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Monday assorted links

1. Paul McCartney on Phil Spector.  And McGuinn/Richard Thompson sea shanty.

2. Don’t tell Alex.

3. Painted bunting spotted at Great Falls Park.

4. New site to ease the availability/matching for Massachusetts vaccines.

5. “Another eleventh-century medieval Chinese coin found in England.”  And Dominic Lawson with more on the UK Covid performance.

6. The more contagious strain is now significant in Los Angeles (NYT).

7. Progress on corporate carbon removal (NYT).

Most Popular MR Posts of the Year

Here is a selection of the most popular MR posts of 2020. COVID was a big of course. Let’s start with Tyler’s post warning that herd immunity was fragile because it holds only “for the current configuration of social relations”. Absolutely correct.

The fragility of herd immunity

Tyler also predicted the pandemic yo-yo and Tyler’s post (or was it Tyrone?) What does this economist think of epidemiologists? was popular.

Tyler has an amazing ability to be ahead of the curve. A case in point, What libertarianism has become and will become — State Capacity Libertarianism was written on January 1 of last year, before anyone was talking about pandemics! State capacity libertarianism became my leitmotif for the year. I worked with Kremer on pushing government to use market incentives to increase vaccine supply and at the same repeatedly demanded that the FDA move faster and stop prohibiting people from taking vaccines or using rapid tests. As I put it;

Fake libertarians whine about masks. Real libertarians assert the right to medical self-defense and demand access to vaccines on a right to try basis.

See my 2015 post Is the FDA Too Conservative or Too Aggressive for a good review of ideas on the FDA. A silver lining of the pandemic may be that more people realize that FDA delay kills.

My historical posts the The Forgotten Recession and Pandemic of 1957 and What Worked in 1918? and the frightening The Lasting Effects of the the 1918 Influenza Pandemic were well linked.

Outside of COVID, Tyler’s 2005 post Why did so many Germans support Hitler? suddenly attracted a lot of interest. I wonder why?

Policing was also popular including my post Why Are the Police in Charge of Road Safety? which called for unbundling the police and my post Underpoliced and Overprisoned revisited.

Tyler’s great post The economic policy of Elizabeth Warren remains more relevant than I would like. On a more positive note see Tyler’s post Best Non-Fiction Books of the Year.

One of the most popular posts of the year and my most popular post was The Gaslighting of Parasite.

But the post attracting the most page views in 2020 by far, however, was Tyler’s and it was…

  1. John Brennan on UFOs.

You people are weird. Don’t expect more UFO content this year. Unless, well you know.

The clock is ticking…

President Trump’s signature Sunday on the $2.3 trillion COVID-19 relief and government funding bill started a 180 day countdown for the Pentagon and spy agencies to say what they know about UFOs.

Here is a bit more information.  I don’t expect anything revelatory, simply confirmation that the current data truly are puzzling, and are considered puzzling by the most serious observers.

Sorry Alex!  But if we are going to spend $2.3 trillion, at least we will get something in return.  Via Jackson.

Emergent Ventures winners, new India cohort

A further Covid-19 India Prize goes to award winning journalist Barkha Dutt for her reporting on the Covid pandemic and related crises in India.

Because of the Covid lockdown (March-June 2020), Indian news reporting and broadcasting faced severe disruptions in March-April 2020. For the first 50 days, as television networks remained studio-bound, Dutt and her small team traveled across India to report from the ground, producing over 250 ground reports. All the videos and reports are available on the MoJo youtube channel.

One of the world’s most severe lockdowns unleashed a massive internal migration from the cities to the villages in India. Dutt’s team was one of the first to shed light on the erroneous state policies concerning economic migrants in India during the lockdown,, often while walking alongside migrants. Her sustained coverage eventually led other stations and newspapers to follow and report similar stories and invoked a policy response from the government.

Another Covid-19 India Prize goes to award winning data journalist Rukmini S, for The Moving Curve Podcast, covering the data issues in India. She is currently an independent journalist writing for MintThe PrintIndia Today (where she is tracking the pandemic daily) and India Spend (she is tracking Covid mortality) and writes occasionally for The GuardianSCMP and The Hindu.

