Innovation, living in the truth, Risk, Surprise, Uncategorized, Uncertainty, Watercolor Painting

Scams, Shams, and (Body) Slams

While preparing for a presentation (and a little book stemming from it), and doing some color studies for sketches to accompany them, the news has continued to be very distracting as it is presumably for everyone. In the last 24 hours alone, from a journalist sent crashing to the floor allegedly “body slammed” by a person aspiring to elected office (or is he already in office?)–to confirmation from the CBO (Congressional Budget Office) that the health of our nation is going to take a huge body blow if the latest health care plan is passed–to disconcerting news about NATO (also “body slammed?”), it is tough to keep one’s eyes on the task at hand.  But perhaps the combination of these colliding impressions is good for something after all…

In sorting through older material, I came across the famous “boiling frog”–a metaphor, of course, for not noticing when there are gradual changes in your surroundings, until it is too late.  According to the metaphor, a frog in a pot of slowly heating water will not react quickly enough to save himself and will eventually die.  (This is literally not true; the frog will jump out if he can, apparently.  I myself have not tested it, but I respect scientists and experts and they have).

boiling frog image

Image: Watercolor, gouache, and ink by Black Elephant Blog author (2014)

This is a week too in which we have heard the word “suborn” used in open testimony. It’s a useful word.  It seems related to another one rarely heard:  “inure”, which the dictionary defines as “becoming accustomed to something, especially something unpleasant.”  (Perhaps this is a good time to recommend a currently best-selling new little book, available on Amazon for less than $6:  On Tyranny:  Twenty Lessons From the Twentieth Century,” by Timothy Snyder, a professor of history at Yale.)

With so much coming at us almost hourly, it sometimes seems like the fate of the world is being decided right now.

WhereDoWeGoFromHere?

Illustration: Color study, Watercolor, acrylic and gouache, “Where Do We Go From Here?” by Black Elephant Blog author (2017)

People are tired of being distracted by it but the most conscientious know that too much is at stake to turn away. Much as we might like to, we can’t tune out what is going on because it’s unfortunately true– the fate of the world is being decided right now.  And if we tune out, we will surely not be as fortunate as the sensitive frog who manages to escape the dangers of his warming world.

So, we must not become inured to the bruising pace of the news cycle.  It seems to me essential to find ways collectively to both deal with every incoming distraction and yet look beyond it to make sense in time of where we are going and might wish to go instead.

Momentous times indeed, but I have faith we will prove to be at least as smart as  frogs.  So back to the drawing board…

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Innovation, Risk, Surprise, Uncertainty

Sense-making in a “Shapeless” World

It’s been said that we’re living in a “shapeless” world. What is meant by this is that our understandings about the geopolitical shape of our world has become fuzzy, hazy, or contradictory.  People, whether formally recognized as decision-makers or not, must make decisions. Some are becoming aware of having to work harder to make make sense of things.  They might wonder if they have the necessary tools to do so.  Often, however, people (especially experts) would not want to admit such uncertainty.

Illustration: Watercolor and Platinum Carbon pen and ink by Black Elephant Blog author on Arches 140 lb. Cold Press paper (October 2015)

Illustration: Watercolor and Platinum Carbon pen and ink by Black Elephant Blog author on Arches 140 lb. Cold Press paper (October 2015)

There is a deeply-held belief in modern life that knowing things and eliminating uncertainty gives us more power and security, and that anyone who exhibits uncertainty and/or reflectiveness is therefore weak and indecisive.  (This is related, as well, to being perceived as  “doer”–a “climber”, a “mover” and a “shaker.”)  Deeply ingrained concepts of success are tied to our perceptions of others as confident, bold, and expert.   Certainly, we know, the stock market does not like uncertainty, and that’s because it’s made up of people having to make decisions. People do not like uncertainty and, for some potential setbacks, go so far as to buy insurance to protect themselves so as to better manage risk.

Up to now at least, accumulating facts, expertise, and scientific knowledge–and mastering the material world–seemed to suffice for decision-makers.  So, what’s changed today?  Cannot the facts of any matter provide us the answers we need to steer a safe course through choppy waters?

