(Roughly) Daily

Posts Tagged ‘regulation

“When I read about the evils of drinking, I gave up reading”*…

As we’ve seen before, Prohibition spawned a number of creative work-arounds, some more legal than others. Most of them faded away with the 21st Amendment; but as Olivia White explains, one is still going strong…

Just off the coast of Winsconsin, in the frigid depths of Lake Michigan, sits Washington Island, a tiny island home to just over 700 people. Despite the small, three-digit population, Washington Island outsells every other town in the world when it comes to the amount of Angostura bitters consumed per capita. What could possibly be driving such impressive sales in such a small, remote place? Turns out the answer points back to one bar — Nelsen’s Hall — and it’s not because they’re dishing out thousands of Old Fashioneds.

Rather than garnering the title of largest Angostura purveyor by using the ingredient in an abundance of cocktails, Nelsen’s is famous for kick-starting the bizarre tradition of taking shots of Angostura. Not shots containing various spirits and a dash or two of Angostura, but 1.5-ounce servings of straight-up bitters.

First opened as a dance hall in 1899, Nelsen’s Hall was founded by Tom Nelsen, who expanded the space into a bar three years later. Less than two decades later, when Prohibition threatened the security of his bar, Nelsen was forced to get crafty in coming up with ways to remain open. Instead of operating with an alcohol license — which had for obvious reasons been stripped away — Nelsen acquired a pharmaceutical license as a sneaky way to legally sell the shots.

As Angostura bitters are only intended to be used a few drops at a time, at the time of Prohibition, they were classified as a “stomach tonic for medicinal purposes,” despite the fact that they contain 44.7 percent alcohol by volume. As such, Nelsen acquired a pharmaceutical license that allowed him to legally distribute Angostura as a medical tincture…

Today, the Angostura shot remains one of the most popular menu items at Nelsen’s Hall, which is known to go through three cases of bitters on busier weekends. Annually, the bar sells upwards of 10,000 Angostura shots; every person who chooses to partake earns a spot in the “Bitters Club” and receives a card certifying that they have “taken ‘the Cure’ by consuming the prescribed measure of bitters and as such [are] a fully initiated member of the Bitters Club.” Upon signing their own name in a decades-old book, shot-takers are “considered a full-fledged Islander and entitled to mingle, dance, etc. with all the other islanders.”

The vestigial remains of long-dead regulation: “Wisconsinites Drink an Ungodly Amount of Angostura — Blame It on a Prohibition Loophole,” from @VinePair.

* Henny Youngman

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As we contemplate unintended consequences, we might send dry birthday greetings to Alphonso Alvah Hopkins; he was born on this date in 1843. A teacher, author, journalist, editor, publisher, and politician, he is best remembered as one of the leading Temperance activists of his time. Hopkins ran as the Temperance Party’s candidate for New York State’s Secretary of State, member of Congress, and Governor; he published several books, including two temperance novels entitled His Prison Bars, and Sinner and Saint, and Wealth and Waste, a treatise which applies the principle of political economy to the problems of labor, law, and the liquor traffic; and throughout, he taught at the American Temperance University.

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“The opposite of knowledge is not ignorance, but deceit and fraud”*…

In follow-on to our last look at corporate fraud, a provocative piece by Byrne Hobart

This paper has been getting some attention lately for its eye-catching estimates: 11% of publicly traded companies are committing securities fraud every year, with an annual cost of over $700bn…

[There follows an illuminating discussion of lessons that can be drawn for the follow-on to Arthur Andersen’s collapse after the implosion of Enron, the rules/regulations developed then to prevent similar public company frauds, and a consideration of whether corporate fraud has waned– at least among publicly-traded companies– and is perhaps a little less wide-spread than the paper argues…]

But since fraud is a human problem, and not purely a matter of better accounting standards, it’s not likely to have just gone away. But if the rate of accounting problems among big publicly-traded companies is lower than the 11% number cited in the paper, the question isn’t “why did it disappear?” but rather “where did it go?” And we can take our list of trends against fraud and invert them:

• Sarbanes-Oxley does apply to private companies, but only on the penalty side, not the disclosure side. But accounting frauds in private companies are often less visible; many investments go to zero, anyway, and it’s less embarrassing for everyone involved not to say why.

• There are no short-sellers in private markets. There have been efforts here, but they don’t work out because the market doesn’t clear (“everyone wanted to short Theranos, Dropbox and WeWork”). The closest you can get to shorting is to pass on a round and then brag about it later. Big deal: I didn’t invest in FTX, either.

• There’s less data available on private companies, though the rise of alternative data tools means it’s easier to get decent proxies.

• Startups are not expected to return capital. It’s a bad sign if they do. They’re often valued either based on strategic considerations or starting with a multiple of sales—a dollar of sales is much easier to fake than a dollar of earnings or cash flow, so the incentive to do so is strong.

• The idea market in startups is liquid when it comes to successes, but it would be pretty tacky for a VC to write a long blog post explaining why they passed on a live deal. (That memo may exist internally, but to the extent that it’s shared it’s in the form of a quick summary over Twitter DM or Signal.)

