Wednesday, April 10, 2013

Letting Biodiversity get Under Our Skin: Why Cleanliness Might be Making Us Sick



This is a very interesting article, perhaps a revolutionary idea. And, it may have important lessons for complex human systems.

Rob Dunn[1] writes in the recent edition of Utne Reader, “We live at the crossroads of three global megatrends, three barreling and intertwined juggernauts of modernity. The first is the massive migration of humanity to the world’s cities. By 2050, two-thirds of all humans on Earth will live in urban areas.

The second is the loss of biodiversity. Species are disappearing, both from the places where we live and from the earth as a whole. If our hairy ancestors were to visit our cities and suburbs, they would wonder how the escalators work, but they would also question where the plants and animals have gone. What have we done with all the birds? Some, like the Carolina parakeet, are just gone. Others live on, but at a distance—geographically removed from our daily lives, far away from the majority of people.

And then there’s the third trend—the one that, at first glance, seems not to belong with the others. The prevalence of allergies and chronic inflammatory diseases among urban populations in developed countries has skyrocketed in recent years. Incidences of asthma, Crohn’s disease, multiple sclerosis, and even depression (which can have an immune component) are on the rise
.
The parallels in geography and timing between urbanization, the loss of biodiversity, and the rise in immune-system problems raise an intriguing—and troubling—question. Could our distance from nature and our chronic immunological discontent be related? Some now say … yes.”

The author summarizes the work of Ilkka Hanski, a Finnish scientist working in the field of ecology at the University of Helsinki, Finland, “comparing the allergies of adolescents living in houses surrounded by biodiversity to those of adolescents surrounded by simplicity—the modern landscape of cement and grass. They found that those individuals who lived in houses surrounded by a greater diversity of life were themselves covered with different kinds of microbes. They were also less likely to show the telltale immunological signs of allergies.”

This is a potentially revolutionary finding. But, as Dunn points out, “No one has offered a very compelling explanation of how the diversity of plants or life in general in backyards alters the composition of bacteria on human skin. But the bigger question is how the composition of bacteria on our skin (perhaps in concert with the diversity of plants and other organisms outside) influences our potential to develop allergies. Several options have emerged.”

·         “…the immune system is our sixth sense. It is our inner taxonomist. And this inner taxonomist needs to see a lot of species to learn to distinguish good from bad from innocuous. If it does not, it makes mistakes. It sees our body’s own cells or pollen grains and judges them to be dangerous. In this model, the world around us needs to be diverse enough for our immune system to gain perspective.”

·         “…the odds of having some beneficial bacteria species in a house increase with certain kinds of microbial diversity.” This results in a kind of “insurance policy.”

·         “Finally, a third possibility harks back to ancient wars. Bacteria and fungi compete. Fungi are everywhere in households and, in contrast to bacteria, seem more likely to cause allergies than to prevent them. Fungal diversity appears to be lower in houses where bacterial diversity is higher. Maybe more diverse household bacteria can fight off fungi, winning an invisible war on our behalf.”

I would speculate that there may be another reason. Maybe it takes a naturally occurring complex system of bacteria to produce a health immune system.

In 1999, maybe George Carlin was right in his rant about germs and our immune system. He said[2], “When I was a little boy in New York City in the 1940s, we swam in the Hudson River and it was filled with raw sewage okay? We swam in raw sewage! You know… to cool off! And at that time, the big fear was polio; thousands of kids died from polio every year but you know something? In my neighborhood, no one ever got polio! No one! Ever! You know why? Cause we swam in raw sewage! It strengthened our immune systems! The polio never had a prayer; we were tempered in raw shit! - I never get infections, I don’t get them, I don’t get colds, I don’t get flu, I don’t get headaches, I don’t get upset stomach, you know why? Cause I got a good strong immune system and it gets a lot of practice.”

Dunn concludes with, “As we wait for more understanding, we continue to simplify the world. We will become more urban and thus more likely to suffer from allergies and autoimmune diseases, at least if Hanski is right. And if he is right, there may also be a way forward, a way out of our sick and simple morass. Could we rewild the places around us, plant a richness of species in our backyards and so raise healthier children covered in more kinds of bacteria? Whatever we do, we will be measured by our immune systems and our microbes, which in their function or dysfunction seem to record the richness of our lives.”

Perhaps the lesson we could learn for this is that attempts to simplify complex systems that have to operate in complex environments will only harm the system in the long run. We could learn this from the failures of regimented, hierarchal political systems, or corporate systems. Yet we continue to attempt simplification of, for example, education by trying to reduce it to a standardized test. Or, racial, ethnic, religious or thought purity.

“Letting Biodiversity get Under Our Skin: Why Cleanliness Might be Making Us Sick”, Rob Dunn, Utne Reader, March – April 2013 from Conservation, http://www.utne.com/mind-body/benefits-of-biodiversity-zm0z13mazwil.aspx


[1] Rob Dunn is a science writer and biologist in the Department of Biology at North Carolina State University. His new book is The Wild Life of Our Bodies. Excerpted from Conservation (Fall 2012), an independent science magazine published by the University of Washington.

