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As I will describe in more detail later, one of the ways that complex systems age is by becoming more complex. This increase in complexity is unavoidable and is in the nature of system aging. It can be slowed and rationalized, but the direction can’t be changed except locally. Even when local simplification is optimized, other parts of the system become less than optimal.
One of the results of increasing complexity is increasing uncertainty. Uncertainty is not the same thing as risk. A risk is a measure of the likelihood that something will happen. A roulette wheel allows the calculation of risk, and risk is something associated with systems that are machine-like.
You can’t calculate the probability of an uncertainty, even though people keep trying to do just that (think about the Fukushima nuclear accident). There are automatic and unavoidable unintended consequences to using risk calculation as a proxy for real uncertainty. We are largely oblivious to this reality.
Adding to this, because imperfect cycling is built into every complex system, even when things seem to be going smoothly, they are always a little off and get more off as time goes on.