Artificial Intelligence Call Popularization Exploring New
October 27, 2020 09:21 Source: "China Social Sciences", October 27, 2020, Issue 2034, Issue 2034

In recent years,Artificial Intelligence (AI) achieved brilliant results,Although it can help us handle some problems that need to be handled in order to handle intelligence,But it is far away from people's requirements,Therefore, it is difficult to say that artificial intelligence so far has really possessed human "intelligence"。Current,The development of artificial intelligence faces many bottlenecks,If there is a lack of common sense,、Symbol landing Questions、Framework Questions, etc.,The main reason is that the basic theory of artificial intelligence has not achieved major breakthroughs。From a deeper level,,It is the theoretical breakthrough of artificial intelligence in philosophy.,There is even the situation of "insufficient epistem supply supply"。To change this situation,Undoubtedly needs to be explorated by epistemology。

As far as the status quo of artificial intelligence,Various dedicated artificial intelligence shows the body in special fields。but,Can integrate various abilities,Like people, you can flexibly deal with the new situation、Treatment of open issues、Newly discovered newly created "General Artificial Intelligence" is still far away。One of the roots of which is the three paradigms of artificial intelligence that upholds different episodes。Symbolism artificial intelligence adheres to the rationalist epistemology,Associationist artificial intelligence bet365 best casino games adheres to empirical epistemology,Behaviorism Artificial Intelligence adheres to the theory of personal cognition。The perspective of separation has led to different functional pursuit and design direction and technology of developers,The division of their intelligence (human understanding)、Local simulation,Make artificial intelligence can only be limited to fragmented research and development status quo。The artificial intelligence that is divided into a certain sense is a specific product of confrontation with each other。With artificial intelligence towards a new era,Epidemic theory also needs to pass new exploration、New development to adapt to it。

Practical theory of exploration of the new under artificial intelligence,You can have the following expansion direction。

The first is the exploration of the study of conceptual concepts。Artificial Intelligence Age,The theory of epistemology needs to change the vague understanding of some related concepts,such as "intelligence", "consciousness", "emotion", "behavior", etc.。The reason why artificial intelligence appears to be divided、The phenomenon of each line,to a large extent due to the differences in the understanding of some core concepts,If you understand "intelligence" as different things,It is impossible to have a common pursuit in intelligent simulation,In the new episodes, if you can form a more thorough understanding of the conceptual phenomenon such as intelligence,The basic composition of cognition has reached a deeper grasp,You can provide the theoretical basis for fusion for artificial intelligence in different ways。For example,What is the basic unit in the research cognition and bet365 live casino games what is this unit,You can push the understanding of cognition to deepen。Only from the perspective of epistemology, we really understand how people use intelligence to understand the world and deal with the environment,It is possible to form artificial intelligence that truly "think like people" and "act like people",can be developed to develop higher form bet365 best casino games of artificial intelligence。

Second, the exploration of the process of understanding process research。The current epistemology is generally macro -episodes,The process of knowing people、The portrayal of intelligent activities is more abstract,Even new concepts are difficult to land for new ideas and methods that can directly enlighten artificial intelligence research。So,We need to get closer to specific cognitive and operable cognitive simulation through a certain degree of "medium viewing",This requires the new results achieved by specific science in the micro understanding,The description of the rough line description of the process of the past became more refined。If neuroscience、Cognitive Science、Psychology、A cutting -edge research of information science and artificial intelligence itself,Grasp the progress of the understanding stage in the process of understanding、Concerning form conversion、How to form the thinking content in the processing of information、The transmission and exchange of electrical signals in the brain and chemicals、changes in neural network topological diagrams。Especially artificial intelligence itself has the "mirror" effect of human intelligence,Through artificial intelligence,We can look at some micro mechanisms of our own bet365 live casino games thinking cognitive activities。For example,Different algorithms used through artificial intelligence treatment,different methods used by people in the process of cognition。Moderate abstraction of micro -mechanisms that cognitive or intelligent implementation,It can rise into a "interpretation of the central view" for the process of recognition and its mechanism。The "Middle viewing theory" formed at this level,Bridge between macro research and micro research,It can get rich nourishment directly from specific sciences,It can also be easier to "transform" after obtaining a new breakthrough in the theoretical exploration.。

Third is the exploration of the research of genre research。The paradigm fusion of artificial intelligence puts forward new needs for philosophical epistemology: integration of different episodes of "differences",Especially in rationalism、Experience、The integration of body cognition requires new breakthroughs。The above -mentioned theory of the above -mentioned theory of theory has its own lengths for revealing the mechanism and essence of the knowledge,But the limitations of their respective separate genres can not become the basis of the epistemming of the new generation bet365 best casino games of artificial intelligence。It can be said,At present, there is still a new perspective that can open up various episodes of epistemology and understanding forms,The limitations of epistemology have become one of the obstacles of artificial intelligence to obtain new breakthroughs。So,Seeking a new and fusion of epistemology to eliminate this obstacle,The inherent requirements of the further development of artificial intelligence。From a dedicated artificial intelligence to general artificial intelligence,From the base, the integration and integration of epistemology。If it can further realize rationalism、Experience and Personal Cognition,From this basis, the fusion of the three paradigms of artificial intelligence,It will help build a reasoning decision at the same time、Artificial Intelligence System of Autonomous Learning and Adapt to Environmental Characteristics,Make high -level cognitive capabilities and low -level cognitive capabilities gather in the same system,Artificial intelligence can take a big step forward。

Fourth is the exploration of the essence and mechanism of the knowledge。Current,Different schools of artificial intelligence have formed different views on the essence of intelligence or knowledge。These views actually describe the essence of intelligence or recognition from different dimensions,Their inspiration of epistemology The research on new problems,Especially for some important concepts and categories。such as data、Information、Discipline、Calculation、Algorithm、Neural network connection weight、parallel treatment, etc.,They provide a new revelation for the essence of explanation。Epidemic exploration needs to be further integrated and promoted to these issues,Especially to explore how they respond to reaction、Knowledge、Sensory、rational、Symbols and other traditional epistemology concepts embedded with each other,with a view。An overall requirement for this kind of exploring is,Cognitive research can no longer be the essence of sophisticated understanding as before,bet365 live casino games On the basis of increasingly diverse localized achievements,Gaojujian Jianye's knowledge,and go towards the consensus understanding of the essence of understanding,Lay the foundation of epistemology for the artificial intelligence of the new form。

Fifth is the exploration of the human -machine fusion cognitive mechanism。Because the advanced form of artificial intelligence is to move towards human -computer integration,So adapt to it、The epistemology for its need should also be the concept of human -machine integration。The concepts of "human -machine recognition", "human -machine interaction cognition", "human -machine symbiotic intelligence" and other concepts have expanded the field of vision for this integration。This integration is a kind of upgrade that is not only a knowledge of artificial intelligence as a tool aid,It is also a avoidance of the understanding of its alternative people,It has the reality of advantages and disadvantages based on human -machine,Strive to achieve complementarity through human -machine cooperation,The intelligent machine that forms stronger people who are separate and separate and belong to human beings。At this time, we need not the epistemology between human -machine,but further deep fusion,That is, the intelligent machine intelligence is more effective、Organic incorporation into the human -machine fusion system。

The above analysis indicates,Philosophy Practice is the basis bet365 best casino games of artificial intelligence。How far can the epistemology go,How far can you go to artificial intelligence。In this sense,We only have to keep constantly exploration of epistemology,can artificial intelligence Bet365 app download go further、More smoothly。

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