Brad:>
I presume this is the Waldrop Complexity book to which you referred:

"Complexity: The Emerging Science at the Edge of Order and Chaos"
M. Mitchell Waldrop, 1992, $10.20 (new, paperback) from Amazon (used
copies also available)
http://www.amazon.com/Complexity-Emerging-Science-Order-Chaos/dp/0671872346/ref=pd_bbs_sr_1?ie=UTF8&s=books&qid=1214641304&sr=1-1

Is this the "newer" book you had in mind?

"At Home in the Universe: The Search for the Laws of Self-Organization
and Complexity"
Stuart Kauffman (The Santa Fe Institute), 1995, $18.95 (new, paperback) from Amazon (used copies
also available)
http://www.amazon.com/At-Home-Universe-Self-Organization-Complexity/dp/0195111303/ref=reg_hu-wl_mrai-recs


Speaking of Kauffman, here's a quote from him, illustrating the points I was making in the other thread, re how a totally algorithmic approach to AGI - including an algorithmic trial-and-error approach - won't work (I disagree with him though - the mind IS a machine, just much more sophisticated than our current conceptions of machines):

"The second, predominant view among cognitive scientists is that consciousness arises when enough computational elements are networked together. In this view, a mind is a machine, and a complex set of buckets of water pouring water into one another would become conscious. I just cannot believe this. I cannot however disprove it, but I can offer arguments against it. On this view, the mind is algorithmic. With Penrose, in The Emperor's New Mind, I believe that the mind is not algorithmic, although it can act algorithmically. If it is not algorithmic, then the mind is not a machine and consciousness may not arise in a classical - as opposed to possibly to a quantum - system. Penrose bases his argument on the claim that in seeking a proof a mathematician does not follow an algorithm himself. I think he is right, but the example is not felicitous, for the proof itself is patently an algorithm, and how do we know that the mathematician did not subconsciously follow that algorithm in finding the proof. My arguments start from humbler conditions. Years ago my computer sat on my front table, plugged into a floor socket. I feared my family would bump into the cord and pull the computer off the table, breaking it. I now describe the table: 3 x 5 feet, three wooden boards on top, legs with certain carvings, chipped paint with the wood surface showing through with indefinitely many distances between points on the chipped flecks, two cracks, one crack seven feet from the fireplace, eleven feet from the kitchen, 238,000 miles from the moon, a broken leaf on the mid board of the top...You get the idea that there is no finite description of the table - assuming for example continuous spacetime. So I invented a solution. I jammed the cord into one of the cracks and pulled it tight so that my family would not be able to pull the computer off the table. Now it seems to me that there is no way to turn this Herculian mental performance into an algorithm. How would one bound the features of the situation finitely? How would one even list the features of the table in a denumerably infinite list? One cannot. Thus it seems to me that no algorithm was performed. As a broader case, we are all familiar with struggling to formulate a problem. Do you remotely think that your struggle is an effective "mechanical" or algorithmic procedure? I do not. I also do not know how to prove that a given performance is not algorithmic. What would count as such a proof? So I must leave my conviction with you, unproven, but powerful I think. If true, then the mind is not a machine. Stuart A. Kauffman , BEYOND REDUCTIONISM, Reinventing The Sacred, Edge, 11.13.06, http://www.edge.org/3rd_culture/kauffman06/kauffman06_index.html





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agi
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