JPMorgan Chase’s writedown of their fintech acquisition Frank is a great case study in all of these forces. The NYT has a good story digging into the details: Frank’s founder is a serial exaggerator whose self-promotion veered into fraud (once again, if the rate of continuous improvement in public perception to be maintained exceeds what the fundamentals can deliver, compound interest works its ruthless magic). The company was valued at a high multiple of what turned out to be a flexible metric, total email addresses captured. And there were alternative datasets that could have pointed to problems: given the likely number of student aid applicants in the US, Frank’s numbers implied that it had reached near-dominant market share in the category with little marketing. Meanwhile, its monthly site traffic was not enough to have acquired that sizable a customer list over Frank’s entire existence. So it could have been caught, if the buyer had been looking for fraud. But one paradox of frauds and cheats in general is that lying is less than half the work—most of the effort is in appearing not to need to lie. The more impressive a company looks, the more embarrassing the basic due diligence questions are.

A down market and a series of high-profile failures might give private markets the same kind of natural experiment that Arthur Andersen’s failure did for public markets. Due diligence checklists will get longer and more thorough, and new funding rounds will feel more like a cross-examination and less like a party. One reason for a high base rate of fraud is that at least some of it stems from inattention rather than malice—the Arthur Andersen study finds that most of the frauds were fairly minor, and could be more the result of poor internal metrics than of intent to mislead. But either way, standards will get higher, and private companies will need to step up their efforts accordingly…

Has the primary locus of corporate fraud moved from public to private companies? “Where Fraud Lives and Why,” from @ByrneHobart.

[Image above: source]

* Jean Baudrillard

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As we do due diligence, we might recall that it was on this date in 2016 that the Centers for Medicare and Medicaid Services (CMS) sent a letter to Theranos after an inspection of its Newark, California, lab. The investigation, which took place in the fall of 2015, had found that the facility did not “comply with certificate requirements and performance standards” and caused “immediate jeopardy to patient health and safety.” This followed on three exposes on Theranos in the Wall Street Journal (in October [here and here] and December of 2015) and a critical FDA report. Things unraveled from there: in March, 2018, Thearnos, CEO Elizabeth Holmes, and President Sunny Balwani were charged by the FCC with fraud. Three month later, a federal grand jury indicted both Holmes and Balwani on two counts of conspiracy and nine counts of wire fraud, finding that the pair had “engaged in a multi-million dollar scheme to defraud investors, and a separate scheme to defraud doctors and patients.” Theranos closed in 2018. Holmes was convicted and sentenced to 11 years in prison for her crimes (a sentence she is appealing); Balwani, to 13 years.

Theranos was a private company, funded by investors including Henry Kissinger, Betsy DeVos, Carlos Slim, and Rupert Murdoch.

Elizabeth Holmes found guilty (source)

“It’s going to be interesting to see how society deals with artificial intelligence”*…

Interesting, yes… and important. Stephanie Losi notes that “in some other fields, insufficient regulation and lax controls can lead to bad outcomes, but it can take years. With AI, insufficient regulation and lax controls could lead to bad outcomes extremely rapidly.” She offers a framework for thinking about the kinds of regulation we might need…

Recent advances in machine learning like DALL-E 2 and Stable Diffusion show the strengths of artificial narrow intelligence. That means they perform specialized tasks instead of general, wide-ranging ones. Artificial narrow intelligence is often regarded as safer than a hypothetical artificial general intelligence (AGI), which could challenge or surpass human intelligence. 

But even within their narrow domains, DALL-E, Stable Diffusion, and similar models are already raising questions like, “What is real art?” And large language models like GPT-3 and CoPilot dangle the promise of intuitive software development sans the detailed syntax knowledge required for traditional programming. Disruption looms large—and imminent. 

One of the challenges of risk management is that technology innovation tends to outpace it. It’s less fun to structure a control framework than it is to walk on fresh snow, so breakthroughs happen and then risk management catches up. But with AI, preventive controls are especially important, because AI is so fast that detective and corrective controls might not have time to take effect. So, making sure controls do keep up with innovation might not be fun or flashy, but it’s vital. Regulation done right could increase the chance that the first (and possibly last) AGI created is not hostile as we would define that term.

In broad strokes, here are some aspects of a control framework for AI…

Eminently worth reading in full: “Possible Paths for AI Regulation.”

See also: “Can regulators keep up with AI in healthcare?” (source of the image above)

And as we ponder constructive constraints, we might keep in mind Gray Scott‘s (seemingly-contradictory) reminder: “The real question is, when will we draft an artificial intelligence bill of rights? What will that consist of? And who will get to decide that?”

Colin Angle

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As we practice prudence, we might recall that it was on this date in 1971 that UNIX was released to the world. A multi-tasking, multi-user operating system, it was intitally developed at ATT for use within the Bell System. Unix systems are characterized by a modular design that is sometimes called the “Unix philosophy.” Early Unix developers were important in bringing the concepts of modularity and reusability into software engineering practice, spawning a “software tools” movement. Over time, the leading developers of Unix (and programs that ran on it) established a set of cultural norms for developing software, norms which became as important and influential as the technology of Unix itself– a key part of the Unix philosophy.

