Tag Archives: intelligence

Other Opinions #48 – Intelligence Equals Isolation

http://tvtropes.org/pmwiki/pmwiki.php/Main/IntelligenceEqualsIsolation

Disclaimer: I don’t necessarily agree with or endorse everything that I link to. I link to things that are interesting and/or thought-provoking. Caveat lector.

If TV Tropes has a trope for literally everything, is anything really a trope anymore?

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Layering Abstractions: More on Intelligence

As I discussed on Monday, I believe the fundamental underlying characteristic of intelligence is the ability to perceive and discover patterns, but I want to go a bit deeper on the resulting layering of abstractions that result from this. We all use many layers of abstractions every day.

The first, obvious layer of abstractions is on top of the underlying reality of fundamental particles (electrons and quarks and leptons etc). This lets our brain recognize physical materials like water, plastic, hair, wood, metal, etc. These elements are just abstractions; the same underlying particles could, in fact be arranged into totally different materials, or even be plasma. Arguably this isn’t a mental abstraction so much as one forced on us by the methods we have with which to observe the world, but the net result is the same.

On top of this abstraction of materials, we have an abstraction of objects. Wood formed in a particular pattern isn’t just wood, but also forms a table, or a chair, or a door, or any of another hundred things. A particular quantity of water in a particular location isn’t just water; it’s a lake, or a river, or an ocean. We could describe what I’m typing on right now as just a complex combination of plastic, metal (mostly silicon) and various other minerals, but typically we just abstract away that detail and call it a computer keyboard.

And there are yet even more layers of abstractions. There are abstractions we impose explicitly when laying out the rules of a sport or a game, and there are abstractions we impose implicitly when laying out the rules of behaviour in polite society. There are even, perhaps, abstractions we construct of each other. The ideas of “village idiot”, or “class nerd” are themselves abstractions on the social roles we play, and can have substantial impacts on how we socialize.

Abstractions are all around us, layer upon layer, whether we acknowledge them or not.

Matching Patterns: The Nature of Intelligence

From the nature of the brain, through the nature of the mind, we now move on to the last of this particular triumvirate: the nature of intelligence.

A good definition of intelligence follows relatively cleanly from my previous two posts. Since the brain is a modelling subsystem of reality, it follows that some brains simply have more information-theoretic power than others. However, I believe that this is not the whole story. Certainly a strictly bigger brain will be able to store more complex abstractions (as a computer with more memory can do bigger computations), but the actual physical size of human brains is not strongly correlated with our individual intelligence (however you measure it).

Instead I posit the following: intelligence, roughly speaking, is related to the ability for the brain to match new patterns and derive new abstractions. This is information-theoretic compression in a sense. The more abstract and compact the ideas that one is able to reason with, the more powerful the models one is able to use.

The actual root of this ability is almost certainly structural with the brain somehow, but the exact mechanics are irrelevant. It is more important to note that the resulting stronger abstractions are not the cause of raw intelligence so much as an effect: the cause is the ability to take disparate data and factor out all the patterns, reducing it down to as close to raw Shannon entropy as possible.