General Intelligence Mechanism Revelations of Research Approaches and Its Integration of Artificial Intelligence
As of now,a truly viable research approach for the core mechanism of artificial general intelligence in the sense of humanoid intelligence has not been established.However,it is clear from the information level,existing research approaches in artificial intelligence and their integration offer varying degrees of revelations into general intelligence mechanisms.The symbolic approach primarily involves the foundational machine mechanisms of artificial general intelligence,with revelations focusing on the indispensable role of symbolic representation and manipulation of human knowledge in artificial general intelligence.The connectionist approach provides crucial insights into the internal relations within intelligent agents in artificial intelligence,addressing the importance and limitations of the basis of explanative mechanisms and the gaps or limitations in their mechanistic foundations and interpretations based on internal structures.The behaviorist approach mainly revolve around interpretation and the specific relation mechanisms between it and explanation.The significant insight into integrated general intelligence mechanisms in artificial intelligence research approaches is the bidirectional cyclical understanding formed by the interplay of interpretation and explanation.
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