Must-Read: Mark Pesce: Zombie Moore’s Law: Hardware Eats Software

Must-Read: Mark Pesce: Zombie Moore’s Law: Hardware Eats Software:

Intel announce some next-generation CPUs that aren’t very much faster… delays… some of its 10nm process CPUs; and Apple’s new A10 chip, powering iPhone 7, is as one of the fastest CPUs ever…

Intel’s slavish devotion to [the] single storyline [that] more transistors and smaller transistors are what everyone needs. That… gave us thirty years of Wintel, but… the CPU is all grown up. Meanwhile… every twelve months another A-series System-on-a-Chip makes its way into the Apple product line, and every time performance increases enormously…. But the bulk of the speed gains in the A-series (about a factor of twelve over the last five years) don’t come from making more, smaller transistors. Instead, they come from Apple’s focus on using only those transistors needed for their smartphones and tablets…. Every aspect of Apple’s chip is highly tuned to both workload and iOS kernel-level task management. It’s getting hard to tell where Apple’s silicon ends and its software begins. And that’s exactly the point….

Apple isn’t alone; NVIDIA has been… adding custom bits to move… work previously done in software–such as rendering stereo pairs for virtual reality displays–into the hardware. A process that used to cost 2x the compute for every display frame now comes essentially for free…. For the last fifty years… the cheap gains of ever-faster CPUs versus the hard work of designing and debugging silicon circuitry meant only the most important or time-critical tasks migrated into silicon. Now… wringing every last bit of capacity out of the transistor… is already well underway…

Must-Read: William Spriggs: Trying to Teach Old Dogs New Tricks

Must-Read: The conventional wisdom in the communities in which I sit is that commercial bankers are being extremely stressed by the fact that interest rates are so low and they cannot charge for deposits. The longer-run point that raising interest rates may well crash the economy and crash the value of their loan books appears to be something that is not in the forefront of their minds. And the conventional wisdom is that regional Federal Reserve bank presidents respond to this stress.

What I do not understand is why the regional Federal Reserve bank presidents are not enormous and vocal advocates of a higher inflation target. Their loan books are not long enough (housing aside, and that risk has been laid off) to seriously suffer from expropriation-via-moderate-inflation. A higher inflation target that boosted the economy would actually improve the quality of their loan books. And it would provide a wedge between short-term real interest rates and the zero bound.

So why not?

William Spriggs: Trying to Teach Old Dogs New Tricks:

Last December, after a long period of keeping the Fed funds rate near zero, the FOMC voted unanimously to raise the Fed funds rate by one-quarter to one-half points….

It was anticipated that would be the first in a series of increases of similar small amounts. But, over the course of this year, the economy has run rather flat…. In 2015, the unemployment rate fell from 5.7% in January to 5.0% in October. It has since remained stuck at about that level…. Eight months of flat unemployment rates and tepid GDP growth would suggest the Fed has clearly succeeded in finding a landing that, so far hasn’t meant crashing the economy. At least, on Wednesday, the evidence from modest GDP growth, flat unemployment and very low inflation convinced the six Board of Governors and the president of the New York Federal Reserve Regional Bank to hold steady; a tribute to Janet Yellen’s leadership to stay focused on the data and the real economy.

But… three regional bank presidents, Esther George of Kansas City, Loretta Mester of Cleveland and Eric Rosengren of Boston, all voted to raise the rate now… [with] other major world economies, Europe, Japan and China… struggling with slow growth… [and] operating with either zero or negative interest rates. America’s modest growth looks very good next to their anemic performance…. This is making the dollar very strong… weak[ening]… U.S. manufacturing because a strong dollar hurts U.S. exports…. The current tension in the FOMC between the Board of Governors and the regional bank presidents continues the controversy whether banks have too much say. Independence of the Fed from the political process is important. But, so too is Fed independence from the banks they need to regulate…. The vote from Wall Street was positive. The stock market gains show a consensus the Fed is doing it right.

Must-Reads: September 23, 2016


Should Reads:

Weekend reading: “Grantee conference week” edition

This is a weekly post we publish on Fridays with links to articles that touch on economic inequality and growth. The first section is a round-up of what Equitable Growth published this week and the second is the work we’re highlighting from elsewhere. We won’t be the first to share these articles, but we hope by taking a look back at the whole week, we can put them in context.

Equitable Growth round-up

Women are increasingly working full-time well past the typical retirement age in the United States. What’s behind this increasing labor force participation later in life? Bridget Ansel digs into new research on the question.

How do people change their consumption in response to a big loss of income? Looking at the effect of unemployment and unemployment insurance data can help answer this question and better understand what increases (or decreases) household consumption.