Unix’s interactivity made it a perfect medium for TCP/IP networking protocols were quickly implemented on the Unix versions widely used on relatively inexpensive computers, which contributed to the Internet explosion of worldwide real-time connectivity. Indeed, Unix was the medium for Arpanet, the forerunner of the internet-as we-know-it.

Ken Thompson (sitting) and Dennis Ritchie, principal developers of Unix, working together at a PDP-11 (source)

Written by (Roughly) Daily

November 3, 2022 at 1:00 am

“Virtue is more to be feared than vice, because its excesses are not subject to the regulation of conscience”*…

Regulation often addresses real public needs/concerns. But the costs of compliance often favor the largest players in a regulated market– which can lead to consolidation. From the Oxford Martin School, a current example…

Exploiting the timing and territorial scope of the European Union’s General Data Protection Regulation (GDPR), this paper examines how privacy regulation shaped firm performance in a large sample of companies across 61 countries and 34 industries. Controlling for firm and country-industry-year unobserved characteristics, we compare the outcomes of firms at different levels of exposure to EU markets, before and after the enforcement of the GDPR in 2018. We find that enhanced data protection had the unintended consequence of reducing the financial performance of companies targeting European consumers. Across our full sample, firms exposed to the regulation experienced a 8% decline in profits, and a 2% reduction in sales. An exception is large technology companies, which were relatively unaffected by the regulation on both performance measures. Meanwhile, we find the negative impact on profits among small technology companies to be almost double the average effect across our full sample. Following several robustness tests and placebo regressions, we conclude that the GDPR has had significant negative impacts on firm performance in general, and on small companies in particular…

Privacy Regulation and Firm Performance: Estimating the GDPR Effect Globally,” from @oxmartinschool via @benedictevans

[Image above: source]

* Adam Smith

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As we seek balance, we might recall that it was on this date in 1969 that the U.S. officially withdrew $500, $1,000, $5,000, and $10,000 bills from circulation, pursuant to an executive order by President Richard Nixon. The larger bills had been used by banks and the government for large financial transactions, but had been rendered obsolete by the electronic money transfer system.

Those large-denomination bills were last printed on December 27, 1945 and are still considered legal tender. Indeed, (a version of) the $500 is still used in the game of Monopoly.

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Written by (Roughly) Daily

July 14, 2022 at 1:00 am

“When I give food to the poor, they call me a saint. When I ask why the poor have no food, they call me a communist.”*…

Staying yesterday’s agribusiness theme: George Monbiot on the extraordinary challenges facing the world’s food system…

For the past few years, scientists have been frantically sounding an alarm that governments refuse to hear: the global food system is beginning to look like the global financial system in the run-up to 2008.

While financial collapse would have been devastating to human welfare, food system collapse doesn’t bear thinking about. Yet the evidence that something is going badly wrong has been escalating rapidly. The current surge in food prices looks like the latest sign of systemic instability.

Many people assume that the food crisis was caused by a combination of the pandemic and the invasion of Ukraine. While these are important factors, they aggravate an underlying problem. For years, it looked as if hunger was heading for extinction. The number of undernourished people fell from 811 million in 2005 to 607 million in 2014. But in 2015, the trend began to turn. Hunger has been rising ever since: to 650 million in 2019, and back to 811 million in 2020. This year is likely to be much worse.

Now brace yourself for the really bad news: this has happened at a time of great abundance. Global food production has been rising steadily for more than half a century, comfortably beating population growth. Last year, the global wheat harvest was bigger than ever. Astoundingly, the number of undernourished people began to rise just as world food prices began to fall. In 2014, when fewer people were hungry than at any time since, the global food price index stood at 115 points. In 2015, it fell to 93, and remained below 100 until 2021.

Only in the past two years has it surged. The rise in food prices is now a major driver of inflation, which reached 9% in the UK last month. [Current estimates are that it will be 9% in the U.S. as well.] Food is becoming unaffordable even to many people in rich nations. The impact in poorer countries is much worse.

So what has been going on?…

Spoiler alert: massive food producers hold too much power – and regulators scarcely understand what is happening. Sound familiar? “The banks collapsed in 2008 – and our food system is about to do the same,” from @GeorgeMonbiot in @guardian. Eminently worth reading in full.

Then iris out and consider how agricultural land is used: “Half of the world’s habitable land is used for agriculture.”

… and consider the balance between agriculture aimed at producing food directly and agriculture aimed at producing feed and fuel: “Redefining agricultural yields: from tonnes to people nourished per hectare.”

Hélder Câmara

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As we secure sustenance, we might send carefully-observed birthday greetings to Dorothea Lange; she was born on this date in 1885. A photographer and photojournalist, she is best known for her Depression-era work for the Farm Security Administration (FSA). Lange’s photographs influenced the development of documentary photography and humanized the consequences of the Great Depression.

Lange’s iconic 1936 photograph of Florence Owens Thompson, Migrant Mother [source]
Lange in 1936 [source]