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The territory, the map, and the cartographer each belong in entirely different categories. Yet, we tend to confuse them with each other The thing, the abstraction that captures an actionable aspect of the thing, and the intelligence that is capable of generating new abstractions
In particular, don't confuse a model and the ability to produce new models. Humans excel at operationalizing the abstractions they invent into highly effective machines, but so far our machines have close to zero ability to generate abstractions of their own
A road takes you from A to B, but a road-building company takes you from anywhere to anywhere else. An operationalized abstraction solves the task for which it was designed, but intelligence -- the ability to produce abstractions -- can solve arbitrary tasks
The difference is akin to the gap between drawing cartoon characters and creating new lifeforms
And our models often drift, detailing a ghost, as opposed to the ever-shifting territory
Don’t confuse a trained model 
w/ DNA that encodes how to initialize it. Don’t confuse nucleotides 
w/ the epigenetic environment that compiles it. Don’t confuse biology w/ the universe that created it.
Don’t confuse hardware w/ software.
Don’t confuse self with non-self
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