Of course, it is debatable what shape the world was in when it had more shape in our minds: the “Cold War” comes to mind. It gave shape to things, but perhaps not a shape most of us, at least those with any appreciation of history, would care to repeat. There also was the shape of the 1990s when it seemed to many that technological advances and globalization would inevitably lift all boats.  The Financial Crash of 2008 upended many experts’ basic beliefs about the essential shape of the world, and many experts today acknowledge that nothing yet has taken the place of the old certainties now pretty much ripped to shreds.

Into this incoherence comes a new book that may help us to self-diagnose, at least. Our yearning for “shape” is the focus of this book by Jamie Holmes, a “Future Tense Fellow”, at the New America Foundation, Nonsense: The Power of Not Knowing, (Crown Publishers, New York, 2015).  Drawing from many interviews and lively case studies, Holmes looks at how we make sense of the world. He studies the neurological wiring that makes us calm or agitated in varying states of certainty or uncertainty.  He finds that uncertainty is an “emotional amplifier”:  “it makes anxiety more agonizing, and pleasure especially enjoyable.”  Holmes examines how the world of medicine has changed in a data-abundant world, for instance.  And he delves deeply into  how our sense-making minds naturally work to solve the puzzles of every day existence.  So, what has changed that makes the world seem shapeless, at least to some, today?

The paradox of modern existence, according to Holmes, is that “technological acceleration–in transportation, communication, and production–should provide more free time” but, in fact, most of us feel “continually squeezed” by overwhelming options and limited time to assimilate and evaluate information,” he writes.

Indeed, abundant information has created more uncertainty!  So much information “makes even the simplest decisions–where to eat, which health plan to sign up for, which coffee maker to buy–more fraught.”

Avoiding this reality or denying it would be of little use, Holmes writes.  “Managing uncertainty is fast becoming an essential skill.”  In his prologue, he cites economist Noreen Hertz’s argument that “one of today’s fundamental challenges is “disorder–a combination of the breakdown of old, established orders and the extremely unpredictable nature of our age.””

In his book, Holmes demonstrates that “being able to handle ambiguity and uncertainty isn’t a function of intelligence.”  (Interesting too that being a “superforecaster” also is not a function of intelligence (see previous post).  But it is an emotional challenge.  This is because individuals have varying needs for “closure,” a concept developed by psychologist, Arie Kruglanski, Holmes writes.  People who understand this concept, even merely intuitively, actually can manipulate others’ discomfort with ambiguity.  “When our need for closure is high, we tend to revert to stereotypes, jump to conclusions, and deny contradictions.”  This is the stuff of radical and dangerous shifts in popular attitudes over the course of history; it merits our deeper understanding.

What’s important in this work is Holmes’ seemingly original and certainly unusually accessible treatment of the importance of contextual circumstances in changing individuals’ need for closure.  This trait is not as hard-wired as many of us might assume.

Learning how to deal with what we don’t understand is a critical skill becoming more necessary for all of us in this “shapeless” and still fairly new century, according to this author.  It turns out that uncertainty and contradictions provide the environment for people to unleash their creativity.  Making sense of a shapeless world requires imagination and other cognitive skills which most people have but may not have had occasion to exercise as much as they would have liked.

Speaking of which: due to an abundance of choices, and must-do’s, today, this subject will be continued at a later date here on this blog, of that I am fairly certain.  Understanding what our options are for making sense of complexity is a subject that deserves our undivided attention.  Having read this book, I am confident that it does too.  So, to be continued…

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Uncategorized

Superforecasters and Dragonfly Eyes: Booknotes

Despite my best intentions to get through an ever-growing stack of books, a brand new one crept into the mix and demanded my immediate attention, so here goes, with a few notes on it:

Illustration: Watercolor and Platinum Carbon black pen and ink sketch by Black Elephant Blog author

Illustration: Watercolor and Platinum Carbon black pen and ink sketch by Black Elephant Blog author

Superforecasting:  The Art and Science of Prediction, by Philip E. Tetlock and Dan Gardner, (Crown Publishers: New York, 2015).

In this book, the authors, Tetlock, a professor of psychology, political science and business and Gardner, a journalist and author, note that “we are all forecasters,” in the sense that we need to make decisions that involve uncertainty (as when we buy a home or make an investment or decide to relocate, etc.).

