How assumptions that used to be good, turn out to be bad: complicated vs complex world views

in #life7 years ago (edited)

I am fascinated by decision making. In safety management there are so many examples how some seemingly trivial decisions lead to huge disasters later on.

Source
Often, the same applies to people’s lives, decisions that seemed safe at the time can have a disastrous impact on the course of your life in the medium to long run. I am not even talking about the safety related stuff like texting at the wheel, eating the wrong food or trusting your hard earned money to the wrong investment vehicle.

What I am talking about are decisions that are so taken for granted, based on assumptions that most people don’t even question.
We all try to navigate life in this world by making decisions, big and small, based on assumptions on how things work.

The problem is that most of those assumptions are not true anymore and the decisions we made as a result might not generate the expected results anymore.

Since a few years, one of the things that I started looking into is systems thinking which helped me understand many things about complexity.
It turns out that there are many lessons to be learned in complex models that are universally useful. Because in the end, life and society are complex.
Without knowing it, the mental model you hold might be based on a complicated view of the world.
In this article I want to explain why thinking about life as complex might be more useful to you.

Looking at your life as a machine: the complicated world view

To make sense of the world, most people try to reduce the world they live in to some thing manageable.
Most mental models of the world turn out to look like a machine.

Source

We like machines, they are nice and predictable.
One thing goes in, stuff happens and another thing is generated by the machine as a result.
Machines have many different parts but they interact in a known and linear way.
Machines have one optimal way of operation.
There are few surprises with machines. Generally they happen when you deviate from the one "best" operation method.
Yes they can break down, but are fairly straightforward to fix.
Find the part that broke and replace it, et voilá, the machine works again.

This is what you could call the complicated systems view of life.

This view of the world reduced to a mechanistic model is comforting.
It gives the illusion that things are linear and predictable… It suggests that no matter how complicated life gets,
you can repeat the same formula and expect the same outcome.

The result: the standard operating instruction manual

This complicated mental model shapes our worldview and decision making, it suggests that to operate successfully in life we simply have to follow the instructions in the operations manual:

For the past 50 or so years this model has lead to a few standard formulas to “win” at life…

  • As a kid, you have to go to (primary and high) school, get good grades.
  • After school, go to college: college teaches what a professional needs to know. Get a degree it will get you a good job!
  • After college, If you get a "good job"". Start climbing that corporate ladder!
  • Then, with a "good job", and hence "steady" income it is time to "invest" in real estate.
  • After working 35-40 years you get to “enjoy” retirement… all that money you put into your pension fund will give you a comfortable life.

I´m sure you have observed by now that more than a few of these assumptions about how life should work actually are less and less true.

Complex systems

Complex systems also have many components, but these are constantly and dynamically changing and interacting.
A better mental model is to compare it to an ecological system like a jungle.


Source

Everything is connected and constantly changing. Small changes in inputs like a few degrees more or less temperature might seem trivial but can start a chain reaction that impacts every aspect of the system.
Another very important property of complex systems is that they have non-linear behaviour.
There is not necessarily a proportional or predictable link between input and output.

I found a great explanation here:
http://learningforsustainability.net/post/complicated-complex/

Systems can be usefully seen as lying along a broad continuum from ‘simple’ to ‘complicated’ to ‘complex’.
Simple problems (such as following a recipe or protocol), may encompass some basic issues of technique and terminology, but once these are mastered, following the ‘recipe’ carries with it a very high assurance of success.
Complicated problems (like sending a rocket to the moon), are different. Their complicated nature is often related not only to the scale of the problem, but also to their increased requirements around coordination or specialized expertise. However, rockets are similar to each other and because of this following one success there can be a relatively high degree of certainty of outcome repetition.
In contrast complex systems are based on relationships, and their properties of self-organisation, interconnections and evolution. The metaphor that Glouberman and Zimmerman use for complex systems is like raising a child. Formula have limited application. Raising one child provides experience but no assurance of success with the next. Expertise can contribute but is neither necessary nor sufficient to assure success. Every child is unique and must be understood as an individual. A number of interventions can be expected to fail as a matter of course. Uncertainty of the outcome remains. The most useful solutions usually emerge from discussions within the wider family and involve values.