She distills all the information, data, and her daily insights into a 5-7-minute audio update in the form of a free podcast, now at 92 episodes. The episodes range from getting to the heart of India’s death statisticsinterviewing a rural doctor about what it’s like waiting for Covid to hit, to attempting to cut through India’s public/ private healthcare binary, and they have had significant influence on many state governments. The Moving Curve podcast is produced by a small team of two – Rukmini S and sound engineer Anand Krishnamoorthi. The podcast is available on the major platforms as well as on medium.

Tuesday assorted links

1. A few thoughts about UFOs.

2. More on the vaccines from Russia and China.

3. “We conclude by analyzing New York’s efforts to address out-of-network billing through binding arbitration between physicians and insurers over out-of-network payments. This intervention reduced out-of-network billing by 12.8 percentage points (88%).”  JPE link here.

4. “As if 2020 couldn’t get any weirder, airline pilots landing at Los Angeles International Airport (LAX) on Sunday, August 30th, reported seeing “a guy in a jetpack” flying about 300 yards off their wing while on final approach to the bustling airport. What makes the reports even stranger is that, like a scene out of The Rocketeer, the airliners were descending through 3,000 feet when jetpack guy showed up next to them.”  Link here.

5. The public choice of NIMBY: “Historic district designation generates a 12-23% premium for house transactions in Denver.”

Ho hum, nothing to see here, move along…

Numerous associates of the Pentagon program, with high security clearances and decades of involvement with official U.F.O. investigations, told us they were convinced such crashes have occurred, based on their access to classified information. But the retrieved materials themselves, and any data about them, are completely off-limits to anyone without clearances and a need to know.

We were provided a series of unclassified slides showing that the program took this seriously enough to include it in numerous briefings. One slide says one of the program’s tasks was to “arrange for access to data/reports/materials from crash retrievals of A.A.V.’s,” or advanced aerospace vehicles.

Our sources told us that “A.A.V.” does not refer to vehicles made in any country — not Russian or Chinese — but is used to mean technology in the realm of the truly unexplained. They also assure us that their briefings are based on facts, not belief.

That is from Ralph Blumenthal and Leslie Kean at the New York Times.  And yes there is a hat tip, and a deeply deserved one too.

The demise of the happy two-parent family

Here is new work by Rachel Sheffield and Scott Winship, I will not impose further indentation:

“-          We argue, against conventional wisdom on the right, that the decades of research on the effects of single parenthood on children amounts to fairly weak evidence that kids would do better if their actual parents got or stayed married. That is not to say that that we think single parenthood isn’t important–it’s a claim about how persuasive we ought to find the research on a question that is extremely difficult to answer persuasively. But even if it’s hard to determine whether kids would do better if their unhappy parents stay together, it is close to self-evident (and uncontroversial?) that kids do better being raised by two parents, happily married.

–          We spend some time exploring the question of whether men have become less “marriageable” over time. We argue that the case they have is also weak. The pay of young men fell over the 1970s, 1980s, and early 1990s. But it has fully recovered since. You can come up with other criteria for marriageability–and we show several trends using different criteria–but the story has to be more complicated to work. Plus, if cultural change has caused men to feel less pressure to provide for their kids, then we’d expect that to CAUSE worse outcomes in the labor market for men over time. The direction of causality could go the other way.

–          Rather than economic problems causing the increase in family instability, we argue that rising affluence is a better explanation. Our story is about declining co-dependence, increasing individualism and self-fulfillment, technological advances, expanded opportunities, and the loosening of moral constraints. We discuss the paradox that associational and family life has been more resilient among the more affluent. It’s an argument we advance admittedly speculatively, but it has the virtue of being a consistent explanation for broader associational declines too. We hope it inspires research hypotheses that will garner the kind of attention that marriageability has received.

–          The explanation section closes with a look at whether the expansion of the federal safety net has affected family instability. We acknowledge that the research on select safety net program generosity doesn’t really support a link. But we also show that focusing on this or that program (typically AFDC or TANF) misses the forest. We present new estimates showing that the increase in safety net generosity has been on the same order of magnitude as the increase in nonmarital birth rates.