When it comes to really big events, like market crashes, wars, etc., however, we expect to turn to “experts.” Unfortunately,  according to the authors’  research results, the experts we might most expect to be able to “forecast” events with precision are less able to do so (against certain types of problems) than “ordinary” well-informed people who are not experts in the subject matter.

These “ordinary” people have some extraordinary characteristics, the authors realized when they analyzed their research results.  These include an ability to step outside of themselves and get a different view of reality, something the authors note is really hard to do.  But the ordinary people who did the best in the forecasting tournaments run by the authors, exhibited a remarkable ability to do just this:

“Whether by virtue of temperament or habit or conscious effort, they [the successful forecasters] tend to engage in the hard work of consulting other perspectives.”

In conducting U.S. government-backed research, the authors found that people such as a retired computer programmer with no special expertise in international affairs  could successfully answer very specific questions such as “Will the London Gold Market Fixing price of gold (USD per ounce) exceed $1850 on 30 September 2011?” People they worked with, such as this individual,  were enabled by the rules of the research project to update their forecasts in real time, incorporating new information in their estimates as they came across it.  (The process is explained in detail in the book.)  Over time, “superforecasters,” such as this retired computer programmer stood out among the pack.  Such people, write the authors:

“…have somehow managed to set the performance bar so high that even the professionals have struggled to get over it…”

The results made the authors inquire into the reasons for the “superforecasters'” better performance.  They write that “It’s hard not to suspect that [so-and-so’s] remarkable mind explains his remarkable results.”

Indeed, some of their superforecasters have multiple degrees in various subjects from various top-notch universities, speak several languages, and lived or worked abroad, and are voracious readers.  But, assuming that knowledge and intelligence drive strong forecasting performance would send us down the wrong path, concluded the researchers.  To be a superforecaster “does not require a Harvard PhD and the ability to speak five languages,” they concluded.  Many very well-educated and intelligent participants in their study “fell far short of super forecaster accuracy.”  They continue:  “And history is replete with brilliant people who “made forecasts that proved considerably less than prescient [citing Robert McNamara — defense secretary under Presidents Kennedy and Johnson as one example].”  So, the authors conclude:

“Ultimately, it’s not the [data/brain etc] crunching power that counts. It’s how you use it.”

Well, duh, you might say.  Isn’t this obvious?  Apparently not.

Dragonfly Forecasting So how do these superforecasters do it?  What do they have in common?  The authors survey a number of case studies from their research to provide some insights.  What they discovered is a capability they call “dragonfly forecasting.”  The researchers observed that the super forecasters, while “ordinary” people, have an ability to synthesize a large number of perspectives and to cope with a lot of “dissonant information.”  They have more than two hands, write the authors, because they are not limiting themselves to “on the one hand or the other hand thinking.” (Sidebar:  I just attended a seminar on energy and climate challenges where one of the speakers, an engaging, colorful and normally compelling orator, clearly), made the comment that “on one hand you have total environmental disaster or, on the other hand, total commercial disaster,” concluding that “we need to get on the right side of this.”

Illustration: Seminar sketch by Black Elephant Blog author

Illustration: Seminar sketch using Black Sharpie pen on Stone Journal notepaper by Black Elephant Blog author

This sort of binary thinking can be quite limiting, particularly when there is no “right side” as is the case, more often than not, when facing a world of increasingly complex challenges.  I heard more examples of this “either-or” thinking problem again just yesterday in an all-day conference, with people literally saying that they don’t see an option beyond the frame they’re in.)

“I’ve Looked At Things From Both Sides Now” 

By contrast, the dragonfly eye in operation, according to the authors, is “mentally demanding.”  (Already,in this mere statement, we run up against some cultural and cognitive realities in many large organizations where everyday urgent matters and matters only perceived as urgent (possibly because of this very binary winners vs. losers thinking) take up almost all available bandwidth.)

Superforecasters “often think thrice–and sometimes they are just warming up to do a deeper-dive analysis.”  Forecasting is their hobby, write the authors.  They do it for fun and also because they score high in “need-for-cognition” tests.  These tests rate people who have a tendency to “engage in and enjoy hard mental slogs.”

There also is an element of personality likely involved, they conclude.  The traits involve “openness to experience” which includes “preference for variety and intellectual curiosity.”

