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The idea of the 3 levels really resonated with the ideas in "Bernoulli's Fallacy" as well. Right now we are seeing a resurgence of Bayesian reasoning across all fields that deal with data and statistical reasoning. I think many errors of modern civilization were caused by people at a level 2 understanding attempting to operationalize their knowledge for others at level 1.

We need it to become much more common to operate at level 3, especially in fields like enterprise software development.



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