–          Finally, we describe a variety of policy approaches to address the increase in family stability. These fall into four broad buckets: messaging, social programs, financial incentives, and other approaches. We discuss 16 and Pregnant, marriage promotion programs, marriage penalties, safety net reforms, child support enforcement, Career Academies, and other ideas. We try to be hard-headed about the evidence for these proposals, which often is not encouraging. But the issue is so important that policymakers should keep trying to find effective solutions.”

What is his security clearance level again?

Mr. [Harry] Reid, the former Democratic senator from Nevada who pushed for funding the earlier U.F.O. program when he was the majority leader, said he believed that crashes of vehicles from other worlds had occurred and that retrieved materials had been studied secretly for decades, often by aerospace companies under government contracts.

Here is the full NYT story, much more at the link.  Via you-know-who.

The case against the import of GPT-3

From an email from Agustin Lebron, noting that I will impose no further indentation:

“One thing that’s worth noting:

The degree of excitement about GPT-3 as a replacement for human workers, or as a path to AGI, is strongly inversely correlated with:

(a) How close the person is to the actual work. If you look at the tweets from Altman, Sutskever and Brockman, they’re pumping the brakes pretty hard on expectations.
(b) How much the person has actually built ML systems.

It’s a towering achievement to be able to train a system this big. But to me it’s clearly a dead-end on the way to AGI:

– The architecture itself is 3 years old: https://arxiv.org/abs/1706.03762. It is not an exaggeration to say that GPT-3’s architecture can be described as “take that 2017 paper and make 3 numbers (width, # layers, # heads) much bigger”. The fact that there hasn’t been any improvement in architecture in 3 years is quite telling.

– In the paper itself, the authors clearly say they’re quite near fundamental limits in being able to train an architecture like this. GPT-3 isn’t a starting point, it’s an end-point.

– If you look at more sober assessments (http://lacker.io/ai/2020/07/06/giving-gpt-3-a-turing-test.htmlhttps://minimaxir.com/2020/07/gpt3-expectations/), without the tweet selection bias, it starts to look less impressive.

– Within my fairly heterogeneous circle of ML-expert friends, there’s little disagreement about dead-end-ness.

The most interesting thing about GPT-3 is the attention and press that it’s gotten. I’m still not sure what to make of that, but it’s very notable.

Again, it’s incredibly impressive and also piles of fun, but I’m willing to longbet some decent money that we’re not replacing front-end devs with attention-layer-stacks anytime soon.”

I remain bullish, but it is always worth considering other opinions.

A highly qualified reader emails me on heterogeneity

I won’t indent further, all the rest is from the reader:

“Some thoughts on your heterogeneity post. I agree this is still bafflingly under-discussed in “the discourse” & people are grasping onto policy arguments but ignoring the medical/bio aspects since ignorance of those is higher.

Nobody knows the answer right now, obviously, but I did want to call out two hypotheses that remain underrated:

1) Genetic variation

This means variation in the genetics of people (not the virus). We already know that (a) mutation in single genes can lead to extreme susceptibility to other infections, e.g Epstein–Barr (usually harmless but sometimes severe), tuberculosis; (b) mutation in many genes can cause disease susceptibility to vary — diabetes (WHO link), heart disease are two examples, which is why when you go to the doctor you are asked if you have a family history of these.

It is unlikely that COVID was type (a), but it’s quite likely that COVID is type (b). In other words, I expect that there are a certain set of genes which (if you have the “wrong” variants) pre-dispose you to have a severe case of COVID, another set of genes which (if you have the “wrong” variants) predispose you to have a mild case, and if you’re lucky enough to have the right variants of these you are most likely going to get a mild or asymptomatic case.

There has been some good preliminary work on this which was also under-discussed:

You will note that the majority of doctors/nurses who died of COVID in the UK were South Asian. This is quite striking. https://www.nytimes.com/2020/04/08/world/europe/coronavirus-doctors-immigrants.html — Goldacre et al’s excellent paper also found this on a broader scale (https://www.medrxiv.org/content/10.1101/2020.05.06.20092999v1). From a probability point of view, this alone should make one suspect a genetic component.

