Vaguely Effective Altruism

In “Killing John Galt” in my new collection, Entanglements, the first-person narrator muses that:

Reaching the moon was easy but conquering poverty was impossible. Watching Sonya’s animated hopefulness—perfection!—almost made me want to call Winborn and recommend that he just pay more taxes with the same money. Let the organizations and bureaucrats build institutions that could chisel away at the edifice, slowly and steadily; look at giant statistical outcomes to guide changes in policy over time. It would convert the problem from individual heroism into a technocratic game. I could play that game, running regression models and factor analytic comparisons to tease out what was and what was not working effectively. Social change then became policy management.

With the plunge of Effective Altruism (EA) from its hubristic trajectory across the sun of cryptocurrency, how and why to do good by wealthy people has become a renewed topic for discussion. At the New York Times, for instance, we have the regularly vague Ross Douthat complaining that if every oil magnate wants their money applied to just saving kids from malaria we would have fewer quaint state parks. Perhaps more interesting at the same publication is Ezra Klein’s discussion of the goals and limits of EA as well as the philosophical underpinnings of the movement. There is plenty of room for a spectrum of responses to the basic problem of how to give away money, but the key concept of “effectiveness” is what forces EA and EA-adjacent proponents to analyze their approaches and goals towards making the world a better place. Historically, much large-scale giving was intended to create a legacy for the industrialist families (Carnegie-Mellon University, Rockefeller Foundation, … ahem, Sackler Institute and related organizations).… Read the rest

The Retiring Mind, Part VII: Sustainability

“How efficient can I get?” is a question I often ask myself. For almost a decade now my family has been working towards greater energy, water, and waste efficiency with a goal towards something like sustainability. It began with electric and hybrid cars and then, by 2013, we remodeled a house following a green sustainable model. All of the existing cabinetry, surfaces (as best could be done), and fixtures were non-destructively excised and passed to Habitat for Humanity. Nearly 10kW of photovoltaics were fixed to several roof surfaces. The only limitation was the HOA and CC&Rs of our California community that mandated a fairly uniform lawn requirement, thus limiting water conservation options. We could have battled for it, but the housing development itself spent north of $200K per year on gardening services, so it seemed an uphill fight to deviate from their idealized and fairly lush landscape plans.

So when remodeling our 1930s-era house in New Mexico, we went even further. In addition to 8kW of photovoltaics that push us easily into electricity producer over the course of a year, we added rainwater capture and reuse for watering a largely xeric collection of decorative landscaping plants plus some small food garden plots. The water system is not nearly as reliable as the PV systems, though even those have had some issues. I’ll get to pros and cons as I build out the basic designs further along. But I can certainly say that on balance the effort has been a net positive.

So, first, some design details.

Let’s start with the solar system. The 8kW of PVs are in two sections. 5kW is on a south facing roofline of our casita/office. We call it Chateau Derrière and it attaches to the previously unattached garage that dates to the 1930s and is comprised of stacked rock and a stick roof.… Read the rest

Flooding the Mystery Zone with Cynicism

The Mystery of the FoxI just finished planting one of my two urban garden plots here in Southern New Mexico. The circles had been left unattended and later covered with weed-control fabric that I topped with rock a few years ago when I visited from our Arizona home and discovered a vexing and disturbing collection of items buried in the soil. There was a child’s ball, a partially melted white candle, some marbles, a variety of small bones and strange animal remains, indeterminate masses of red and brown, unusual feces, and large pork chop bones. A shrine to strange, ancient deities? The remains of an ancient civilization? Our security camera coverage and the gates and fencing ruled out human activity. So we were left with wild animals, specifically gray foxes with long bushy tails that appear integrated into our little downtown community. We see them on the cameras early in the morning hours, typically, and they do some rather odd things, so the notion that they were collecting interesting items and burying them did not seem unreasonable. We also observed one fox flipping a piece of torn paper plate in the air in front of an unimpressed cat crouching nearby. Foxes will sometimes do similar jumping behavior as a method for mesmerizing their prey, but why bury a melted candle? Perhaps it smelled just enough like food that the fox thought it might come in handy during lean times later. And the child’s toy ball? Plastic odors might also resemble food. Maybe.

