distribution of matter in the universe.

Dennis Overbye New York Times
Date Posted:
July 20, 2020
Is Database:
Database

The discovery of the South Pole Wall, a vast structure of thousands of galaxies, reveals complexities in cosmic expansion and gravitational dynamics. This wall influences the local universe’s expansion, pulling galaxies toward it at a speed of 30 miles per second faster than anticipated.

Is matter in the universe distributed unevenly?

Core argument: The South Pole Wall, a structure of thousands of galaxies spanning 700m light-years, draws nearby galaxies toward it at 30 miles per second faster than expected, affecting the local universe's expansion.

The discovery of the South Pole Wall, a massive structure of thousands of galaxies spanning 700m light-years, highlights the complexities of cosmic expansion and gravitational dynamics. This wall, obscured by the Milky Way's "zone of avoidance," affects the local universe's expansion by drawing galaxies towards it at 30 miles per second faster than expected. Such gravitational influences underscore the uneven distribution of matter, challenging the notion of a uniformly expanding universe. The South Pole Wall's gravitational pull, alongside other structures like the Great Attractor, contributes to our galaxy's motion through space at 400 miles per second. This discovery emphasizes the role of dark matter in shaping cosmic structures, impacting our understanding of the universe's macroeconomic framework.

Takeaways by Macro Roundup® AI

  1. The South Pole Wall, a structure of thousands of galaxies spanning 700m light-years, draws nearby galaxies toward it at 30 miles per second faster than expected, affecting the local universe's expansion.
  2. The South Pole Wall had remained obscured by the Milky Way's "zone of avoidance," and its gravitational pull, together with structures such as the Great Attractor, contributes to our galaxy's motion through space at 400 miles per second.
  3. The uneven distribution of matter highlighted by the South Pole Wall challenges the notion of a uniformly expanding universe and points to the role of dark matter in shaping cosmic structures.

Dennis Overbye, Beyond the Milky Way, a Galactic Wall,"New York Times, July 10, 2020, https://www.nytimes.com/2020/07/10/science/astronomy-galaxies-attractor-universe.html

Beyond the Milky Way, a Galactic Wall

Astronomers have discovered that there is a vast wall across the southern border of the local cosmos.

The South Pole Wall, as it is known, consists of thousands of galaxies — beehives of trillions of stars and dark worlds, as well as dust and gas — aligned in a curtain arcing across at least 700 million light-years of space. It winds behind the dust, gas and stars of our own galaxy, the Milky Way, from the constellation Perseus in the Northern Hemisphere to the constellation Apus in the far south. It is so massive that it perturbs the local expansion of the universe.

But don’t bother trying to see it. The entire conglomeration is behind the Milky Way, in what astronomers quaintly call the zone of avoidance.

An international team of astronomers led by Daniel Pomarède of Paris-Saclay University and R. Brent Tully of the University of Hawaii announced this new addition to the local universe on Friday in a paper in Astrophysical Journal. The paper is festooned with maps and diagrams of blobby and stringy features of our local universe as well as a video tour of the South Pole Wall.

It is the latest installment of an ongoing mission to determine where we are in the universe — to fix our neighborhood among the galaxies and the endless voids — and where we are going.

“The surprise for us is that this structure is as big as the Sloan Great Wall and twice as close, and remained unnoticed, being hidden in an obscured sector of the southern sky,” Dr. Pomarède said in an email.

“The discovery is a wonderful poster child for the power of visualizations in research,” Dr. Tully said.

The new wall joins a host of other cosmographic features: arrangements of galaxies, or a lack of them, that astronomers have come to know and love over the last few decades, with names like the Great Wall, the Sloan Great Wall, the Hercules-Corona Borealis Great Wall and the Bootes Void.

The new paper was based on measurements, performed by Dr. Tully and his colleagues, of the distances of 18,000 galaxies as far away as 600 million light-years. By comparison, the most distant objects we can see — quasars and galaxies that formed shortly after the Big Bang — are about 13 billion light years away.

Beyond the Milky Way, a Galactic Wall: Extended Excerpt Image 1


The galaxies in the wall cannot be seen, but Dr. Pomarède and his colleagues were able to observe their gravitational effects by assembling data from telescopes around the world.

In the expanding universe, as described in 1929 by the astronomer Edwin Hubble and confirmed for almost a century, distant galaxies are flying away from us as if they were dots on an inflating balloon; the farther they are, the faster they recede from us, according to a relation called the Hubble law.