Equitable Growth held our first grantee conference on Wednesday highlighting new and on-going work from researchers that we’ve funded through our competitive grants program. We’re excited about the research we’ve already funded, and look forward to funding more.

Is declining U.S. geographic mobility something we should combat by reducing the cost of moving? Or is the geographic decline the result of changes to something else, like the labor market?

Links from around the web

On Wednesday, the Federal Reserve declined to raise interest rates. But even before they held off hiking rates it was clear their plans for the next few years may need to change.  Ylan Mui writes about the central bank contemplate the prospect of “no exit.” [wonkblog]

How connected are the very quick rise of incomes at the top and the near stagnation of incomes for most U.S. workers? Alana Semuels looks at Connecticut as an example of how the gains of the rich may be causing problems for the rest of the population. [the atlantic]

A new book argues that the increasing abundance of labor, spurred in part by technological growth, has created a number of problems for the labor market and the global economy. Giles Wilkes reviews The Wealth of Humans by Ryan Avent. [the economist]

The amount of time a worker spends at a job as an employee declined over the last two years. This trend might sound bad, but it’s actually a good sign for the health of the U.S. labor market, as Ben Leubsdorf writes. [wsj]

“Sitting around and not working means failing to accumulate valuable human capital. Enough years of this can have as big of an impact as tearing up a college degree.” Adam Ozimek writes on the value of work experience. [moody’s]

Friday figure

Figure from “More women in the United States are working past retirement age” by Bridget Ansel

Must-Read: Ernesto Dal Bo, Pablo Hernandez, and Sebastian Mazzuca: The Paradox of Civilization: Pre-Institutional Sources of Security and Prosperity

Must-Read: Ernesto Dal Bo, Pablo Hernandez, and Sebastian Mazzuca: The Paradox of Civilization: Pre-Institutional Sources of Security and Prosperity:

The rise of civilizations involved the dual emergence of economies that could produce surplus (“prosperity”) and states that could protect surplus (“security”)…

…But the joint achievement of security and prosperity had to escape a paradox: prosperity attracts predation, and higher insecurity discourages the investments that create prosperity. We study the trade-offs facing a proto-state on its path to civilization through a formal model informed by the anthropological and historical literatures on the origin of civilizations. We emphasize pre-institutional forces, such as physical aspects of the geographical environment, that shape productive and defense capabilities.

The solution of the civilizational paradox relies on high defense capabilities, natural or man-made. We show that higher initial productivity and investments that yield prosperity exacerbate conflict when defense capability is fixed, but may allow for security and prosperity when defense capability is endogenous. Some economic shocks and military innovations deliver security and prosperity while others force societies back into a trap of conflict and stagnation.

We illustrate the model by analyzing the rise of civilization in Sumeria and Egypt, the first two historical cases, and the civilizational collapse at the end of the Bronze Age.

The Long-Run Economic Trend Is Our Friend: No Longer so Fresh at Project Syndicate

Over at Project Syndicate: The Long-Run Economic Trend is Our Friend

These are days of grave disappointment at the state of the world. Sinister forces of fanatic religion-linked murder that we thought had been largely scotched by 1750 are back. They have been joined by and are reinforcing forces of nationalism, bigotry, and racism that we thought had been largely scotched in the ruins of Berlin in 1945. (There is a bright spot: the other principal fanaticism of the twentieth century, that of ideology, is comatose if not dead.) In addition, the state of economic growth since 2008 has been profoundly disappointing. There is no reasoned case for optimistically expecting a turn for the better in the next five years or so. And the failure of the globe’s institutions to deliver ever-increasing prosperity has undermined the trust and confidence which in better times would be strong factors suppressing the murderous demons of our age. Read MOAR Over at Project Syndicate

In these days of pronounced pessimism, it is past time to engage in enthusiastic and positive contrarianism with respect to the state of global economic growth not over the next five but over the next 30 years, and beyond at least to the next 60.

The reason that the 25 to 50-year economic growth future looks very bright is that the biggest of the macro trends that have been operating since the end of World War II are still, under the surface, at work. Technology continues to diffuse. World trade continues to grow. The population explosion continues to ebb. The innovative heart of the world economy in the global north continues to beat–albeit perhaps more sluggishly than it has since the 1880s (maybe). War and terror continue to destroy, terrorize, shock, and horrify, but on a scale much less than the holocausts and megadeaths of 1914-1978.

And these trends are likely to continue.