The New Mexico foxes, skunks, raccoons, and, I’m informed, some formerly pet coatimundi that wander in the area (but we’ve never seen), as well as the javelina, coyotes, deer, bobcats, and foxes around our Arizona forest home, are certainly influential in my Tusker Long project that tries to tackle an alien world where the worker slave animals have broken from their chains of servitude and simplicity to dominate society and come to grips with their own limits, prejudices, and historical animosities (perfectly wrong word, that).… Read the rest

The Abnormal Normal

Another day, another COVID-19 conspiracy theory making the rounds. First there was the Chinese bioweapons idea, then the 5G radiation theory that led to tower vandalism, and now the Plandemic video. Washington Post covers the latter while complaining that tech companies are incompetently ineffectual in stopping the spread of these mind viruses that accompany the biological ones. Meanwhile, a scientist who appears in the video is reviewed and debunked in AAAS Science based on materials she provided them. I’m still interested in these “sequences” in the Pacific Ocean. I’ve spent some time in there and may need to again.

The WaPo article ends with a suggestion that we all need to be more skeptical of dumb shit, though I’m guessing that that message will probably not reach the majority of believers or propagators of Plandemic-style conspiracy thinking. So it goes with all the other magical nonsense that percolates through our ordinary lives, confined as they are to only flights of fancy and hopeful aspirations for a better world.

Broadly, though, it does appear that susceptibility to conspiracy theories correlates with certain mental traits that linger at the edge of mental illnesses. Evita March and Jordan Springer got 230 mostly undergraduate students to answer online questionnaires that polled them on mental traits of schizotypy, Machiavellianism, trait narcissism, and trait psychopathy. They also evaluated their belief in odd/magical ideas. Their paper, Belief in conspiracy theories: The predictive role of schizotypy, Machiavellianism, and primary psychopathy, shows significant correlations with belief in conspiracies. Interestingly, they suggest that the urge to manipulate others in Machiavellianism and psychopathy may, in turn, lead to an innate fear of being manipulated oneself.

Mental illness and certain psychological traits have always been a bit of an evolutionary mystery.… Read the rest

Ensembles Against Abominables

It seems obvious to me that when we face existential threats we should make the best possible decisions. I do this with respect to investment decisions, as well. I don’t rely on “guts” or feelings or luck or hope or faith or hunches or trends. All of those ideas are proxies for some sense of incompleteness in our understanding of probabilities and future outcomes.

So how can we cope with those kinds of uncertainties given existential threats? The core methodology is based on ensembles of predictions. We don’t actually want to trust an expert per se, but want instead to trust a basket of expert opinions—an ensemble of predictions. Ideally, those experts who have been more effective in the past should be given greater weight than those who have made poorer predictions. We most certainly should not rely on gut calls by abominable narcissists in what Chauncey Devega at Salon disturbingly characterizes as a “pathological kakistocracy.”

Investment decision-making takes exactly this form, when carried out rationally. Index funds adjust their security holdings in relationship to an index like the S&P 500. Since stock markets have risen since their inceptions with, of course, set backs along the way, an index is a reliable ensemble approach to growth. Ensembles smooth predictions and smooth out brittleness.

Ensemble methods are also core to predictive improvements in machine learning. While a single decision tree trained on data may overweight portions of the data set, an ensemble of trees (which we call a forest, of course) smoothes the decision making by having each tree become only a part of the final vote for a prediction. The training of the individual trees is based on a randomized subset of the data, allowing for specialization of stands of trees, but preserving overall effectiveness of the system.… Read the rest

Structure and Causality in Political Revolutions

Can political theories be tested like scientific ones? And if they can, does it matter? Alexis Papazoglou argues in the New Republic that, even if they can be tested, it is less important than other factors in the success of the political theory. In his signal case, the conflict between anti-globalist populists and the conventional international order is questioned as resulting in clear outcomes that somehow will determine the viability of one theory versus the other. It’s an ongoing experiment. Papazoglou breaks down the conflict as parallel to the notion that scientific processes ultimately win on falsifiability and rationality. In science, as per Kuhn’s landmark The Structure of Scientific Revolutions, the process is more paradigmatic agendas, powerful leaders, and less calculated rationality.