The authors conclude, however, that this dragonfly eye capability, which involves synthesizing a growing number of perspectives, has “less to do with the traits someone possesses and more to do with behavior.”  These behaviors include “an appetite for questioning basic, emotionally charged beliefs.”  Interestingly, the researchers have concluded that, without this behavior, individuals (forecasters or not) “will often be at a disadvantage relative to a less intelligent person who has a greater capacity for self-critical thinking.  [emphasis added]”

Those with a dragonfly eye cultivate their ability to encounter different perspectives.  They are “actively open-minded,” write the authors.  There is an actual psychological concept around this cognitive behavior.  For superforecasters, therefore, “beliefs are hypotheses to be tested, not treasured to be guarded,” conclude the authors.

There are too many implications of this work–important implications–to cover in a blogpost.  But it must be said that the book raises implicitly at least as many questions about how to proceed in a complex interconnected world as it attempts to answer.  For instance, fewer enduring problems of real consequence can be addressed with a simple forecast, no matter how accurate, in a bounded time-wise constraint.  Inherently complex “super wicked problems” discussed earlier on this blog do not lend themselves to this sort of forecasting.  Tougher choices involve immersing ourselves in deeper questions of values and longer-term perspectives.

Nonetheless, what the authors have demonstrated with their research offers us the opportunity to pursue these challenges with greater awareness of individuals’ different cognitive and philosophical outlooks, and perhaps–from a corporate human resources point of view–to allocate jobs and tasks to people based on comparative evaluations of their cognitive and behavioral strengths.

As more and more issues require deeper thinking and appreciation of systemic interconnections, it may become ever more important (even if not acknowledged in organizational priorities) to find ways to incorporate “dragonfly eye” sense-making behaviors.   The authors have observed that “belief perseverance” can make people “astonishingly intransigent–and capable of rationalizing like crazy to avoid acknowledging new information that upsets their settled beliefs.”  When people have a greater investment in their beliefs, it is harder for them to change their views.

There is important stuff in this book which requires a great deal more reflection. So, this thread of inquiry will continue in the next post’s look at another new book called Nonsense: The Power of Not Knowing, by Jamie Holmes (Crown Publishers, New York, 2015).    Not at all “nonsense,” thinking about thinking matters.  Even if these books fail to provide us with concrete next steps, the relevance of these works to current challenges facing decisionmakers, and their advisors, in all sectors cannot be overstated.

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Innovation, Surprise, Uncertainty

Drawing From Life

In an open life studio, where all types of artists gather to practice drawing or painting from a professional model’s pose, it is striking how differently the participants depict the model in their artwork. No “analytical objectivity” is possible here; everyone sees the same model quite differently.  It  is impossible for any two people’s drawing to be alike, or even for the same person to repeat exactly the same drawing a second time.

Illustration:  Watercolor and pen and ink by Black Elephant Blog author

Illustration: Watercolor and pen and ink by Black Elephant Blog author

In what ways might this process of deciding what to draw, and how, be related to “design thinking”?  From considering the future of countries and even economics, there seems to be more attention being paid to the need for thinking differently, if not even ahead. Some experts on international affairs seem to be exercising design thinking, for instance, when they posit alternative futures for a country like the United States, as in the new book by Ian Bremmer, Superpower: Three Choices for America’s Role in the World (2015). What is different about the thinking processes that enable us to consider alternative futures or to plan for the consequences of unpredictable developments?

Certainly art students are encouraged to have a plan and to think ahead to where their brush is going, where the light is coming from, what kind of paper they have, and to pay attention to the shadows, “cools” and “warm” values. Splashing colors on a page may work for some but for most of us learning how to think about techniques, and gaining confidence through practice, are necessary. It’s a sort of strategic thought process. It is difficult to get the hang of it at first.  Being comfortable with taking risks is part of the process, clearly: an ink blot here or a dribble of water there might damage what seemed before to be coming along just fine. Alternatively, that ink blot or water stain might make this painting really special!

In art as in life, the decisions that must be made seem endless, and each one bears heavily on the final result.  But the artist gets to make his or her own decisions usually, and must live with the results.

