Understanding complexity, what has changed and why it matters

We often say that the world has become complex, but what does that really mean? Has the world really changed, or is it our understanding of it that has evolved?

Perhaps it is that the world has always been complex and it is our epistemic progression that now allows us to see reality closer to as it is, rather than as we wish it to be. Basically all traditional strategic management models are built on the assumption that someone or something has special abilities to understand where we are going and what needs to be done to get there. However, the rules of complexity challenges this assumption.

Understanding reality often has assumed that most events follow a normal distribution, but this approach doesn’t capture the complexity of the real world. When we consider the impact of outliers, we often see a Pareto distribution emerge, where fewer outlier events have a disproportionate impact on the system as a whole. We also now understand that the whole is not defined by the sum of its parts but by the interactions of its parts. Interacting with a problem will inevitably change the nature of that problem. A consequence of this is that the symmetry between risk and reward needs to be reviewed since uncertainty is in its nature asymmetric.

Many frameworks have emerged to help us think about complexity. Dave Snowden’s Cynefin framework emphasises the importance of understanding the nature of the problem before deciding on an approach. Didier Sornette’s concept of Dragon Kings highlights the potential impact of rare and extreme events that can disrupt traditional ways of understanding and managing our world. Nassim Taleb’s “The Black Swan” emphasises the importance of understanding the impact of outliers. Taleb also proposes the concept of “antifragility,” which refers to systems that not only withstand shocks but also thrive on them. And there are many many more. 

While these frameworks have value, they also require a high level of intellectual understanding and might not be suitable to communicate to everyone. In more practical terms, embracing complexity requires a fundamental mindset shift. Instead of assuming that ordered systems are the norm and preferable, we must recognise that events emerging from complexity are the origin of positive outcomes. Rather than trying to remove uncertainty with prediction models or blaming unintended outcomes on incompetence, we should modify our strategic playbook to build systems that become stronger in uncertainty and switch to more explorative methods and exploiting positive outcomes whenever possible.

Given the limitations of traditional approaches and the intellectual density of current available models on complexity, I propose that as a rule of thumb it is increasingly preferable to work from the assumption that we are always in a complex state and therefore better off acting as if we were. This means recognising that the relationships between cause and effect are often unclear, emergent behaviour is common, and rare and extreme events can have significant impact.

When we earlier talked about a Normal state and later a new normal and quite recently even a new new normal. Maybe it is time to recognise that we now are (and really always have been) in a no-normal state. Understanding and managing complexity has become increasingly important, simply because we now realise that the unfolding of reality behaves in complex ways. Our traditional approaches to strategy and management are no longer sufficient in the face of the unpredictable and emergent behaviours of complex systems. Dealing with complexity requires a fundamental shift in mindset, away from the idea that we can predict and control the world, and towards the idea that we must adapt and respond to the world as it unfolds. By recognizing the limits of our knowledge and embracing uncertainty, we can build systems and strategies that are better equipped to thrive in complex environments.

Kommentarer

5 responses to “Understanding complexity, what has changed and why it matters”

  1. AJOwens avatar

    What I like about this “fundamental shift in mindset, away from the idea that we can predict and control the world, and towards the idea that we must adapt and respond to the world as it unfolds” is that it hits at a movement away from an instrumentalist, materialist conception of the world as something to be manipulated for our convenience, towards a conception that is sensitive to its “otherness,” perhaps even its “aliveness.” I think there is great value in this change of conceptions, which has the quality of a Kuhnian paradigm shift. It seems especially promising in our dealings with nature, and in our dealings with one another.

    1. Martin Palacios avatar

      Thank you.
      I’m not sure that what I am talking about is a movement away from anything. The objective is still to create relative strengths and exploit opportunities when they arise. The difference is how you perceive the world and how you should interact with it to get what you want.

      The new mindset is more in line of “You are never going to get what you want. You are going to get what you get. Because stuff happens and before anything else you need to deal with that”

  2. AJOwens avatar

    (for “hits” please read “hints”)

  3. AJOwens avatar

    As I understand from your About page, your general interest concerns managing strategy and risk, given that there may be unknown unknowns. I’m not sure whether you’re approaching this from the perspective of business management studies, or the management of more general problems, perhaps social or political, or even scientific or philosophical.

    At the moment, I have no strong opinions about the question, and nothing useful to contribute. But I am intrigued by your style of thinking. In my terms, I would say that the ontologies and paradigms you bring to the issues are novel and intriguing, and they resonate with things I like to think about. In particular you mention metamodernism, which is one focus for an emerging paradigm that interests me. To the extent that metamodernism differs from modernism, it “moves away” from the older paradigm, and the related assumption that we can “predict and control the world” as you put it. It might even be a “movement,” but perhaps that’s too strong a term.

    My comment was meant to highlight some of the resonances I’ve noticed, but perhaps for your purposes they are not especially useful. I would say that the new mindset is not so much that “you are never going to get what you want,” as “you will not get what you want by imposing your will on the world; you must learn to co-operate with it.’

    1. Martin Palacios avatar

      You are right. My main interest is how do you deal with things you can not know anything about from a managerial perspective. Strategy and risk in general have until now more gravitated around how to deal with uncertainty. And it has mostly been a mitigating exercise.

      I do appreciate your thoughts on this subject. I don’t know enough about philosophy to put what I am trying to say in a context of philosophical thinkers. The only reason I start using metamodern as a mental placeholder was because I realised that how you thought about risk and strategy had a cognitive progression that had parallells to how you thought about uncertainty at the time. And that the current critique of strategy and risk management had clear parallells to the critique of postmodernism.

      What I am saying in my earlier reply is maybe a signature that I’m not first a metamodernist that is trying to apply that to strategy, but the other way around. That I am finding that my critique on Strategic and Risk management has similarities to metamodern thinking. Why I hesitate on subscribing to your “moving away” phrase is because I have the feeling that it – in strategic context – might be a bit naïve. Modes of thinking is still going to be used to create asymmetries, to manipulate people and exploit opportunities, it dosen’t matter if it is post or metamodern modes of thinking.

      Your phrase “You will not get what you want by imposing your will on the world; you must learn to co-operate with it.” is something I agree with. And it is interesting to contemplate on the implications of that statement.

Leave a Reply to Martin PalaciosCancel reply

This site uses Akismet to reduce spam. Learn how your comment data is processed.

Discover more from Obrydd Strategic AB

Subscribe now to keep reading and get access to the full archive.

Continue reading

Discover more from Obrydd Strategic AB

Subscribe now to keep reading and get access to the full archive.

Continue reading