The scientific process may have been all of those things, of course, and may continue to be so in the future, but there are ongoing developments that make it less likely that sociological factors will dominate. And this is why the comparison with political theories is perhaps wrongheaded. There may be a community of political theorists but they are hardly the primary architects and spectators of politics, unlike science and scientists. We are all political actors, yet very few have the time or inclination to look carefully at the literature on the threat of successful authoritarian Chinese civilization versus Western liberal democracy, for instance. But we are not all scientific actors, despite being governed by the reality of the world around us. Politics yells and seethes while science quietly attends a conference. Even the consequences of science are often so gradualistic in their unfolding that we barely notice them; see the astonishing progress on cancer survival in the past decades and note the need for economic discounting for global climate change, where the slow creep of existential threats are somehow given dollar values.… Read the rest

The Retiring Mind, Part IV: Phenology

An unexpectedly quick move to Northern Arizona thrust my wife and me into fire and monsoon seasons. The latter term is debatable: monsoons typically involved a radical shift in winds in Southeast Asia. Here the westerlies keep a steady rhythm though the year. The U.S. desert southwest has also adopted the Arabic term “haboob” in recent decades to refer to massive dust storms. If there is a pattern to loanword adoption, it might be a matter of economy. Where a single, unique term can take the place of an elongated description, the loanword wins, even if the nuances of the original get discarded. This continues our child language acquisition tendencies to view different words as being, well, different, even if a strong claim of “one word per meaning” is likely unjustified. We search for replacement terms that provide economy and even relish in the inside knowledge brought by the new lexical entry.

So, as afternoon breaks out into short, heavy downpours we dart in and out of hardware stores getting electrical fishing poles, screw anchors, and #10 8/32nd microbolts to rectify an installation difficulty with a ceiling fan. We meet with contractors and painters who rush through the intermittent squalls. And we break all this up with exploring new restaurants and hitting the local galleries, debating the subterfuge of this or that sculptor in undermining expectations about contemporary trends in southwestern art.

But there is a stability to the forest and canyon around our new house. Deer wander through, but less so as the rain has filled the red rock canyons with watering holes, allowing them to avoid long sojourns to Oak Creek for water. A bobcat nestled for half a morning on our lower deck overlooking the canyon, quietly scanning for prey.… Read the rest

Bolt, Volt, and Tesla: The Experience and Ethics of Electrified Transportation

I have now owned a triumvirate of electric/hybrid vehicles since 2012. The quest began with a Chevy Volt in 2012 that we still own but that is used by our son in college. I recently worked with him to replace tires and windshield wipers on the vehicle, which is otherwise still rolling along despite a mild fender bender when he slid into another vehicle on a snowy night. The Bolt is the newest member of the grouping, serving as my wife’s daily driver but only accumulating 1500 miles since arriving via flatbed last October. And then there are the Teslas. The first, a Model S P85, was around number 4000 off the Fremont assembly line in early 2013, with the second taking its place in early 2016.

So has it been worth it? Yes, absolutely, but with caveats, operationally and ethically, as you will see.

First, the vehicles have been paired with photovoltaic systems, a 10kW system with microinverters in Cali and now an 8kW system at our remodeled southwestern abode. This helps to offset any concerns that grid electricity may be less clean than modern, high-efficiency gasoline engines.

Second, there is range anxiety. As the name implies, it’s the fear of running out of charge that is just like running out of gas but with far fewer places to recharge than are available in the modern ecosystem of gas stations throughout the nation. Mostly, when doing everyday errand-running and brief trips out of town, range anxiety is not an issue. Freeways are manageable in the Tesla now that superchargers are available for large swaths of the United States, including recent arrivals near the relatively desolate area where I now live.… Read the rest

I, Robot and Us

What happens if artificial intelligence (AI) technologies become significant economic players? The topic has come up in various ways for the past thirty years, perhaps longer. One model, the so-called technological singularity, posits that self-improving machines may be capable of a level of knowledge generation and disruption that will eliminate humans from economic participation. How far out this singularity might be is a matter of speculation, but I have my doubts that we really understand intelligence enough to start worrying about the impacts of such radical change.

Barring something essentially unknowable because we lack sufficient priors to make an informed guess, we can use evidence of the impact of mechanization on certain economic sectors, like agribusiness or transportation manufacturing, to try to plot out how mechanization might impact other sectors. Aghion, Jones, and Jones’ Artificial Intelligence and Economic Growth, takes a deep dive into the topic. The math is not particularly hard, though the reasons for many of the equations are tied up in macro and microeconomic theory that requires a specialist’s understanding to fully grok.

Of special interest are the potential limiting role of inputs and organizational competition. For instance, automation speed-ups may be limited by human limitations within the economic activity. This may extend even further due to fundamental limitations of physics for a given activity. The pointed example is that power plants are limited by thermodynamics; no amount of additional mechanization can change that. Other factors related to inputs or the complexity of a certain stage of production may also drag economic growth to a capped, limiting level.

Organizational competition and intellectual property considerations come into play, as well. While the authors suggest that corporations will remain relevant, they should become more horizontal by eliminating much of the middle tier of management and outsourcing components of their productivity.… Read the rest