There is plenty of other anecdotal evidence to suggest that this hypothesis is likely as well (e.g. entire families all getting severe cases of the disease suggesting a genetic component), happy to elaborate more but you get the idea.

Why don’t we know the answer yet? We unfortunately don’t have a great answer yet for lack of sufficient data, i.e. you need a dataset that has patient clinical outcomes + sequenced genomes, for a significant number of patients; with this dataset, you could then correlate the presences of genes {a,b,c} with severe disease outcomes and draw some tentative conclusions. These are known as GWAS studies (genome wide association study) as you probably know.

The dataset needs to be global in order to be representative. No such dataset exists, because of the healthcare data-sharing problem.

2) Strain

It’s now mostly accepted that there are two “strains” of COVID, that the second arose in late January and contains a spike protein variant that wasn’t present in the original ancestral strain, and that this new strain (“D614G”) now represents ~97% of new isolates. The Sabeti lab (Harvard) paper from a couple of days ago is a good summary of the evidence. https://www.biorxiv.org/content/10.1101/2020.07.04.187757v1 — note that in cell cultures it is 3-9x more infective than the ancestral strain. Unlikely to be that big of a difference in humans for various reasons, but still striking/interesting.

Almost nobody was talking about this for months, and only recently was there any mainstream coverage of this. You’ve already covered it, so I won’t belabor the point.

So could this explain Asia/hetereogeneities? We don’t know the answer, and indeed it is extremely hard to figure out the answer (because as you note each country had different policies, chance plays a role, there are simply too many factors overall).

I will, however, note that this the distribution of each strain by geography is very easy to look up, and the results are at least suggestive:

  • Visit Nextstrain (Trevor Bedford’s project)
  • Select the most significant variant locus on the spike protein (614)
  • This gives you a global map of the balance between the more infective variant (G) and the less infective one (D) https://nextstrain.org/ncov/global?c=gt-S_614
  • The “G” strain has grown and dominated global cases everywhere, suggesting that it really is more infective
  • A cursory look here suggests that East Asia mostly has the less infective strain (in blue) whereas rest of the world is dominated by the more infective strain:
  • image.png

– Compare Western Europe, dominated by the “yellow” (more infective) strain:

image.png

You can do a similar analysis of West Coast/East Coast in February/March on Nextstrain and you will find a similar scenario there (NYC had the G variant, Seattle/SF had the D).

Again, the point of this email is not that I (or anyone!) knows the answers at this point, but I do think the above two hypotheses are not being discussed enough, largely because nobody feels qualified to reason about them. So everyone talks about mask-wearing or lockdowns instead. The parable of the streetlight effect comes to mind.”

What I’ve been reading

1. Alex Wiltshire and John Short, Home Computers: 100 Icons that Defined a Digital Generation.  Thrilling photos, I suspect the text is very good too but I don’t need to read it to recommend this one.

2. Jonathan Bate, Radical Wordsworth: the poet who changed the world.  A magisterial biography by Bates, who has been working on this one for many years.  The best Wordsworth (ah, but you must be selective!) is at the very heights of poetry, and Bate exhibits a great sympathy for his subject.  if you wish to understand how the still semi-pastoral England of the Enlightenment and Industrial Revolution transformed into…something else, Wordsworth is a key figure.

3. Maria Pia Paganelli, The Routledge Guidebook to Smith’s Wealth of Nations.  It goes through WoN book by book, this is the best reading guide to Smith that I know of.

4. Daniel Todman, Britain’s War 1942-1947.  An excellent book, one of the best of the year, full of politics and economics too.  You might think you have read enough very good WWII books, but in fact there is always another one you should pick up.  Right now this is it.

5. Carl Jung, UFOs: A Modern Myth of Things Seen in the Skies.  A short book of high variance, occasionally fascinating, half of the time interesting, often incoherent.  The most interesting parts are the “cultural contradictions of capitalism” discussions, basically suggesting that decentralized mechanisms do not give people a sufficient sense of “wholeness.”  He is trying to find a classical liberal answer to the fascist temptation, and worried that perhaps he cannot do it.