Thursday, April 4, 2013

Redesigning Knowledge Work

"A worsening shortage of high-skill knowledge workers is one of the biggest challenges facing organizations. These talented and highly paid experts—doctors, lawyers, engineers,salespeople, scientists, and other professionals—are companies’ most valuable assets.

In response, some firms are redefining the jobs of their experts, transferring some of their tasks to lower-skill people inside or outside their organizations, and outsourcing work that requires scarce skills but is not strategically important.

Redesigning jobs in this fashion involves several basic steps: identifying the gaps between the talent your firm has and what it will need; creating narrower, more-focused job descriptions in areas where talent is scarce; choosing from various options for filling the skills gap; and revamping talent- and knowledge-management processes to accommodate the new way of working."
Martin Dewhurst, Bryan Hancock, and Diana Ellsworth, Harvard Business Review, Jan-Feb 2013

In my opinion, this is a dangerous extension of the industrial model. And, it is just the opposite of what should be happening (trans-disciplinary skills) to solve today's wicked problems. In addition it adds additional layers of communications - boundaries that lead to errors and oversights.

Wednesday, April 3, 2013

Reinventing Society in the Wake of Big Data

Alex (Sandy) Pentland, The Edge, 8/30/12

"With Big Data we can now begin to actually look at the details of social interaction and how those play out, and are no longer limited to averages like market indices or election results. This is an astounding change. The ability to see the details of the market, of political revolutions, and to be able to predict and control them is definitely a case of Promethean fire—it could be used for good or for ill, and so Big data brings us to interesting times. We're going to end up reinventing what it means to have a human society."

I have more concerns than positive thoughts about this  provocative discussion.

Foremost is his understanding and beliefs related to complexity: "The notion that it is connections between people that is really important is key, because researchers have mostly been trying to understand things like financial bubbles using what is called Complexity Science or Web Science. But these older ways of thinking about Big Data leaves the humans out of the equation. What actually matters is how the people are connected together by the machines and how, as a whole, they create a financial market, a government, a company, and other social structures."

Complexity is all about connections, whether it is molecules (including genes), things, insects, animals and certainly social systems of humans. Melanie Mitchell's book Complexity: A Guided Tour, is a tour of the sciences of complexity, a broad set of efforts that seek to explain how large-scale complex, organized, and adaptive behavior can emerge from simple interactions among myriad individuals. And, in One, Two, a Few and Many, I summarize this book and many other sources of information on complexity.

The problem is that if you have a truly complex systems composed of intelligent agents, more data will lead you nowhere. Remember, if we're talking about humans here, you have a complex system of complex systems. If it's truly complex, no matter how deep you dive into the data, there will always be uncertainty. (Think of a fractal.) And, if the systems is in disequilibrium, cause and effect are unrelated.

Pentland states, "With Big Data you can easily get false correlations, for instance, "On Mondays, people who drive to work are more likely to get the flu." If you look at the data using traditional methods, that may actually be true, but the problem is why is it true? Is it causal? Is it just an accident? You don't know. Normal analysis methods won't suffice to answer those questions. What we have to come up with is new ways to test the causality of connections in the real world far more than we have ever had to do before. We no can no longer rely on laboratory experiments; we need to actually do the experiments in the real world." Which won't help. That's like dropping a grain of sand on a pile of sand (think hourglass) and observing what happens. Then drawing a conclusion from your experiment when nothing happens. However, the next grain of sand you drop may cause a whole avalanche to occur. The best you can ever do is to gather historical data on the system and talk about probabilities. And, it's not normal statistics. Now imagine that each grain of sand has intelligence and you have the croquet game described by Lewis Carroll's surrealistic version of the game in the popular children's novel Alice's Adventures in Wonderland; a hedgehog was used as the ball, a flamingo the mallet, and playing cards as the hoops.

"Alice thought she had never seen such a curious croquet-ground in her life; it was all ridges and furrows; the balls were live hedgehogs, the mallets live flamingos, and the soldiers had to double themselves up and to stand on their hands and feet, to make the arches.

The chief difficulty Alice found at first was in managing her flamingo: she succeeded in getting its body tucked away, comfortably enough, under her arm, with its legs hanging down, but generally, just as she had got its neck nicely straightened out, and was going to give the hedgehog a blow with its head, it would twist itself round and look up in her face, with such a puzzled expression that she could not help bursting out laughing: and when she had got its head down, and was going to begin again, it was very provoking to find that the hedgehog had unrolled itself, and was in the act of crawling away: besides all this, there was generally a ridge or furrow in the way wherever she wanted to send the hedgehog to, and, as the doubled-up soldiers were always getting up and walking off to other parts of the ground, Alice soon came to the conclusion that it was a very difficult game indeed.

The players all played at once without waiting for turns, quarrelling all the while, and fighting for the hedgehogs; and in a very short time the Queen was in a furious passion, and went stamping about, and shouting 'Off with his head!' or 'Off with her head!' about once in a minute."

Another problem I have with Pentland's vision of the future is that the opportunities for abuse is enormous and will certainly happen. He recognizes this by writing, "Another important issue with Big Data is that since this data is mostly about people, there are enormous issues about privacy, data ownership, and data control. You can imagine using Big Data to make a world that is incredibly invasive, incredibly 'Big Brother'… George Orwell was not nearly creative enough when he wrote 1984."

