Sunday, May 5, 2013

A critique of modern scientific thought

The theory of Anthropogenic Global Warming (AGW) has caused a great of discussion in the past 30 years. There have been books, and award-winning movies, and Nobel-winning personalities, and most significantly millions (if not billions) of dollars dedicated to educating the public about this theory, and to stopping it. I personally have participated in debates about, mostly with my friends (on Facebook), and I have been surprised at how religiously the belief in the verity of the theory is held. It is one of the defining issues of our epoch, equal to the subject of the Vietnam conflict in the 1970s and perhaps eclipsing our on-going Middle Eastern conflict today.

AGW is depressingly obscure, I've found. There are those who debate the meaning of the word theory, explaining that it means only an explanation of something instead of a law. A theory is not immutably true, such as the laws that govern the conservation of energy in physics. Of course, I believe that gravity is a theory--the best explanation of why objects interact with this large land mass we call earth (and why other masses in space interact the way they do)--which seems pretty immutable itself. Clouding the issue further is the fact that the theory of gravity has laws that apply within the theory, such as the law that an object in space within the gravitational field of the earth will fall towards it.  So how much trust are we to place in this AGW theory? It appears that the answer lies in one's perception.

Then there are the details of AGW. I generally get the impression from the all rhetoric about "global warming" that pollution causes the world to heat up. That will apparently result in sea levels rising, perhaps several hundred (or thousand) feet. Digging a little deeper, it seems that the warming is supposed to occur because of carbon dioxide, a "greenhouse gas" that traps heat. Where it traps heat is confusing as well: is it in the atmosphere, or on the surface? The most scientific explanations focus on atmospheric warming, proposing that a global warming of the upper air will irrevocably trap heat on the surface, with a host of terrible consequences: mass species extinction, including the oxygen-producing algae in the ocean, and perhaps a catastrophic shut-down of the world's biological equilibrium. I've already noted the possibility of sea levels rising, which (given that most of the world's population lives on the coast) would be a very grave threat indeed. Spreading deserts, making agriculture impossible and engendering a massive famine. Terrible stuff indeed.

I hear a lot about climate models, vastly complicated computer programs which seek to extrapolate a set of data into the future. I could misunderstand, of course, but it seems that many of the terrible consequences we can expect to face are themselves extrapolated from a single set of data, the expected temperatures determined by the climate models. And that is what causes me the most concern.

A very passing and abstract understanding of Chaos Theory and a slightly more nuanced understanding of human experience in conflict has made me very suspicious of linear thinking, which is what those climate models appear to be (in essence). Linear thinking establishes direct relationships between things, such as causes and effects. It works very well, too, in what scientists call a "closed system." We use it with great success in everyday life, when we travel places, cook food, conduct our daily work, and the like. After all, most of us know that if we leave our house at for a familiar destination, it takes a well-known amount of time. For me, it takes 30 minutes, give or take, to get to work. If I set the stove dial to "8" instead of "Hi," my bacon cooks quickly without burning. If my daughter does not have much of a nap, she will have a hard time sleeping at night.

In fact, I would posit that linear thinking is essential to our lives. Almost anything we do which is complicated needs a linear explanation--perhaps in a checklist--that helps us achieve the task. Hunters learn and understand complicated details about their spears, bows, or firearms; parents develop complicated sets of procedures for their children, businesses develop strategic plans (not to mention floor procedures, sales protocols, and marketing campaigns), and individuals come up with life plans that may include college, a specific job, a relationship, and so on.

The success of this mindset, and the almost unconscious way which we collectively apply it, tends to obscure the fact that such linear thinking is partially inadequate. But instinctively we know it. We know that an unexpected traffic jam, or a suddenly malfunctioning burner, or a child's unexpected whim, or a new product (or service), or the weather, or any number of other things can disrupt a linear procedure. We recognize it so easily that we have birthed uncounted idioms describing it: "that's life," "expect the unexpected," "murphy's law," and others.

In fact, in my former profession, there was a great deal of debate about whether a battlefield could be treated linearly. That was, of course, the great dream of the American military starting in the 1960s: as weapons became more and more advanced, and more control was possible via computer systems and advanced radios, military thinkers began to wonder if the terrible uncertainty of war could be avoided. They imagined a great army, with all weapon systems and theaters coordinated and controlled from a central location. Armed (literally) with that dream, and with advanced Command and Control (C2) systems developed at ruinous taxpayer expense, all designed by extrapolating past experience into future conflicts, the American military strode confidently into Vietnam, then into the Persian Gulf, then into Afghanistan, and finally again into the Persian Gulf.