In a more populated context with many people potentially affected by the outcome of decisions, what is the process of consultation and deliberation that must be followed? How to deal with the inevitable inkblots, and their unintended consequences?  Is the factory-model of organization helpful or hurtful in such times; what are the alternatives?  With highly integrated challenges mounting (along with the rise of intricately networked systems riding on technologies few people really understand), what insights could we be drawing now to build upon in the future? Who will create these insights, and how?  How will we know where the brush is going, and to what end? Who will be wielding the brush in an interconnected age such as ours? …  Per request a future post or two will list some reading possibilities.

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Risk, Surprise, Uncertainty

The Resilience Dividend

coyoacan3

Illustration: Watercolor and ink by Black Elephant Blog author (All Rights Reserved)

Island nations have been in the news alot lately, and not just because of the cyclone that hit Vanuatu recently.  There is new interest in islands and the subject of resilience.  It turns out that on this subject, conventional wisdom–as so often is the case–is not quite right.  Islands aren’t always more vulnerable and less resilient, according to some experts who will be speaking at an upcoming event, “Islands as Champions of Resilience,”sponsored by by the Woodrow Wilson Center for International Studies in Washington, D.C.  At this event, the speakers will discuss replacing the prevailing notion of island nations as victims of climate change to “champions of resilience.”  I know of some people right now in island nations who would be very interested in these proceedings…

And since we have just discussed the concept of resilience in my class, and some people I know are presently preparing materials related to resilience, here are some notes on the subject.  This is a big subject and likely to spill over into a future post or two.

Rodin book coverIn her new book, The Resilience Dividend, Judith Rodin, President of the Rockefeller Foundation, defines resilience as “the capacity of any entity–an individual, a community, an organization, or a natural system–to prepare for disruptions, to recover from shocks and stresses, and to adapt and grow from a disruptive experience.”  She notes that ideally one becomes more adept at managing disruption and skilled at “resilience building.”

The “resilience dividend,” according to Rodin, refers to new capacity that results from becoming more adept at managing disruption; as a result, one is “able to create and take advantage of new opportunities in good times and bad.”  Thus resilience is most definitely not about snapping back to the status quo ante.  It is not like a plastic ruler bent and then let go.  Instead, Rodin writes, resilience is “about achieving significant transformation that yields benefits even when disruptions are not occurring.”  The capacity for building resilience is one of the most urgent “social and economic issues” today, she writes, “because we live in a world that is defined by disruption”.  These disruptions run the gamut, from cyber-attacks, new strains of virus, a storm, economic surprises, a structural failure, civil disturbances, and so on, notes the author.

While there is nothing new about disruption, there are three disruptive phenomena that are “distinctly modern,” according to Rodin.  These are:  urbanization, climate change, and globalization.  These three factors are “intertwined,” she writes, and affect each other in a “social-ecological-economic nexus.”  And, “because everything is interconnected–a massive system of systems–a single disruption often triggers another, which exacerbates the effects of the first, so that the original shock becomes a cascade of crises.”  Rodin writes:  “A weather disturbance, for example, can cause infrastructural damage that leads to a public health problem that, in turn, disturbs livelihoods and creates widespread economic turmoil, which can lead to a further degrading of basic services, additional health problems, and even political conflict or civil unrest.”

According to Rodin, any entity can build resilience but “too often…resilience thinking does not really take hold until a galvanizing event or a major shock–such as Superstorm Sandy–brings the need into high relief.”  She describes her goal for her book as to help frame and contribute to the process of resilience by proving a template for thinking about, and methods for practicing, resilience.

Five Characteristics of Resilience

Rodin identifies five characteristics of resilience:

  • Being Aware
  • Diverse (different sources of capacity)
  • Integrated (coordination of functions and actions across systems)
  • Self-regulating
  • Adaptive

Being aware is first because without awareness you have no idea what your strengths and weakness are, what threats and risks you face…and have no concept of all the aspects of a situation, which can include “the infrastructural elements, human dynamics, and natural systems–and how they interconnect.”

Being aware is not a static condition because circumstances can change rapidly with proliferating secondary effects, Rodin writes.  The fluidity of the operating environment for most of us requires what she calls “situational awareness”–which she defines as an “ability and willingness to constantly assess, take in new information, reassess and adjust our understanding of the most critical and relevant strengths and weakness and other factors as they change and develop.”  Rodin describes several methods for enhancing situational awareness, and references what psychologists call “mindfulness,”  Mindfulness is described as “a flexible cognitive state that results from drawing novel distinctions about the situation and the environment.”

