In the previous post, I talked about what mental models are and how important they are to your thinking. As we delve deeper into refactored thinking, mental models are going to become crucial in understanding and implementing the process of refactoring your thoughts.
Mental Model Pitfalls:
First I want to talk about a few pitfalls that are common with mental models of any kind.
There is a tendency of humans to want to simplify things in order to understand them better, but sometimes this simplification is over the top and we end up with a dumbed down model. There are two fallacies that are direct descendants of this tendency.
The first one I call the Single Model Fallacy, and it’s something that plagued me for a long time. The single model fallacy is very simply the tendency for wanting to explain everything with the same model. This is not really anything new, as science has been pushing the idea that there is a single unifying theory that explains everything.
We see the same thing in areas like psychology, where different models of therapy from Freud to Skinner tried to explain human behavior and every single one of them claimed that their model was the right model. I subscribed to this view for way too long, trying desperately to come up with a single unifying theory for why we act the way we do.
It wasn’t until I read this quote from Charlie Munger (Warrant Buffett’s partner and a millionaire in his own right) that I started to see my own faulty thinking. Mr. Munger claims that all you really need to make a decision is a “latticework of mental models” from various disciplines:
“You’ve got to have models in your head. And you’ve got to array your experience—both vicarious and direct—on this latticework of models. You may have noticed students who just try to remember and pound back what is remembered. Well, they fail in school and in life. You’ve got to hang experience on a latticework of models in your head”. –Charlie Munger (Wordly Wisdom)
The second one, I call Model Reduction and Mapping, and it’s the idea of reducing something new that you don’t know so that it maps into an existing set of concepts in your mind which you already know and understand.
When you’re learning new concepts and ideas, you tend to try and make sense of them from a frame of reference that you already know. For example if you’re studying physics, you will try and map the concepts you learn onto their math counterparts (speed is the a derivative of distance and acceleration is a derivative of speed) This helps you integrate your learning and refactor your thoughts so you understand things better.
There’s an inherent danger to this reduction. It prevents you from learning new things. If you’re always trying to map new concepts into existing concepts, you never learn new things and your view of the world tends to collapse rather than expand.
Ideologies, cults and religions, have an inherent (and secret I might add) interest in teaching you how to reduce and map new concepts into its existing set of beliefs. They use techniques such as relabeling, and reframing to make it seem like every new idea is something that you already know about if you study their stuff. The collapsing effect is absolutely necessary in order to keep people mentally “chained” to them.
How do you prevent this from happening?
The first step is to allow any new material to fit into its own box in your mind and let it simmer there until you’ve had the time to look it over and refactor it into either an existing model, or under its own category.
As far as the single model fallacy, it’s important to understand that the world as we know it is a far more complicated system that we make it out to be. It might be decades before theoretical physicists even agree on a unifying model of the world if they even get there. Human behavior is another very complex process to fully comprehend. Until then, we have plenty of available models to explain it and to influence it. Don’t stick to just one!