Of course, with the possible exception of Desert Storm (1991), history teaches us that our military confidence was misplaced. Vietnam became a bloody, protracted war confused results and our forays into Iraq and Afghanistan look little different. And yet how, with the most advanced weapons and control technology that humanity has ever developed, did we end up with such debatable success?

One proposed answer is in non-linear thinking. Called in different disciplines Chaos Theory, or "Complex System Dynamics," the short story is that our world is inherently unpredictable. It does not behave according to cause and effect, or set rules. It is subject to "emergent factors," which is a verbally precise way to say that new, unexpected things occur. That accident on the way to work, or the new product that destroys a marketing plan, or the new behavior of a child or an entity. Something that is totally unexpected.

Let me take three examples. The first is falling in love. A great many people fall in love with someone unexpected, for an unexpected reason. Perhaps they knew the person before, and weren't romantically or sexually interested, then something occurred that changed their perception. Perhaps they were surprised by a new person they met. Either way, the encounter and the complex emotions that followed--joy, care, desire, excitement, need, contentment--was unexpected. It was emergent. Though we could try to explain it as cause and effect ("I was always attracted to blondes," or "It happened when I stopped looking"), those causes are not, in fact, causes. They are woefully inadequate causes. If it was blonde hair, or the fact that a person has stopped "looking for love," then what about all the other blondes, or all the other people one meets when they stop looking? Even trying to articulate it aloud is beyond the capacity of our language, and most people in love finally resort to phrases like, "it was just different," or "I just knew." They are recognizing that in their love, there was something new. New about them, new about the other person, new about their life, perceptions, and perspective, literally new about the world.

This example also tells us a lot about our relationship to non-linear thinking. We humans seek love inescapably, if we are to believe the evidence of adolescent behavior, the enduring institution of marriage (whatever it's relevance now), the preponderance of our art and media, and the time-honored tradition of matchmaking (now updated to websites like eHarmony and Match.com). In fact, we don't collectively consider love authentic unless it is non-linear. We are contemptuous of arranged marriages, for example. We expect love to be exciting and unscripted. Spontaneous. There is a deep need for and understanding of dynamic, unpredictable relationships that is at the core of who we are and how we relate.

The second example lies in the twentieth-century conflicts already described. Linear thinking, cause-and-effect perspective taught that a disciplined, advanced military such as our own would protect the Republic of Viet Nam (RVN, or South Vietnam). That proved inadequate because the Soviets armed and trained the North Vietnamese Army (NVA) to a much greater extent. That was an emergent event. So we thought up a linear pretext to accomplish our goal of supporting the allied RVN--we sent our own disciplined, advanced military. Unfortunately, the NVA changed tactics. They allied with the Viet Cong guerrillas and began avoiding open conflict. Even so, they were defeated in every major military engagement, but what Americans did not suspect was that such defeats, which crippled their ability to fight, in fact advanced their cause. They were behaving unexpectedly. They didn't attempt to beat the American military on the battlefield, they attempted to make America as a whole tired and ashamed of the conflict. That was an emergent behavior to which the Americans couldn't adapt, and it dynamically interrelated to other emergent qualities such as the "counterculture" social movement occurring in American universities, the increasing prevalence and social acceptance of drugs, and the increased media access to the world which was provided by Americans themselves, through embedded TV reporters. The true relationship and origin of all these events is (I argue) too complex to comprehend, which is why it is non-linear. But their unexpected, frustrating effect is well-documented in history.

But those first two articles deal with human phenomena. What about "natural" phenomena? The third example of dynamism and emergent behavior is evolution. The theory of evolution has long been lauded as a rigorously scientific perspective. Because it stands at odds with the biblical story of the world's beginning, many rationalists have used it to debunk Christianity (and in a broader context, all religion) despite the fact that many scientists who have contributed to the theory were practicing religious men and women. And there is a nice, apparently linear path from single-celled organisms in vast primordial seas to breathtaking biological complexity in the form of mammals and reptiles (including humans and dinosaurs). Charles Darwin, the scientist who first proposed this theory in The Origin of the Species, explained simply that evolution occurred as a result of "natural selection," positing that organisms best suited for their environment survived, while those more poorly suited were eventually killed off through competition (or by the environment itself.

But "natural selection" is an explanation with many facets. It has been reduced to "survival of the fittest," where evolution occurs to cope with changing environments and the species who are less capable of survival and procreation become extinct. Darwin himself, however, became a household name in the Western world due to his idea of "sexual selection," claiming that sexual desirability was responsible for evolution (a titillating idea, especially in Victorian England). In fact, Darwin's work seems to focus on sexual selection, making me wonder as I read it whether or not he departed a bit from the path of rigorous scientific research and began publishing explanations that continued to draw more attention and publicity. Yet no matter how we choose to define "natural selection," the troubling fact remains that we don't really know how it happened, or why it happened. We can explain that this species became extinct, while that species evolved. But excepting a few instances of evolution or extinction we were collectively fortunate enough to observe (such as antibiotic-resistant bacteria), the natural mechanism of evolution is pure speculation. We cannot explain coherently the cause and effect of it all, we can only guess.