That motion away from Earth causes their light to be shifted to longer, redder wavelengths and lower frequencies, like retreating ambulance sirens. Astronomers use this “redshift,” which is easily measured, as a proxy for relative distance in the universe. By measuring the galaxy distances independently, the “Cosmicflows” team, as Dr. Pomarède and his colleagues call themselves, was able to distinguish the motion caused by the cosmic expansion from motions caused by gravitational irregularities.

As a result, they found that the galaxies between Earth and the South Pole Wall are sailing away from us slightly faster than they otherwise should be, by about 30 miles per second, drawn outward by the enormous blob of matter in the wall. And galaxies beyond the wall are moving outward more slowly than they otherwise should be, reined in by the gravitational drag of the wall.

One astonishing aspect of the wall is how big it is compared to the volume that the team was surveying: a contiguous filament of light 1.4 billion light-years long, packed into a cloud maybe 600 million in radius. “There is hardly room in the volume for anything bigger!” Dr. Tully said in an email. “We’d have to anticipate that our view of the filament is clipped; that it extends beyond our survey horizon.”

And yet the South Pole Wall is nearby in cosmological terms. “One might wonder how such a large and not-so-distant structure remained unnoticed,” Dr. Pomarède mused in a statement issued by his university.

But in the expanding universe, there is always something more to see.

On the largest scales, cosmologists attest, the universe should be expanding smoothly, and the galaxies should be evenly distributed. But on smaller, more local scales, the universe appears lumpy and gnarled. Astronomers have found that galaxies are gathered, often by the thousands, in giant clouds called clusters and that these are connected to one another in lacy, luminous chains and filaments to form superclusters extending across billions of light-years. In between are vast deserts of darkness called voids.

From all of this has emerged what some astronomers call our “long address”: We live on Earth, which is in the solar system, which is in the Milky Way galaxy. The Milky Way is part of a small cluster of galaxies called the Local Group, which is on the edge of the Virgo cluster, a conglomeration of several thousand galaxies.

In 2014, Dr. Tully suggested that these features were all connected, as part of a giant conglomeration he called Laniakea — Hawaiian for “open skies” or “immense heaven.” It consists of 100,000 galaxies spread across 500 million light-years.

All this lumpiness has distorted the expansion of the universe. In 1986, a group of astronomers who called themselves the Seven Samurai announced that the galaxies in a huge swath of the sky in the direction of the constellation Centaurus were flying away much faster than the Hubble law predicted, as if being pulled toward something — something the astronomers called the Great Attractor. It was the beginning of something big.

“We now see the Great Attractor as the downtown region of the supercluster that we live in — an overall entity that our team has called the Laniakea Supercluster,” Dr. Tully said. All the different parts of this supercluster are tugging on us, he added.

As a result, the Great Attractor and its relatives are shedding light on another enduring cosmic mystery — namely, where we are headed.

Astronomers discovered in 1965 that space is suffused with microwave radiation, a bath of heat — with a temperature of 2.7 degrees Kelvin, or minus 455 degrees Fahrenheit — left over from the birth of the universe 14 billion years ago. Subsequent observations revealed that this bath is not uniform: It is slightly warmer in one direction, suggesting that we — Earth, our galaxy and the Local Group — are moving through the microwaves, like a goldfish in a fishbowl, at about 400 miles per second in the approximate direction of Centaurus, but aiming far beyond.

Beyond the Milky Way, a Galactic Wall: Extended Excerpt Image 2


Why? What is over there, on the other side of the fishbowl, compelling us? That is the kind of question that would come up in an Arthur C. Clarke novel, where humanity is always gearing up for some definitive expedition around the curve of the universe.

“A major goal in cosmology is to explain this motion,” Dr. Tully said in a series of emails. In theory, the motion arises from the lumpy distribution of matter that grew out of tiny ripples in the density of the early universe.

“The Great Attractor is certainly an important part of the cause of our motion,” Dr. Tully said. “The South Pole Wall also contributes but, again, only in part,” he added, listing more local galaxy clusters and voids. “Every hill and valley in the density distribution makes itself felt.”

Most of that is stuff that we cannot see directly. According to the prevailing theory of a confoundingly preposterous universe, the cosmos contains about five times as much invisible dark matter as luminous atomic matter.

Nobody knows exactly what dark matter is made of, but according to cosmologists it provides the gravitational scaffolding for the luminous structures in the universe — galaxies, galaxy clusters, superclusters, voids and chains like the South Pole Wall, all connected by spidery filaments in what’s known as the cosmic web. The visible universe of stars and galaxies, cosmologists like to say, is like snow on mountaintops or lights on dark, distant Christmas trees.

