Models aren't Optional
I came across the The Good Regulator theorem (1970) by Roger Conant and Ross Ashby. It is stated “Every Good Regulator of a system must be a model of that system”.
the theorem shows that, in a very wide class (specified in the proof of the theorem), success in regulation implies that a sufficiently similar model must have been built, whether it was done explicitly, or simply developed as the regulator was improved. Thus the would-be model-maker now has a rigorous theorem to justify his work.
I don’t really follow the proof, but I think it’s definitely true that to regulate something well, you need a good model of that something.
Source: http://falkenblog.blogspot.com/2013/06/models-arent-optional.html
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