bet365 Play online games The new generation of artificial intelligence takes big data and machine learning technology as the core，The path of connectionism is implemented。This path has achieved huge success in the relatively closed data dense application Bet365 app download of the scene，But facing poor interpretability、Ethical alignment difficulties、Bottleneck problems such as weak cognitive reasoning ability。In order to solve these problems to a certain extent，inevitable involved in openness、Dynamic、portrayal of information in the real environment，and modeling of human reasoning and interpretation mechanisms。Forms can provide universal mechanisms that can provide knowledge representation and reasoning in inconsistent bet365 Play online games situations，and preference、Weight、Flexible combination mechanism for decision factors such as probability，Localization and modular semantic efficient computing mechanism，and explanatory mechanisms based on argument and dialogue。Organic combination formal argument and existing big data and machine learning technology，It is expected to break through the existing technical bottleneck to a certain extent，Promote the healthy development of a new generation of bet365 Play online games artificial intelligence。 

　　Keywords:A new generation of artificial intelligence cognitive reasoning ethics alignment interpretable form argument 

　　AuthorLiao Beishui，Professor of the School of Philosophy of Zhejiang University (Hangzhou 310058) 。