Socio technical complex systems

In modern human systems there are two factors that make complex systems more complex than those found in nature:

The human capacity to collaborate has been the key factor to our success as a species. But the reactions and interactions are very difficult to predict and understand completely.
Those who are playing the stock market have probably found out the hard way... there is no logic in social interaction, only broad tendencies which can unpredictably change. Small input changes, say like a few interest points change on loans, can have unpredictably huge changes.

The other unique factor in human created complex systems is technology. As I write in other articles, technology is improving on an exponential curve. This will in turn create unpredictable exponential changes in our society and life.
The result of technology is that change itself accelerates too at all levels of complex systems.

Some examples of socio-technical systems: social networks like Youtube, traffic in your city, job markets, stock markets, the economy, your household, ...

How to navigate a complex world

Recognizing that your life is complex and not merely complicated enables you to play by this new set of rules:
These new rules by the way are equally useful to navigate life in Steemit.com which is an example of a complex socio-technical system itself
From http://learningforsustainability.net/post/complicated-complex/ emphasis is mine

As Irene Ng points out in her Complicated vs Complex Outcomes post we have spent the last 100 years doing complicated rather well. “We can pat our backs on putting the man on the moon, doing brain surgeries etc.”
We are now moving to a world where learning and innovation are becoming key outcomes, and delivering these requires new skills and capacities. As Irene Ng so eloquently puts it, “We can determine complicated outcomes. We can only enable complex outcomes. We can specify complicated systems. We can only intervene in complex systems.”

  • Complicated systems
    Role defining – setting job and task descriptions
    Decision making – find the ‘best’ choice
    Tight structuring – use chain of command and prioritise or limit simple actions
    Knowing – decide and tell others what to do
    Staying the course – align and maintain focus
  • Complex adaptive systems
    Relationship building – working with patterns of interaction
    Sense making – collective interpretation
    Loose coupling – support communities of practice and add more degrees of freedom
    Learning – act/learn/plan at the same time
    Notice emergent directions – building on what works

Challenge assumptions : there is no one ‘best’ choice anymore

From the above rules you can see that the focus in complex systems shifts to a more fluid set of rules.
I write about this in this article

Where complicated systems allow for a rigid formula, a complex system require to observe interactions and tendencies and more of a go-with-the-flow approach.

There are no one-size-fits all formulas anymore that will guarantee a positive outcome for everyone. You need to optimise your decision making for what is optimal for you, not the masses. Your risk/opportunity profile is completely different depending on your knowledge, environment, skillset, leverage opportunities and access.

To avoid getting suckered into decisions which can destroy your life in the medium to long term, you must be able to challenge assumptions and be ready to question all the "common sense" advice you receive.
"Go to college = get a "good" job! "
Is there a reasonable chance of return on investment? Can I expect to pay off the debt?
Do I need the degree or can I obtain other qualifications which also guarantee me a job? (See http://profoundlydisconnected.com/scholarship/ or https://www.udacity.com/nanodegree)

"A house is an investment." Really?

"Working for a big company provides opportunities for career advancement." Really?

"Retirement after working 40 years" Riiiighttt

Knowing: No rigid scripts for success in complex systems

You can't have absolute certainty anymore.
To demonstrate this: look at the phenomenon of a viral hit on youtube. It is a great example of the non-linear behaviour of the complex socio technical system that is youtube. There are no set formulas to make a viral video.
Many people try but there are too many elements which can make or break it. What many creators of viral hits do have in common is that they are constantly experimenting with what works.
Complex systems require much more experimentation to find out what works, and then build on it. You can't take preconceived assumptions and bet that they still work.
Recently there was a great post by @kyriacos discussing how most books about how to become a millionaire are bullshit
Event the billionaires themselves can't follow the same recipe again and expect to be billionaires all over...

The expiry date of knowledge is getting shorter and shorter. Individuals who are not willing to critically examine what they "know" on a regular basis sooner or later start to tell others what to do on the basis of outdated knowledge...

Loose coupling : feedback loops

In a fast moving world you need to look for or design short feedback loops to find out what works.
They give you quick information to see what works or not.
An example of a long feedback loop is studying for 4 years and then trying to find a job.
A shorter feedback loop would be try to find a job first, see what is in demand and learn these skills as fast and cheaply as possible in a few months rather than years.
Learning constantly is the new normal, because everything is constantly changing, old knowledge is less likely to remain useful.
This is especially important to look out for in the organisations you work for.
If your company has very tight structure and strict "command and control" approach which does not allow freedom of initiative and experimentation at lower levels, the probability of this company existing for much longer is NOT going to be very high... A company which does not allow experimentation or deviation to find out how to improve continuously will fall behind quickly.

