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Logical Methods for Testing the Effectiveness of Artificial Intelligence Prototypes

Perhaps the most famous test of artificialoutputs are given as results of the use of
intelligence is the Turing test, elaboratedthe axioms and theorems present in the brain.
in 1950. As part of his argument Turing putBehaviorism sees every decision made by the
forward the idea of an 'imitation game', inmind as the choice of one alternative over
which a human being and a computer would beanother, where the preferred output is the
interrogated under conditions where theresponse that has repeatedly been followed by
interrogator would not know which was which,a reinforcing stimulus.We can see now that a
the communication being entirely by textualmethod that would test the effectiveness of
messages. Turing argued that if thesuch a machine would be entirely based on a
interrogator could not distinguish them bychosen interpretation of the mind. Moreover,
questioning, then it would be unreasonablenot only the test should be based on this
not to call the computer intelligent.Thereinterpretation, but also the whole way the
are several ways of interpreting andmachine is built. It is obvious that the
discussing the Turing test, which in effectTuring test is entirely based on
all lead to the discussing of some keyfunctionalism because the way computers were
philosophical views on the mind. Consideringbuilt, especially in the beginning was based
the mind as an input-output device with theon functionalism.Nevertheless, the Turing
exterior world, the four main metaphysicaltest has been severely criticized, especially
takes on the mind would have four differentby logicians. There has even been invented a
views of how the decision of choosing ancounter-test, or experiment to prove its lack
appropriate output to a given input isof validity. This test, the Chinese Room
mediated. The dualistic view on the mindExperiment, developed by John Searle has the
would see as responsible for this mediationmain quality that assumes the premises of the
the right conscious experiences, theTuring test, namely that the human mind works
mind-brain identity theory would name theaccording to theory that it has built in.
right neurophysiological mechanisms,Shortly, the test says that an English native
functionalism the right procedures while thespeaker that has no knowledge of Chinese, is
behaviorist would not identify any.locked in a room and given a set of
Accordingly, these four views would view theinstructions and then two batches of Chinese
mental processes as phenomenological,writings.When the third one is given, he is
neurophysiological, computational, while theable to correlate one set of formal symbols
behaviorist would see the mind as lacking anyto another set of formal symbols and thus,
processes but just having qualities resultedusing the rules, he is able to give back
from behavioral dispositions.What these fourcertain sorts of Chinese symbols with certain
views state effectively about the way thesorts of shapes in response to certain sorts
mind works can be explained in an easier way,of shapes given him in the third batch. Thus,
as follows. The dualistic view implies athe person would be able to communicate in
certain awareness of the self, of the pastChinese, and convince the interviewer of his
experiences and is probably the closest toabilities, without actually knowing any word
imply a freedom of choice. The mind-brainof Chinese. He produces the answers by
identity sees the mind and the brain as amanipulating uninterpreted formal symbols,
whole and as the only defining element ofbut as far as the Chinese is concerned, he
humans. All the processes of thinking can besimply behaves like a computer; he performs
explained through chemical and biologicalcomputational operations on formally
reactions. Functionalism is the closest tospecified elements. For the purposes of
the Turing test and to the most basic way weChinese, he is simply an instantiation of the
perceive computers. It states that the mindcomputer program.
acts as an axiomatic system and all the



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