ON THE POSSIBILITY OF HYBRID ARTIFICIAL INTELLIGENCE
Dmitriy Vladimirovich Vinnik
Financial University under the Government of the Russian Federation, 49 Leningradsky Prospekt, 125993, Moscow, Russia
Keywords: artificial intelligence, connectionism, cognitive functions, cognitivism, emergentism, perceptron, emotions, mind, reflection, intentionality, self-awareness, consciousness
Abstract
An article considers strong artificial intelligence as an opportunity to create an artificial personality. It is argued that radical connectionism is false and unacceptable for these purposes. The brain has a hybrid computational nature - in addition to self-learning cirquits, it contains algorithmic procedures. An evolutionary argument is put forward against the effectiveness of neural network modeling. The question is raised about the need to verify the quantum brain hypothesis in order to clarify the physical limitations of modeling. The question is raised about the acceptability of phenomenological knowledge. It is argued that Aristotle's trinitarian personality architecture reflects the fundamental structure of personality at a phenomenal level. The interpretation of emotions as an analogue form of representation is proposed. It is concluded that if an artificial personality as an adequate model can be built, then it can be created as a hybrid multi-agent system. Individual modules and entire levels may be analog, others digital; some systems can self-learn, others can function according to algorithmic rules and specific mathematical functions.
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