Look for leverage points

As I explained in my article about leverage in a world which is increasingly non-linear there are also many opportunities to get disproportionate rewards for your efforts.
Leverage is about finding ways to obtain a multiplier effect.
If you are aware of opportunities that give you leverage, you can improve your results many-fold without much extra effort.

1024px-Jackscrew (Custom).jpg

Source

This post is part of my JULY EXPERIMENT: I share ALL SBD's earned from this post with:

1 quality commenter

1 Re-steemer (that gives me a good reason why they are re-steeming)

See here why

What else am I missing with this article, agree? Don’t agree?

I would love to have your comment, maybe you can win some decent money. Anything thought provoking is great. Disagree, fantastic! Let me know! Have a question? Even better, a great question is sometimes better than a page long comment!

So please comment, question, challenge and RESTEEM to get as many people in the conversation as possible.

Sort:  

A very technical approach to the question - much appreciated though.

My view is that we must question everything - every assumption, those established facts and their conclusions, the status-quo. Many long accepted facts are not only based on inadequate assumptions, they are also deliberately used to mislead those who are exposed to it.

A complex subject that calls for a simple yet difficult solution:

Question Everything!

This requires COURAGE but earns respect - and...

...it liberates us from the traps of manipulation and ignorance.

Perhaps also if interest is the first article in the new series on the dangers of TV, which can be found here.

-ch @globocop

Thats the short version. What I find disappointing in many people who have this discussion that it is still a lot of lazy thinking in terms of why you need to question everything: there are always "complots" or "they", "them" who manipulate everything and the global elite and such nonsense. This is not helpful.
The human world society is evolving constantly and the pace of that evolution is radically speeding up. Even if "they" wanted to, there is no person who can stop, manipulate or steer these changes.

It is much like trying to learn to surf big waves: you can't predict them, standing to try to resist these big waves doesn't end well but if you are prepared and willing to paddle your ass off, you can have a lot of fun riding those waves...

Hmmm - I disagree.

There are conspiracies, and they are real. There is a wannabe neo-feudalistic elite which suppresses knowledge. Their goal: The enslavement of humanity. Their ideology: Technocracy. It's a subject that warrants an article or a series of articles to explore and appreciate.

It's not left vs right - the Powers That Should No Be are masters of their credo:

Divide et Impera

The good news? Blockchain technology, such as Steemit. An uncensorable platform that retains information as it was recorded without being able to be manipulated again...

PS:// Put Technocracy article on the list of blog ideas...

-ch @globocop

Loading...

In 2003 my 12 year old daughter died. No reason. They decided after a year of investigation she had died of Sudden Adult Death, or in kids we know it as cot death.
Myself and my family were traumatised. So traumatised, after trying to pull it all back together I tried suicide twice.
I was fortunate to meet my new partner @smuggly-sparrow. She talked me out of trying to off myself again and that her father had a shack in the middle of the mountains in West Virginia I could hide away in peace and tranquility.
So I did. I told my boss I was done. He fully understood and loaded my wallet to leave with. I left a wife, a family, a new car and a decent house with nothing more than I could pack into a rucksack on my back.
My life changed when I arrived in the States from the UK. The positives were not particularly the country or the people in general. I saw very few people in WV. But the feeling of freedom in those mountains was real and in my new relationship I began a new life.
we have moved a lot now. Lived on a small sailboat working our way down the east coast heading for the Bahamas. We moved back to the UK to live in a caravan. tHen to here in Portugal.
Every move was another step to freedom and self control of our lives. Every move has been done with the minimum of income. By minimum I mean less than is acceptable for poverty levels.
We survive because we adapt and change. We survive because we have known failure and pain and risen above it.
For now at least.

My philosophy in life is that things don't need to be complex even if the underlying things are. Usually by investing some taught into things you can find a simple way to make it work. You can't be the best at anything by opting for the simple solution, but then again, why would I want to be the best?

I know things around me are complex but there is usually a way to simplify them. It's true what you say. Things don't always work as they used to. You can't expect to run go to school and further your education and end up with a job. Not anymore at least. You can't just buy a house as an investment and expect to be rich. You can't just go on like your parents maybe did.

