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Logical Methods for Testing the Effectiveness of Artificial Intelligence Prototypes

Perhaps the most famous test ofresults of the use of the axioms and
artificial intelligence is the Turingtheorems present in the brain.
test, elaborated in 1950. As part of hisBehaviorism sees every decision made by
argument Turing put forward the idea ofthe mind as the choice of one
an 'imitation game', in which a humanalternative over another, where the
being and a computer would bepreferred output is the response that
interrogated under conditions where thehas repeatedly been followed by a
interrogator would not know which wasreinforcing stimulus.We can see now that
which, the communication being entirelya method that would test the
by textual messages. Turing argued thateffectiveness of such a machine would be
if the interrogator could notentirely based on a chosen
distinguish them by questioning, then itinterpretation of the mind. Moreover,
would be unreasonable not to call thenot only the test should be based on
computer intelligent.There are severalthis interpretation, but also the whole
ways of interpreting and discussing theway the machine is built. It is obvious
Turing test, which in effect all lead tothat the Turing test is entirely based
the discussing of some key philosophicalon functionalism because the way
views on the mind. Considering the mindcomputers were built, especially in the
as an input-output device with thebeginning was based on
exterior world, the four mainfunctionalism.Nevertheless, the Turing
metaphysical takes on the mind wouldtest has been severely criticized,
have four different views of how theespecially by logicians. There has even
decision of choosing an appropriatebeen invented a counter-test, or
output to a given input is mediated. Theexperiment to prove its lack of
dualistic view on the mind would see asvalidity. This test, the Chinese Room
responsible for this mediation the rightExperiment, developed by John Searle has
conscious experiences, the mind-brainthe main quality that assumes the
identity theory would name the rightpremises of the Turing test, namely that
neurophysiological mechanisms,the human mind works according to theory
functionalism the right procedures whilethat it has built in. Shortly, the test
the behaviorist would not identify any.says that an English native speaker that
Accordingly, these four views would viewhas no knowledge of Chinese, is locked
the mental processes asin a room and given a set of
phenomenological, neurophysiological,instructions and then two batches of
computational, while the behavioristChinese writings.When the third one is
would see the mind as lacking anygiven, he is able to correlate one set
processes but just having qualitiesof formal symbols to another set of
resulted from behavioralformal symbols and thus, using the
dispositions.What these four views staterules, he is able to give back certain
effectively about the way the mind workssorts of Chinese symbols with certain
can be explained in an easier way, assorts of shapes in response to certain
follows. The dualistic view implies asorts of shapes given him in the third
certain awareness of the self, of thebatch. Thus, the person would be able to
past experiences and is probably thecommunicate in Chinese, and convince the
closest to imply a freedom of choice.interviewer of his abilities, without
The mind-brain identity sees the mindactually knowing any word of Chinese. He
and the brain as a whole and as the onlyproduces the answers by manipulating
defining element of humans. All theuninterpreted formal symbols, but as far
processes of thinking can be explainedas the Chinese is concerned, he simply
through chemical and biologicalbehaves like a computer; he performs
reactions. Functionalism is the closestcomputational operations on formally
to the Turing test and to the most basicspecified elements. For the purposes of
way we perceive computers. It statesChinese, he is simply an instantiation
that the mind acts as an axiomaticof the computer program.
system and all the outputs are given as



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