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Emergent Systems Working Group

June 18, 2003
Doug Blank
Intelligence and Emergence

Speaker's Notes

Additions, revisions, extensions are encouraged in the Forum and/or at emergent.brynmawr.edu

A Definition of Intelligence to Fit Emergent Intelligence:

First, a simple version:

intelligence - a measure of the sophistication of a system's behavior

But then, how do we define "sophisticated behavior"? Isn't that just intelligence in different terms? How could we have a specific method of measure this sophistication?

What if we used model building as the measure of sophistication? That would give us:

intelligence - the measure of the complexity of a model that sufficiently explains a system's behavior

Of course, that leaves "complexity" undefined, but it seems like we're getting somewhere. I'm thinking that models that involve notions like "memory", "variable", "plan", "analogy", "representation", etc. would have a high measure. Models that use "lookup table", "randomness", "stimulus-response", "search tree", etc. might have a lower measure.

But, this all depends on the context. For example, if the lookup table were large enough, it might be very sophisticated. So, we'll add the idea of context to our definition:

intelligence - the measure of the complexity of a model that sufficiently explains a system's behavior in a given context

You could have a variation so you wouldn't actually need to build a complete model:

intelligence - the measure of the complexity of the concepts one must invoke in order to sufficiently explain the behavior of a system in a given context.


Participants for June 18, 2003: To be transcribed. See the Emergenaut's Participant List for 2002-03 for contact information.





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