For example, if evolution was driven by the need to survive, why then have traits evolved in species that have no apparent effect on survival whatsoever? Evolution certainly caused humans to have different eye colors, but it's unclear as to how that was "naturally selected." And why is the absence of a tail (when the tailbone is present) more efficacious to survival? Why have some species become extinct, while others survived. It is not satisfactory to say that somehow such traits must have aided survival, because if we can't explain something then we have no right to believe it (else we make science the same as religion). Sharks and crocodiles, organisms that have survived the dinosaurs, the ice age, and untold other environmental changes--not to mention the evolution of creatures that share their environments--make a mockery of evolution as a response to "natural selection." And "sexual selection" makes no more sense, because the mating patterns of bygone creatures are forever a mystery, absent time travel. We observe that sexual behavior tends to "breed out" weakness within a species, but it certainly doesn't explain the extinction or development of various species.

Further reinforcing the non-linear characteristics of evolution are the the philosophical implications it has inspired. Evolution is random and follows no single discernible pattern, therefore we humans are an accident (with all our art and science and other achievement as well). And while that is a wonderful overarching expression of the unknowability of this great process of biology, geology, and atmospherics that has been the story of this planet's life, it points inescapably at dynamic, emergent behavior. Literally every evolutionary step has been emergent, something new, whether it was the asteroid that supposedly began the extinction of the dinosaurs or the increasing brain size that characterized the transition from ancient apes to our modern human. Evolution may in fact be the most confidently non-linear perspective in the modern world, and evolutionary biologists have by and large ceased offering conventional cause-and-effect linear explanations for the developments they discover; instead they focus on explaining the apparent facts, which in detail continue to be frustrating obscure. For example, evidence suggests that Neanderthals may have used speech and tools, and probably interbred with both Cro-Magnons and Anatomically Modern Humans (AMHs). Was their extinction then "bred out," or did they become extinct through some other evolutionary mechanism, such as persecution and genocide at the hands of more advanced evolutionary cousins (which would itself be an emergent event)? It's not even clear whether they were more or less intelligent, since they appear to have had more voluminous brains than AMHs, which is a crude indicator of intelligence in organisms.

For some reason, it appears that science has given humans the illusion that there is a finite amount of information in the world, and once all information is known--once science and research has plumbed the depths of all mysteries and revealed all--then there will be no more surprises. That attitude is most concretely seen in the repeated, futile attempts by militaries in the last half-century to bring all aspects of the battlefield under control. But with people and with the world, experience teaches that emergent behaviors occur, without precedent and unpredictable by any cause-and-effect extrapolation. And any attempt to neatly package emergent behavior with a linear explanation is pure speculation. No one will ever know why the North Vietnamese martyred themselves militarily, or how why such martyrdom, if carried on long enough, would result in American war fatigue. Certainly the Americans, who ought to have known best, did not predict it; while it might be fashionable to say that Ho Chi Minh and Giap were smarter than Americans, the fact is that their emergent tactic itself occurred to them through a result of unexpected effects and opportunities. Likewise, no one will ever know what happened to Neanderthals. And a guess, even one made by a scientist, is still a guess.

Eastern thought deals with this reality much better than our contemporary Western thought. Since the renaissance, Westerners have undergone a half millennium of constant progress and living improvement. We have mastered agriculture, distance travel, flight, and medicine. To a certain extent we have even mastered weather--hurricanes no longer slam against ships and shores with 36 hour warnings; our satellites allow us to evacuate days before landfall. But for all this mastery, we can't predict. Eastern disciplines such as Buddhism or the way of Lao Tzu take what is to Western minds a curiously fatalistic approach to life, but I argue that there is wisdom in recognizing one's inability to control one's surroundings. The Marine Corps General James Mattis recognized how little he could control a battlefield, despite commanding whole divisions, because of the violent and highly dynamic environment. He took the radio handle "Chaos" to illustrate that he did not seek to control the battlefield but rather to thrive in the unpredictable environment. That is a military tenet perhaps first articulated by Sun Tzu, an eastern thinker.

