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ULTIMATE COMPUTING - Quantum Consciousness Studies

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10 Toward Ultimate Computing<br />

these systems “cellular automata.” Von Neumann described a “universal<br />

computer” automaton which could solve any problem if given sufficient area and<br />

time. Today, computer technologists are considering the profound advantages of<br />

implementing molecular scale automata (Milch, 1986).<br />

Edward Fredkin of Massachusetts Institute of Technology has considered<br />

multidimensional automata and the discreteness of time and matter. He argues<br />

that the universe is a cellular automaton whose “cells” are atomic and subatomic<br />

particles (Wright, 1985). The universe is made of information, Fredkin reasons.<br />

Cellular automata may be generalized “primordial computers” of which all other<br />

computers and complex systems are particular examples. Cellular automata in<br />

conformational states of cytoskeletal subunits could process biological<br />

information and be the substrate of consciousness.<br />

The current trend in computer design and artificial intelligence or “AI” is<br />

parallel connectedness, emulating the brain. Many types of problems can be<br />

solved by breaking them down into serial mathematical steps. Today’s electronic<br />

computers serially process very rapidly and can solve complex mathematical<br />

problems far faster than can humans alone. However qualitative functions which<br />

the brain performs naturally-recognizing patterns, or making judgments-are<br />

extremely difficult for computers. Consider the letter “a.” We recognize it<br />

automatically, in any typeface, in all but the worst handwriting. To our brains it’s<br />

simple, quick, obvious even if it’s missing. If we see, “Sally ‘red’ a newspaper,”<br />

we mentally insert the absent “a.” Computer/Al scientist Jerome Feldman (1985)<br />

cites the example of interpreting the statement “John threw a ball for charity.”<br />

The inherent ambiguities of this type of statement can be resolved in a highly<br />

parallel system in which multiple simultaneous interpretations are processed and<br />

evaluated. Hurling a sphere versus hosting a dance can be resolved by the<br />

qualifier “for charity” which is much more consistent with a dance than with a<br />

sphere. Human brains commonly resolve conflicts among differing drives or<br />

input, although failure to do so may cause psychiatric or emotional problems. At<br />

least according to science fiction, computers can suffer similar disturbances. In<br />

Arthur C. Clarke’s and Stanley Kubrick’s 2001: Space Odyssey and its sequel<br />

2010, the computer “Hal 9000” becomes psychotic because of conflicting<br />

instructions and reacts by killing the space voyagers because their mission was<br />

too important to be entrusted to them. The brain/mind can perform “cognitive”<br />

functions including resolution of conflict by “subcognitive” processes such as<br />

recognizing patterns, making assumptions and performing imaginative leaps. The<br />

net effect is consciousness: a collective effect of simpler processes.<br />

1.3 Collective Intelligence<br />

A collective phenomenon is more the product of, rather than the sum of, its<br />

parts, and has been explained by Cal Tech biophysicist John Hopfield (1982)<br />

whose “neural net” models are collective.<br />

Suppose you put two molecules in a box, every once in a while they<br />

collide and that’s an exciting event. ... If we’d put ten or even a<br />

thousand more molecules in the box all we’d get is more collisions.<br />

But if we put a billion billion molecules in the box, there is a new<br />

phenomenon-sound waves.

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