Current，People are strange to the ability of ChatGPT's oversized information and the ability to understand and reflect natural language，It is normal。But，Human -machine exchange under the level of science and technology，Not yet flexible and changeable human communication features。If the evolution of human intelligence and machine intelligence is compared，and imagine the integration of these two systems，We may have some new ideas for the development of the future。

　　bet365 Play online games Objectives or endowment are due

Comprehensive analysis, look at，ChatGPT's powerful language processing ability includes at least three mechanisms: First, the human -machine dialogue system built based on large language models，It has a model parameter of 100 billion yuan and passed the nearly covered corpus training，The result of the size and computing power of the model is shocking。Second, the enhanced learning mechanism of human -machine integration，Calculation logic or learning mechanism of the current language model，It is difficult to grasp the wealth of the human natural language behind the rich semantics.，The model determines Bet365 lotto review that the model must include parts of some artificial correction。Third, when the system is applied by hundreds of millions of users，The model can continue training and learning，Continuously enhanced the evolution process，further structural bifurcation and function upgrade may occur，This allows people to produce many hilarious expectations。

From this,，Chatgpt cannot bypass people's participation。The original committee，Tightly related to the endowment of machine intelligence and human intelligence，Related evolution paths that are intertwined with human mind and expansion。Both are systems that make a cognitive response to the complex world，and the subjective participation of people as the basic premise。

People are useful

No doubt，Human mind and the corresponding language generation process is a very distant and vague story。Today，We can no longer describe the scene of human use of the initial language，But you can imagine the initial language ability of human beings，It will inevitably contain some characteristics of human mental evolution: it must be agreed by complex mental activities such as the brain，and express it with the corresponding voice or symbols，Companion exchange also needs to form a consensus cognition and empathy process of the meaning of vocabulary，Human language and specific context are associated with the complexity and subjective characteristics bet365 Play online games of subsequent language evolution.。

Methods compared to human intelligent connected language，The language model of artificial intelligence understands the language is another road number，Make a large -scale feedback training and semantic network analysis of the correlation probability of each word，The relationship between the structure and semantics of the statement or text，But it is difficult to analyze the feelings of language subjects and the context of presenting language，This makes semantic interpretation may not be intended。So，ChatGPT's procedure in the language must be introduced in the procedure of the language must be introduced，Including manual correction, large -scale application and feedback，This is the complexity of human language in the complexity of human language。From this，In human -machine dialogue，Human -machine integrated intelligence can be a new path for humans to create more intelligent intelligence。

　　Social Brain: Scales and emergence

Modern Anthropology Research Discovery，Early human mind and language evolution are closely related to the increasingly complex relationship。When human communication and cooperative relationships are expanded outside the family, it is necessary to coordinate with strangers，It is necessary to formally or inform with the rules of various behavioral rules or the rules that interact with each other。When human bet365 Play online games social forms have evolved from the tribe to the country，People face their respective differences，To maintain each other's communication and form behavioral consensus，Abstract concepts that need to be able to summarize the characteristics of diversity things，to evoke empathy moral agreement and education。From this，The complexity of social life and the relationship between different forms，Social brain that has been promoted to adapt to large -scale collaborative relationships，The corresponding language form is more complicated。

Evaluate the evolution of artificial intelligence and language models from the perspective of human language evolution，As of now, it seems to have a relatively simple technical processing process，It is difficult to simulate the complex scene based on the evolution of human natural language，It is difficult to feel human rationality、Emotional and value preferences entangled with each other's behavior motivation and expression skills，It is difficult to experience the intuition formed by human beings through experience。But what can be determined is，The intelligent integration of human -machine integration requires human beings to use the power of machine intelligence，and synchronize evolution with it。So，With the development of ChatGPT，How will the human intelligent structure and endowment evolve further?

　　Transformation and upgrade of human intelligence pattern

Bet365 lotto review The development of human brain and artificial intelligence，All are the evolutionary process of continuously adapting and handling complex cognitive activities，In an internal emergence mechanism when it reaches a considerable scale, the function has leaps。The outside world and the heart of people have indispensable complexity，So human intelligence and artificial intelligence can be integrated with each other，Form a new intelligent form。

20 years ago，"Awakening of the Earth Brain -The Next Leap of Evolution" was released，Author Peter Russell emphasized，Every computer and mobile phone connected to each other in the Internet era，A node like the cerebral cortex neuron network，When the node of the interactive connection is more than 10 billion、After the number of 100 billion quantities，It may emerge to the whole consciousness belonging to the network，The so -called "Earth Brain Waking"。The inspiration of this statement is: the nature of the network as a whole and the nature of each unit，It will jump in qualitatively with the changes in the way of interacting with each other and the overall size.。

Actually，Human brain and various information processing equipment，All are units in the information network on the earth。The information communication of the human -machine has experienced different processes such as character interface or user interface，Although this communication bet365 Play online games is not smooth enough，But with the amazing information processing ability of ChatGPT，Human beings can obtain a large amount of information on the Internet anytime, anywhere，It indicates that the intelligent level of human beings will become fusion。

In the long history of intelligent evolution，Humans face an environment of lack of information，Smart is gradually taking shape on the basis of thin knowledge。But，Starting from the Internet era，Human enters the environment of abundant information，The bottleneck link of intelligent improvement no longer obtains knowledge，Instead, how to judge the value of knowledge and how to integrate the breakthrough point of detecting cognition，This determines the endowment and characteristics of human intelligence to have machine intelligence that is difficult to replace。Chatgpt appears，Is in the history of human evolution and tool、Turn point at the same level of language。The intelligent pattern of human society in the future will undergo fundamental changes，This is the undoubted trend。

So far，As a node as a broader intelligent network，Facing interpersonal、A new interactive pattern of human -machine，In what aspects and fields do we still maintain the unique intelligent value of human beings? In order to achieve the great co -conspiracy of human intelligence and machine intelligence deep integration，From now on，We should prepare for ahead。

(The author is a professor Bet365 lotto review at the Academic Journal Center of Beijing Institute of Technology)