But by following the lights and how they are moving, astronomers like Dr. Tully and his cosmographers have now been able to probe the shadows on which they sit: galumphing clouds of mass whose gravity shapes the destiny of the visible cosmos, arranging it into shapes and neighborhoods, walls, valleys and voids.

“It’s just dark matter having its way,” Dr. Tully said.

“We are like swimmers attempting to swim upstream but being carried downstream faster.”

“…The South Pole Wall, as it is known, consists of thousands of galaxies — beehives of trillions of stars and dark worlds, as well as dust and gas — aligned in a curtain arcing across at least 700 million light-years of space. It winds behind the dust, gas and stars of our own galaxy, the Milky Way, from the constellation Perseus in the Northern Hemisphere to the constellation Apus in the far south. It is so massive that it perturbs the local expansion of the universe. But don’t bother trying to see it. The entire conglomeration is behind the Milky Way, in what astronomers quaintly call the zone of avoidance….”

Ed Comment:"(This article is interesting one it's own.) But I can't help but wonder if as we grow richer, we (can afford to) devote a greater share our constrained supply of intelligence to esoteric science that does little, if anything, to increase productivity. Perhaps that's a significant contributor to why productivity is slowing down. Perhaps a lot of money isn't devoted to studies like this,but the money that is devoted sucks down a significant share of brain power, brain power that's not very expensive because, unfortunately, it's not very productive."

  • Productivity
    • Innovation/Research
  • Science
    • Cosmos

Global Imbalances And Policy Wars At The Zero Lower Bound

AI Summary. The authors argue that when interest rates are stuck near zero, real rates cannot equilibrate global asset markets, so countries with shortages of safe assets run current account surpluses that push world rates down and export recessions abroad. This environment creates incentives for currency devaluations and tariff hikes that redirect demand toward domestic goods.

Ricardo Caballero Harvard University
Date Posted:
July 20, 2020
Is Database:
Database

Capital inflows can depress domestic demand by affecting exchange rates, leading to zero-sum beggar-thy-neighbor devaluations & currency wars at the Zero Lower Bound (ZLB).

Do near-zero rates lead countries to export recessions and trade wars?

Core argument: At the zero lower bound, real interest rates cannot equilibrate global asset markets, so global output declines and current account surplus countries export their recessions abroad, further depressing world demand.

Capital inflows can depress domestic demand by affecting exchange rates, leading to zero-sum beggar-thy-neighbor devaluations and currency wars at the Zero Lower Bound (ZLB). In a global liquidity trap, countries with large safe asset shortages run Current Account surpluses, pushing world interest rates down and propagating recessions. At the ZLB, real interest rates cannot equilibrate global asset markets, causing global output to decline and exacerbating global imbalances. Current Account surplus countries export their recessions abroad, further depressing global demand. Safe asset shortages contribute to a global downturn, with reserve currency countries experiencing larger recessions. This environment incentivizes trade wars as countries hike tariffs to redirect demand toward domestic goods, intensifying the negative impact on the world economy.

Takeaways by Macro Roundup® AI

  1. At the zero lower bound, real interest rates cannot equilibrate global asset markets, so global output declines and current account surplus countries export their recessions abroad, further depressing world demand.
  2. Countries with large safe asset shortages run current account surpluses that push world interest rates down and propagate recessions, with reserve currency countries experiencing larger recessions in the resulting global downturn.
  3. Capital inflows can depress domestic demand through exchange rates, generating zero-sum beggar-thy-neighbor devaluations and currency wars, and incentivizing tariff hikes that redirect demand toward domestic goods while intensifying the harm to the world economy.