I have only skimmed Bruce A. Kimball and Daniel R. Coquilette, The Intellectual Sword: Harvard Law School, The Second Century, but it appears to be an impressive achievement at 858 pp.

A charter city finally in Honduras? (from Mark Lutter)

Prospera, Honduras just launched on the island of Roatan. It is a ZEDE (Zona de Empleo y Desarollo Economico), the legacy of Paul Romer’s time in Honduras promoting charter cities. It has substantial autonomy, different taxes, different courts, different labor law, and more. It is one of the most innovative jurisdictions in the world.

First, a bit of history. The ZEDE legislation was passed in 2013. It allows for the creation of a special jurisdiction with an almost unprecedented amount of autonomy. The only recent comparison is the Dubai International Financial Center, which, as the name suggests, focuses exclusively on finance. The ZEDE legislation allows for different labor law, environmental law, business registration, dispute resolution, and more. It is more analogous to Hong Kong, or at least the Hong Kong ideal, of one country, two systems.

In 2013 and 2014 rumors swirled about ZEDE projects, including a port in the Gulf of Fonseca, but nothing materialized. I even moved to Honduras in 2014, at the time the murder capital of the world, to be closer to the action. As late as 2017, the Honduran government was saying projects were about to begin.

The ZEDE legislation is the successor to the RED (Regiones Especiales de Desarrollo) legislation, which Romer helped introduce to build charter cities. Romer had a falling out with the Honduran government in 2012. Shortly after his departure, the RED legislation was declared unconstitutional. The ZEDE legislation was passed to address the constitutional shortcomings of the RED legislation, though it also benefitted from seeing the Supreme Court judges who ruled against the RED legislation fired. To be fair, the government claims they were fired for a ruling on a police brutality case, which I am wont to believe. If there was sufficient government support behind ZEDEs to fire Supreme Court justices, it would not have taken seven years for the first ZEDE to be launched.

I worked with much of the Prospera team under the previous incarnation, NeWAY Capital (I’m not sure of the formal relationship between the two). I left around the time they pivoted to Honduras, 2.5 years ago. I was skeptical, as Honduras was the place projects went to die. Years had gone by without projects gaining meaningful traction and I expected them to run out of funding before launching. I’m happy to have been proven wrong.

Congratulations to Erick Brimen and the team. It is a lot of work to create a new jurisdiction, especially one as innovative as Prospera. The Charter Cities Institute has two team members spending approximately two thirds of their time on developing a “Governance Handbook,” a guide to the governance of a new jurisdiction. It will likely take about 9 months to complete, and that is just for the handbook, not implementation…

Residency costs $1300 annually, unless you’re Honduran, in which case it costs $260. Becoming a resident also requires signing an “Agreement of Coexistence,” a legally binding contract between Prospera and the resident. Prospera, therefore, cannot change the terms without exposing itself to legal liability. Most governments have sovereign immunity, this goes a step beyond removing that, with a contract that clearly defines the rights and obligations on both sides.

After signing the Agreement of Coexistence, all residents are required to buy general liability insurance which will ensure themselves against both civil and criminal liability. General liability insurance, as well as criminal liability insurance, has been proposed by economist Robin Hanson, among others.

That is from an email by Mark Lutter, Founder and Executive Director of the Charter Cities Institute. I thank Massimo for drawing my attention to this.

Friday assorted links

1. Did the dual-career model peak in the mid-1990s?

2. Long summit on vaccines, long video, many top names represented.

3. List of possible coronavirus benefits?

4. Notes on the dynamics of subsequent epidemic waves.

5. Tokyo deaths do not seem to be up.  What is the best model for this?

6. What is school in Denmark looking like these days?

7. David Beckworth on the ngdp gap.

8. Budget allocation cuts going to higher ed appear to be brutal.  Again, the “free college” idea is a complete non-starter.

9. “Importantly, we detected SARS-CoV-2−reactive CD4+ T cells in ~40-60% of unexposed individuals, suggesting cross-reactive T cell recognition between circulating ‘common cold’ coronaviruses and SARS-CoV-2.

10. NYT covers Navy reports of UFOs, and no they’re not just a few simple, repeated optical illusions like maybe you saw in that YouTube video, for instance radar evidence too.