Mary Catherine Bateson: Systems Thinker
edge.org
edge.org
For what it’s worth, Bateson just passed away this year. She’d had a fascinating life, living and working in many vastly different cultures and countries since childhood. As a literary work, “Peripheral Visions” is a little discombobulated, but it’s a fun read just to see all the perspectives and lenses she’d adopted over the years.
To expand on 'out of date' - systems thinking is centred around command and control, IIRC it came out of Cybernetics ala Norbert Weiner, Ashby and others. The command and control angle is based on the assumption that with enough information any system can be mapped, predicted and controlled. Whilst not wrong, it excludes another type of system which is truly complex and precludes mapping and prediction by the fact there are either/all too many variables to model or the very act of measuring or acting changes the system or the agents of the system can change the rules of the system.
These systems are deemed by the sense-making community to be Complex Adaptive Systems or Anthro-Complex (specifically for human systems). To approach these systems you have to become comfortable with uncertainty and re-arrange your thoughts on cause-and-effect, which is a whole new world view for many of us in software.
https://cynefin.io/ is great resource, Dave Snowden is a big name in naturalising sense-making and these broader views of complexity.
Cybernetics originated in engineering and mathematics so it makes sense that it would be concerned with control as we tend to explicitly limit and constrain complexity in order to control and predict our systems - ML being the first notable counter-example. Systems theory started out in biology and ecosystems so AFAIK it never held that complex systems could be either fully known (total knowledge of the state), or truly controlled.
Daniel Schmachtenberger is also working in the field of sensemaking so his talks and writing may be of interest to you - https://civilizationemerging.com/about/ (& lots of talks on YouTube).
Thanks for the additional info! Interesting to hear. I will check out Daniel Schmachtenberger.
I think there's a subtle distinction between control and influence - control is trying to get to a specific end goal, and influence is trying to improve on the current state incrementally. Giving up control is accepting that no matter how much you want it to, you can't make a river flow uphill; not all system states are stable and viable, you need to find an attractor state (and an incremental path to get there) that is desirable. This inherently involves experimentation and iteration - creating a hypothetical model of the system, attempting an intervention, seeing if your hypothesis held up and the new state is what you expected. It's an interactive approach to change rather than one you can declare by authority alone.
You can't control complex systems—heck, you can barely dance with them!—but still, we must find ways of working with them as effectively as possible. This is the only way we'll make real progress on the wicked problems of our time.
It is too superficial for me to be useful. I have books from Gerald Weinberg and John Sterman on my to-read list.
I used this modeling approach quite a bit for a few years - my struggle was trying to quantify casual relationships. This is non-trivial (in so many different fields), which makes it really hard to have a reliable System Dynamics model.
Let us take cybernetics as an example, we began with 1st order cybernetics (command and control), then moved on to 2nd order cybernetics, and now we are moving towards 3rd order and 4th order cybernetics.
Similarly for systems thinking, we had the "hard approaches" to systems thinking which viewed the system as "out there" (i.e Cybernetics) then it evolved into 'soft systems' approaches.
We have seen a shift from functionalist approaches, to interpretive then emancipating and now post-modern approaches. We are moving towards ethics, aesthetics, perception, eco-systems etc.
Complex Adaptive systems that Snowden writes about is a subset of these systemtic approaches. Put another way, yes there are some approaches to systems thinking which may be 'dated' (i.e Hard systems), there is quite a bit that is very relevant today.
[0] Here is some of my writing on this subject:
https://www.notion.so/zyelabs/Systemic-Approaches-HN-0d22752...
Edit: Quote from the paper attached in the link above.
"The VSM & Cybernetics was heavily influenced by Claude Shannon's discovery of information theory. The 10th theorem of Shannon is the basis for the law of requisite variety. Further the lines drawn within the VSM could be regarded as the communication channels."
How to Be a Systems Thinker - https://news.ycombinator.com/item?id=16835741 - April 2018 (82 comments)