Advances in Computers, Vol. 6 by Franz L. Alt, Morris Rubinoff

By Franz L. Alt, Morris Rubinoff

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Aeeoc. Computing Machinery 10, 161-162 (1963). 7. , Toward the establishment of a computer baaed cleseiflcetion system for scientific documentation. Rept. No. , Santa Monica, California (February 1964). 8. Bourne, C. , Methods of Information Hadling. Wiley, New York, 1963. 9. Cleverdon, C. ,The evaluation of systems used in information retrieval. 28 INFORMATION RETRIEVAL Proc. Intern. Sci. Inform. Vol. 1,pp. 687-698. Nat. Acad. -Natl. Res. , 1959. 10. Cleverdon, C. , Report on the testing and analysis of an investigation into the comparative efficiency of indexing systems.

A similm point was made by a speaker during the meetings reported in a recent IEEE 33 IRVING JOHN GOOD publication [ I ] , but I do not know whether this point appeared in the published report. ” It is true that it would be uneconomical to build a machine capable only of ordinary intellectual attainments, but it seems fairly probable that if this could be done then, at double the oost, the machine oould exhibit ultr&ntelligence. Since we are concerned with the economical construction of an ultraintelligent machine, i t is necessary to consider &st what such a machine would be worth.

31 33 37 40 43 54 I4 I7 78 80 83 1. Introduction The survival of man depends on the early construction of an ultraintelligent machine. I n order to design an ultraintelligent machine we need to understand more about the human brain or human thought or both. I n the following pages an attempt is made to take more of the magic out of the brain by means of a “subassembly” theory, which is a modification of Hebb’s famous speculative cell-assembly theory. My belief is that the first ultraintelligent machine is most likely to incorporate vast artificial neural circuitry, and that its behavior will be partly explicable in terms of the subassembly theory.

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