But with all of these things, there is always a way to turn a complex thing into a simpler thing. If you can't you didn't think it through. I like the quote by whom ever (don't know who originally said it): "I always hire a lazy person, they'll find a simple way to do things". I associate myself with that. I tend to be a bit lazy, but not in the sense that I never do anything. I just find the easiest ways to do things to a level that satisfies me. There always is a simpler way.

You can go to school and make it land a job for you, but you need consider certain things like: "what should I study?", "what is the future going to be about", "do I need this?". You can still buy a house as an investment, but not the way you might think. You need to calculate the savings you generate by owning the house instead of living on rent. Or better yet, rent the house and earn income on it. It really isn't that complex.

Finally, when it comes to retirement, if you want to retire, invest and you can do that early on. If you think it will take a long time to retire, find something you enjoy working with. This isn't really overcoming the complexity, but it definitely makes it nicer.

I think that is very true, although the world is complex, navigating it does not have to be a complex endeavour. But as you said, you have to invest the time to think things through.
Many people still follow the auto pilot of old assumptions to go through life with increasingly poor return on investment...
Like Darwin said: Survival of the fittest. that does not mean the strongest or the smartest, but the best adapted!

keep it fluid, keep learning, adapting, don't get fixed in one area, keep mentally and physical fit, never stop learning!

that's the short version... :)

it's often the preferred method of consumption these days via the 'socials' ;)

not by chance I think, it is a very darwinistic system. That is what works so that's the behaviour you get...

by the three dots on the end. .. i presume it's a behaviour you do not agree with.

dunno, it is what it is... :) the good and the bad side of it. I am not judging one way or the other. It is something to be aware of and adjust accordingly. You can't judge a wave for throwing you about if you stand in its path. You can complain all you want but in the end you have 3 options:
a) refuse to budge and take the full force of the wave.
b) run or swim away
c) learn to surf and enjoy it
I definitely choose C but am aware I will need to start learning how to paddle...

seems like a good set of steps! :)

An example of a long feedback loop is studying for 4 years and then trying to find a job.
A shorter feedback loop would be try to find a job first, see what is in demand and learn these skills as fast and cheaply as possible in a months rather than years.

Yeah, much better. Trades are good for at least working to learn in part. Imagine a world of jobs where the education was part of the job training. Maybe as unpaid interns it would work, otherwise it's bad to have your time invested in educating someone walk out for another job or different career. Contracts to work for X amount of years might work hehe.

In a fast changing world, unless you have a clear goal, staying static and not participating in the economy for 4 years is probably an increasingly bad bet.
If you are after a lucrative career, certain trades are pretty future proof because they are un automate-able and un-outsource-able Mike Rowe makes an excellent case for this:
http://www.salary.com/11-high-paying-blue-collar-jobs-with-mike-rowe/
Also it is a big misconception that these are "dumb" jobs, a lot of cognitive horse power is required to maintain and set up some of these systems. Case in point is aviation maintenance..., huge crunch coming. Of course that is not a cushy job and night work is a killer...

It all depends on the person and how good can he/she makes the complicated situations to look simple, as you used the machine for an example from an investor point of view how fast this machine can produce, from a mechanic view how easy to take the parts out from a scientific he have to go into 100% detail. I absolutely agree with you about being fully knowledgeable about opportunities but as you said everything is moving fast that leaves us with a hard choice of just to take the chance if just knowing 60% otherwise you'll miss the opportunity. I used 60 to be in the safe side many investors take way higher risk than 60%

There is no way of knowing in advance, and if you have 100% certainty by the time you take action it will probably have changed already.
The strategy for that is to try lots of experiments, and make sure you know early enough if they are going to work. (Months rather than years) When you see that it works, pursue those experiments that look promising.
On the flip side, you'll have to expect that quite a lot of experiments don't pan out. We are conditioned in school to avoid risk so this experimental mindset is very difficult for many!

When you do experiments, you need to be sure you can accept the worst case scenario. If you can't accept the loss, you are speculating or gambling, that's not the same.

This is where the problem exists with experiments like a college education of 4 years for x amount of money.

Where before the likelihood that such a bet would result in a decent job was pretty good, now that likelihood has gone down.

Not saying that university and higher degrees aren't useful, rather that they stopped having the almost universally positive result for many people.

The worst case scenario is coming true for many: spent 4 years of non-productivity, paid several 10's of thousands of dollar/ €/GBP and no chance of a job that pays enough to pay that back.

Totally agree