In order to be mindful, says one of Rodin’s sources on the subject, one needs to be able to develop “new mental categories, to be open-minded, receptive to different and new perspectives and new information, and to focus on processes rather than outcomes.”  In this way, a “mindful” person is “more able to understand situations as they actually are, not as you assume they should be or always have been” and “thus to respond more quickly and appropriately.”

All this is enormously relevant to people in any field anywhere, given the complexity of the systems that make up modern life and what many are finding is the inadequacy of most inherited frameworks for dealing with that complexity.  Future posts will come back to this subject as it is both central to what we are learning our class this semester and useful material for various projects of mine.

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Risk, Surprise

Boiling Frog Syndrome

Image:  Watercolor, gouache, and ink by Black Elephant Blog author

Image: Watercolor, gouache, and ink by Black Elephant Blog author

We come now to the metaphor of the “boiling frog syndrome” which has many metaphorical cousins, such as an “ostrich with its head in the sand.”  This metaphor refers to the notion (apparently untrue according to biologists who have tested it) that a frog will not jump out of gradually heating up water–and, sadly, dies.  (In reality, the experts say, if the frog can jump out it will.)  This expression is used to warn of our built-in tendencies to ignore or dismiss changes that are so gradual (or long-term, or complex, or multi-faceted) as to be nearly invisible or even incomprehensible.  As specialization drives experts, analysts, and planners into focusing on ever-narrower slices of knowledge, the thought goes, they lose an ability to see the whole.

Whatever our daily preoccupation, this fragmentation of our attention affects us all, in sometimes unnoticed ways, leading me to wonder if we might all have a bit of boiling frog syndrome.  If so, what do we do to counter it?  Who are those who manage to overcome this syndrome, how do they do it, and are we able to hear them?

As someone who has been spending a lot of time in the gym lately (to get ready for those New Year’s resolutions!), it is impossible to miss the many HDTV screens propped up overhead.  They beam down at all, apparently selected to represent a spectrum of political and entertainment tastes.  Seemingly, there ought to be something for everyone, as no less than twelve different channels are simultaneously broadcasting literally in our faces.

Those who want to can tune in to the channel of their choice, wearing headphones connected to the fitness machine they’re on to hear their chosen flavor of the news. While people pump their legs on this or that machine, with water bottles propped up on the machines, towels cast to the floor, and iPods attached to their spandex belts, horrific images of violence in cities and countries around the world flash up in front of us–simultaneously.  When I leave the gym, I feel refreshed usually from exercising but usually have a vague sense of unease from having just been enveloped by oversized TV screens purporting to tell me something.

Bursts of “news” with next-to-no context tell us little, despite the inordinate amount of time devoted by each channel to endlessly rehashing details of the day’s top headlines.  Although these stories are immensely important, it is difficult to hear about them in dueling soundbites, so I generally try to ignore them altogether while at the gym.

The interconnections and deeper underlying causes or trends are rarely examined, of course, in the “news” because they are not news.  Such phenomena develop slowly over time, like gradually heating water.  Occasionally a tipping point of some sort or other is reached:  a catastrophe occurs that focuses our attention…but only for the time it takes before another sudden eruption captures the news.  Beneath the surface so much else is going on…but it is difficult to make sense of it, and thus it doesn’t ever make the news.

Some recent works (such as here  and here)  suggest that we are applying the wrong models (and thus harbor ill-founded expectations about risks) to trying to understand the complex (increasingly interconnected and interdependent) systems that make up global society today.  Mankind’s very successes in developing more efficient supply chains, transportation systems, and ICT are creating new vulnerabilities, or “systemic risks,” which we generally are poorly equipped to detect, let alone understand.  These risks represent “highways for failure propagation” which can ultimately result in “man-made disasters,” say the authors.  Highly interconnected systems, such as the financial system, or food and energy markets, are complex systems that are difficult to predict and control.  If there is a mismatch of expectations, it might be difficult-to-impossible to see these risks in time–leading in turn to the “surprises” or “abrupt changes” that are the focus of this blog.  Would such risks be like the “boiling frog”  or a “black elephant?”  It seems that this may be a fitting point at which to consider what the originator of the “black elephant” concept intended…coming up in a future post!

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