And speaking of weather, our weather "predictions" are merely speculations based on observed data. The path of a hurricane is projected, and large swathes of coastline are put on alert. Why? Because we simply don't know where it's going. Half the time a hurricane deviates by hundreds of miles from it's projected path. Other weather developments are guesses at what might happen over, say Chicago when system A intersects system B--never minding that weather systems, like hurricanes, are projected in the future with poor accuracy. And the results of weather systems which intersect are unpredictable, too. These systems are emergent, dynamic, and probably respond to variables that are as of yet uncomprehended. Such as land use, as in cities (which tend to be warmer than surrounding countryside).

All of this calls the predicted outcomes of global warming into serious question. While empirical data over the last 200 years has clearly shown a warming trend, and glaciers melting, and growing holes in the ozone layer, the effect of such facts is unpredictable. It is essentially dynamic and emergent. The "El Nino" phenomenon was hailed as a manifestation of the consequences of global warming, but evidence suggests that it has been occurring at two to seven year intervals for 300 years, and perhaps even further back. So we can't be sure if the extreme weather caused by El Nino is due to AGW or not. In fact, while NOAA has identified that the number of anomalous weather/ocean systems regarding temperature has increased, nobody is sure whether that's a new development or not. And the fact that within the broad warming trend of the last 200 years there existed a 30-year cooling trend from 1940-1970 clouds the issue even further.

Because "the environment" is such a complex system, with emergent, non-linear, dynamic developments, I think that all the trouble and fuss about predicting climate change is a mistake. The simple fact is that we can't predict anything--we can only guess. Perhaps a guess or two will be correct, but that will itself be an emergent effect from the whole. Besides, the use of terrifying predictions to stimulate more attention on the issue of AGW strikes me as manipulative, a way for AGW apologists and researchers to increase their support, especially financially. I certainly have no illusions that scientists, like everyone else, are susceptible to stretching the truth to get their way. After all, bankers, businessmen, and priests have done it for years. Ultimately, I think our resources are better spent learning to thrive in this emergent environment, which starts by understanding it. Computer models apply linear thought to a non-linear system, which makes them nearly useless. Rigorous research aimed at knowing instead of predicting is much more helpful.

It is perhaps tempting to think that if our world is so dynamic and emergent, then what use is there for linear, scientific thought at all? What can we possibly do to make a difference if we have no way of knowing or predicting what the effects of our action will be? The fact is that we live in relation to this world, and we always have. Native Americans burned forests and fields to flush game and make the land into something more congenial to them. We have farmed for thousands of years. We have learned to thrive by taking our environment and adapting to it in a way that is advantageous to us. This doesn't just apply to the natural world, either--businesses do it in the marketplace, governments do it in political spheres, and we individuals have done it with every single aspect of our lives. It is a survival mechanism. And if our environment is changing now, I think it's a good bet that we have something to do with it--but simply reversing the processes is unlikely to reverse the effects we've seen to date. The world will continue to evolve, dynamically. That is why I think it is so foolish to think that we can control the "environment" to such a degree that...what? What is the desired solution to AGW? Make the world as it was in 1930? 1830? Does anybody really know when the world was healthier? What about in the Jurassic period (200-150 million years ago), when there was more oxygen in the air (and more carbon dioxide as well), not to mention warmer temperatures?

We should "pick up" after ourselves, of course. We should not destroy if we can help it. Demanding greater energy efficiency is virtuous, and certainly will mitigate the effects of carbon dioxide in the atmosphere, not to mention the deleterious smog that existed in Los Angeles in the 1970s and 1980s, which we have successfully cleaned up, and which exists today in developing cities like Shanghai. Finding better ways to use land than mass deforestation and urban development might slow the warming effect, since scientists point to land use as a major factor in the present warming trend. Of course, that entails a behavioral change, as by and large the population of the world continues to concentrate in the cities. And contamination of water and land with industrial by-products including hormonal, radioactive, and corrosives is still a major threat, and ought be combatted to the maximum extent possible. But whatever steps we take, we should be mindful that they will birth their own emergent effects, and almost certainly will not have the effects that we expect (or not entirely).

Keeping that in mind, we should be careful not to impose restrictions on developing societies that do not have the luxury of guilt over a theory of projected environmental behavior, and struggle daily with poverty. The science behind AGW does not account for the human cost of change, except where it predicts catastrophic results for humanity. That fact is the most suspicious of all.

To thrive in this world, as we have done so far, we must remember that science does not tell us what to do; rather it tells us what is. And that information may help us discern what to do about things, but there is no blueprint. The climate is certainly changing, and the reasons for that change are probably much more complex than industrialization and land use. After all, the earth has already been through three atmospheres and many geologic periods already, and likely will go through more as the earth's evolution continues. How that evolution will be affected by warming, carbon dioxide, or anything else attributed to us is unknowable.

And our evolutionary business is to remain, as the sharks and the crocodiles have. We must learn to thrive.