This is one of the most important essays I've read in quite some time.  The author's 
how to think real good explains exactly 
why a praxeological approach is required to achieve real AI.  This has made me realize praxeology 
is the first metacognitive model -- it's synthesis of methodological dualism in response to Mises' brother's monism was 
my bridge to metarationality.  His thoughts on 
boomeritis really hit home for me.  The passage therein is quite apt:
Our actions are called forth spontaneously by the situation we find ourselves inβnot rationally planned in advance.
The impossibility of socialist planning is simply a specific case of the impossibility of the frame problem.
Which means prices are the solution to 
AI too.  Rather than attempt to find a closed form solution, build an ordinal mapping of preferences and rank (prices).
Action is driven by perception, not plans.
This is 
literally the action axiom.