ABSTRACT

As machines learn they may develop unforeseen strategies at rates that baffle their programmers. This chapter discusses the problems of control and communication in the living organism and the machine. This is the assumption that machines cannot possess any degree of originality. This frequently takes the form of a statement that nothing can come out of the machine which has not been put into it. It is true that in the time of Samuel Butler the available machines were far less hazardous than machines are today, for they involved only power, not a certain degree of thinking and communication. The present level of these learning machines is that they play a fair amateur game at chess but that in checkers they can show a marked superiority to the player who has programmed them after from 10 to 20 playing hours of working and indoctrination.