There is some inherent limit to our ability to understand and predict the behavior of complex systems akin to the Heisenberg Uncertainty Principle in quantum physics. Heisenberg stated the principle in 1927 as "The more precisely the position is determined, the less precisely the momentum is known in this instant, and vice versa." What occurs in complex systems is not the same as what happens in quantum physics, and we've not stated a similar law for complex systems, yet.

However, my biggest fear is that we will build the systems Pentland envisions.

"This is the first time in human history that we have the ability to see enough about ourselves that we can hope to actually build social systems that work qualitatively better than the systems we've always had. That's a remarkable change. It's like the phase transition that happened when writing was developed or when education became ubiquitous, or perhaps when people began being tied together via the Internet.

The fact that we can now begin to actually look at the dynamics of social interactions and how they play out, and are not just limited to reasoning about averages like market indices is for me simply astonishing. To be able to see the details of variations in the market and the beginnings of political revolutions, to predict them, and even control them, is definitely a case of Promethean fire. Big Data can be used for good or bad, but either way it brings us to interesting times. We're going to reinvent what it means to have a human society."

William Calvin wrote in his book, The Cerebral Symphony: Seashore Reflections on the Structure of Consciousness, “Inconsistency is part of flexibility, of nature's strategy of keeping options open. Animals that cannot adapt to new environments will not survive the incessant fluctuations of climate. Judicial systems that cannot grow and change with our society's evolving problems will become rigid anachronisms that promote social earthquakes. Consistency and rationality are human virtues in dealing with certain potentially orderly situations; we make excellent use of them in engineering and legal systems, but we shouldn't expect living systems to have made them centerpiece of their operation in a changing, unpredictable world.”

In the book, A Simpler Way, Margaret Wheatley and  Myron Kellner-Rogers write, "The universe is a living, creative, experimenting experience of discovering what's possible at all levels of scale from microbe to cosmos. Life's natural tendency is to organize. Life organizes into greater levels of complexity to support more diversity and greater sustainability. Life organizes around a self. Organizing is always an act of creating an identity. Life self-organizes. Networks, patterns, and structures emerge without external imposition or direction. Organization wants to happen. People are intelligent, creative, adaptive, self-organizing, and meaning seeking. Organizations are living systems. They too are intelligent, creative, adaptive, self-organizing, meaning-seeking."

Life needs messes. Let's not attempt to get rid of them all and in so doing destroy life.

Our Unpredictable, Changing World

I came across this quote today:


“Inconsistency is part of flexibility, of nature's strategy of keeping options open. Animals that cannot adapt to new environments will not survive the incessant fluctuations of climate. Judicial systems that cannot grow and change with our society's evolving problems will become rigid anachronisms that promote social earthquakes. Consistency and rationality are human virtues in dealing with certain potentially orderly situations; we make excellent use of them in engineering and legal systems, but we shouldn't expect living systems to have made them centerpiece of their operation in a changing, unpredictable world.”

William Calvin
The Cerebral Symphony: Seashore Reflections on the Structure of Consciousness

The Nexus of Forces

This is a very interesting report by Gartner recently issued.

"A Nexus of converging forces — social, mobile, cloud and information — is building upon and transforming user behavior while creating new business opportunities.

 Research over the past several years has identified the independent evolution of four powerful forces: social, mobile, cloud and information. As a result of consumerization and the ubiquity of connected smart devices, people's behavior has caused a convergence of these forces. This user-centric convergence was highlighted at Symposium/ITxpo 2011, where the keynote touched on the story emerging around the Nexus and raised a warning to senior IT leaders: Their existing architectures are becoming obsolete"

While this is well worth reading, keep in mind that the basic assumption behind this analysis is that the consumerization of the economy is sustainable. This is an assumption that I'm not all sure is true. But, we've demonstrated no strong candidate to replace it, and we seem to have limited desire to change. As we concentrate more and more wealth at the top, we are destroying the consumer market.

And, there are smaller assumptions like, "Through the window in their palm, they are never alone, never lost, and never bored." I seriously doubt that this statement is true.

And, they confuse complicatedness with complexity. "Most technology goes through cycles of development and change in both internal and external complexity. Often, the very first device is simple, but crude. As the device undergoes the early stages of development, its power and efficiency improve, but so does its complexity. As the technology matures, however, simpler, more effective ways of doing things are developed, and the device becomes easier to use, although usually by becoming more complex inside."

So, read it, but with your critical thinking hat on.

The Nexus of Forces: Foundational Research for the Technical Professional, Chris Howard, David Smith, Daryl Plummer, Yvonne Genovese, David Willis and Jeffrey Mann, Gartner, Inc., June 22, 2012

Tuesday, April 2, 2013

Too Fast to Fail

"We're going to need a bigger boat." A paraphrase from police chief Martin Brody (Roy Scheider) in Jaws after seeing the shark for the first time.

 http://www.motherjones.com/politics/2013/02/high-frequency-trading-danger-risk-wall-street

Click here to see the quote in  a film clip.