updated draft paper from Caballero and Farhi arguing that capital inflows can depress domestic demand via FX effects (putting pressure on exchange rates)“…In a global liquidity trap, global output needs to decline, but the exchange rate affects the distribution of recessions across countries. This creates fertile grounds for zero-sum beggar-thy-neighbor devaluations achieved by direct interventions in exchange rate markets, stimulating output and improving the current account in one country at the expense of others. These sorts of beggar-thy-neighbor policies can lead to “currency wars” when countries are at the ZLB. By the same token, this indeterminacy implies that countries have an incentive to engage in “trade wars”: Countries may hike tariffs to divert global demand away from foreign goods and toward domestic goods..”
"...World interest rates and global imbalances go hand in hand: Countries with large safe asset shortages run Current Account surpluses and push the world interest rate down. At the ZLB, the global asset market remains in disequilibrium when output is at its potential: the resulting global (safe) asset shortage cannot be resolved by lower world interest rates. It is instead alleviated by a world recession, which is propagated by global imbalances: Current Account surplus countries push world output down, exerting a negative effect on the world economy....The ZLB (Zero Lower Bound) emerges as a natural tipping point. Away from the ZLB, real interest rates clear global asset markets: A shock that creates an asset shortage (excess demand for assets) at the prevailing real interest rate results in an endogenous reduction in global real interest rates that restores equilibrium in global asset markets. At the ZLB, real interest rates cannot play their equilibrating role and global output must adjust to clear asset markets: Global output endogenously declines, reducing income and therefore net global asset demand and restoring equilibrium in global asset markets. Moreover, the role of capital flows changes at the ZLB. Away from the ZLB, current account surpluses propagate low interest rates from the origin country to the rest of the world. At the ZLB, current account surpluses propagate recessions. We characterize global imbalances at the ZLB with a Metzler diagram in quantities that connects the size of the global recession and net foreign asset positions (and current accounts) to the recessions that would prevail in each country under financial autarky. This is analogous to the case away from the ZLB, where the world equilibrium real interest rate and net foreign asset (and current account) positions are connected to the equilibrium real interest rate that would prevail in each country under autarky. Our analysis shows that, other things equal, when a country’s autarky recession is more (less) severe than the global recession, that country is also a net creditor (debtor) and runs current account surpluses (deficits) in the financially integrated environment, effectively exporting its recession abroad.In turn, a country experiences a more (less) severe autarky recession than the average recession when its autarky asset shortage is more (less) severe than the global asset shortage. In this environment, a large country with a severe autarky liquidity trap recession can pull the world economy into a global liquidity trap recession...Safe asset shortages also push the global economy into a global downturn, a global safety trap. This depresses the return on safe assets relative to risky ones as risk premia increase. Reserve currency countries can be pushed into a safety trap earlier, or experience a larger recession. Finally, recessions propagate through the safe component of the financial account. Net Safe Asset issuers experience a disproportionate share of the global recession…”

Global Imbalances And Policy Wars At The Zero Lower Bound: Extended Excerpt Image 1


Ricardo Caballero, Emmanuel Farhi and Pierre-Olivier Gourinchas, "Global Imbalances And Policy Wars At The Zero Lower Bound," Harvard University, January 16, 2020, https://scholar.harvard.edu/files/farhi/files/glob_imbalances_011620_pog.pdf

  • Business Cycle
  • Comparisons
    • Historical
  • GDP
    • Savings Glut/Trade Deficit

Housing was the business cycle

AI Summary. US residential investment has declined as a share of GDP, from 6.7% in the mid-2000s to 3.5% in 2020, reducing housing's role in driving economic cycles. The smaller contribution of housing implies other sectors must carry more of the burden of sustaining growth.

Economist Staff The Economist
Date Posted:
July 20, 2020
Is Database:
Database

US residential investment has declined from 6.7% of GDP in the mid-2000s to 3.5% in 2020, underscoring housing’s diminishing role in driving economic cycles.

Has housing's shrinking share of GDP reduced its role driving business cycles?

Core argument: US residential investment fell from 6.7% of GDP in the mid-2000s to 3.5% in 2020.

The chart highlights a significant decline in US residential investment as a % of GDP, underscoring housing's diminishing role in driving economic cycles. Historically, residential investment has been a key component of GDP, often leading economic recoveries. However, recent data shows a downward trend, with residential investment falling from 6.7% of GDP in the mid-2000s to just 3.5% in 2020. This decline reflects broader shifts in the economy, including changes in consumer preferences, tighter lending standards, and demographic trends. The reduced contribution of housing to GDP growth suggests that other sectors must now play a larger role in sustaining economic momentum. As policymakers and economists analyze these trends, understanding the implications for future economic cycles becomes crucial, particularly in light of potential policy adjustments and market responses.

Takeaways by Macro Roundup® AI

  1. US residential investment fell from 6.7% of GDP in the mid-2000s to 3.5% in 2020.
  2. Residential investment has historically been a key component of GDP that often led economic recoveries, and its reduced contribution to GDP growth suggests other sectors must play a larger role in sustaining economic momentum.
  3. The decline in US residential investment reflects broader shifts including changes in consumer preferences, tighter lending standards, and demographic trends.

Economist Staff, "Housing was the business cycle,"The Economist, July 18, 2020, https://www.economist.com/finance-and-economics/2020/07/18/housing-was-the-business-cycle

Ed Comment:Add to data base. Love the chart for historical perspective.

  • Business Cycle
  • Comparisons
    • Historical
  • GDP
    • Housing


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