Our best source of summary information on global economic growth remains the Penn World Table research project started two generations ago by Alan Heston and Robert Summers. Take the geometric mean of individual country estimates of real GDP per capita as our first summary statistic of the state of the global economy. The Penn World Table then tells us that the world in 1980 was some 80% better off than it had been in 1950, and the world in 2010 was another 80% better off in measured material-well being terms that it had been in 1980. That places us today more than three times as well off as our predecessors in the 1950s were.

Moreover, this more than tripling of world material well-being is an underestimate. First, our real GDP measure was designed to be something Simon Kuznets could estimate quickly from data that was easily available. It does not not take proper account of use-value surplus accruing to users but only of market-value revenue captured by sellers. Over time the commodities we are producing are shifting in a direction that makes user surplus a greater and market value realized a smaller proportion of their total contribution to societal well being. And I find attempts to claim either that it has always been thus profoundly unconvincing given how much of our leisure and even our work time is spent interacting with information systems where the revenue flow is not of the essence but is only a small dribble tied to ancillary advertising.

Second, there is the case of China–and, more recently, of India. According to the PWT, China’s real GDP per capita in 1980 was more than 60% below of that of the country at the then-geometric mean of the world distribution. Today China is 25% above that moving benchmark. India in 1980 was more than 70% that benchmark, but since 1980 it has closed half the gap vis-a-vis the contemporaneous geometric mean. In the scatter of country experiences, India and China are only two counties. But they are 30% of humanity.

Now do not push optimism too far. There has been no sign of the world’s countries drawing together in their levels of prosperity. In 1950 two-thirds of countries had GDP per capita levels between 45% and 225% of the geometric mean of the world’s nations. By 1980 you had to widen that spread to 33% to 300%. And today it is 28% to 360%. That on the level of individuals the world economy is a more equal place than it was in 1980 is due to rulership that has been on the whole much better than average in China and India since the accessions of Deng Xiaoping and Rajiv Gandhi. But there are no more countries of the size of China or India to stand up. And few observers have anything like the confidence in and hopes for Xi Jinping and Narendra Modi that they had in their predecessors. It may be harder to find an export niche in the world economy to accelerate technology transfer in the future than it has been since the end of World War II. It may well be that the engine of innovation at the world’s leading technological edge will beat more slowly. But it will continue to beat. And technology will continue to diffuse. And the world will continue to grow.

Expect–terror that somehow triggers global nuclear armageddon aside–my successors in 2075 or so to be writing about how their world is, once again, three times as well off in material terms as we are today.

And beyond that? It is harder to project. We are already letting global warming, a potentially very large demon for the post-2080 world, out of the Pandora’s Box we hold. Our children’s children’s children will not thank us for that.

Must-Read: Anna Valero and John van Reenen: The Economic Impact of Universities: Evidence from Across the Globe

Must-Read: Anna Valero and John van Reenen: The Economic Impact of Universities: Evidence from Across the Globe:

15,000 universities in about 1,500 regions across 78 countries, some dating back to the 11th Century….

Increases in the number of universities are positively associated with future growth of GDP per capita (and this relationship is robust to controlling for a host of observables, as well as unobserved regional trends). Our estimates imply that doubling the number of universities per capita is associated with 4% higher future GDP per capita. Furthermore, there appear to be positive spillover effects from universities to geographically close neighboring regions…. Part of the effect of universities on growth is mediated through an increased supply of human capital and greater innovation (although the magnitudes are not large). We find that within countries, higher historical university presence is associated with stronger pro-democratic attitudes.

Must-Read: Duncan Black: The Ad Cycle

Must-Read: Duncan Black: The Ad Cycle:

I thought it would’ve reset by now, but the internet just keeps getting worse and worse…

Trying to read a website is like playing a game of whack-a-mole with the ads, and that’s before we start complaining about the auto-on video and audio ads. Usually these things do follow a cycle, with the ad arms race heating up until everybody realizes it isn’t sustainable and it resets a bit, but it seems like endless cover-the-text popover ads are here to stay this time. A mystery to everyone who has ever used the internet is why anybody (meaning the people who pay lots of money for these ads) think that they’ll sell anything by rendering their potential customers’ browsers temporarily unusable, but for some reason they do….

Must-Read: Paul De Grauwe and Yuemei Ji: Animal spirits and the optimal level of the inflation target

Must-Read: Paul De Grauwe and Yuemei Ji: Animal spirits and the optimal level of the inflation target:

Low inflation targets can cause economies to hit the zero lower bound during deflationary periods caused by even mild shocks…

In such circumstances, central banks lose their ability to stimulate the economy. This column assesses the risk of this happening using a model that endogenises self-perpetuating optimism and pessimism in the economy. Given agents’ intrinsic chronic pessimism during times of recession, central banks should raise their inflation targets to 3 or 4% to preserve their ability to stimulate the economy when needed.