Follow the advantages and disadvantages of artificial intelligence generation content
April 18, 2023 16:16 Source: "China Social Sciences", April 18, 2023, Issue 2633 Author: Zhang Jiefan

In recent years,With the large steps of artificial intelligence, moving forward,Volkswagen also continuously enjoys richer diversity、Personalized Technical Bonus。Artificial Intelligence Generation Content (AI Generated Content,AIGC) Refers to the use of artificial intelligence algorithms、Natural Language Treatment (NLP)、Computer vision (CV) and other methods,Automatically generate text、Image、Audio and other media forms of various media forms,To meet the user's personalized needs。AIGC's development and application,At the same time, it also makes us face some new challenges。Follow the advantages and disadvantages of AIGC,It helps us to treat such new technologies carefully,to better cope with challenges。

bet365 Play online games  

August 2022,The painting generated by artificial intelligence "Space Opera" won the first prize in the art competition of the Colorado Expo,It has aroused the attention of AIGC from all walks of life。At the end of November 2022,Language Model for Dialogue ChatGPT online,The number of global users worldwide within two months will exceed 100 million。In the dialogue,Chatgpt can answer user questions、Acknowledge the error、Questions that are incorrect,Even design experiments、Write the manuscript。This model is the representative results of AIGC,Not only does it get outstanding communication effect,It also has a profound impact bet365 Play online games on scientific research and social production and life。Whether it is painting or dialogue AIGC technology,All ushered in the practice of users' hunting,And extend to all areas of life。It is thought to have a point of view,AIGC will have a significant impact on daily applications,The capabilities of high -quality information brought about by high -quality information have saved time and resources,It can obviously assist visual communication and image development。

It is worth noting that,AIGC can not only provide drawing or dialogue functions,but containing rich modes,Commonly supported by multiple types of technology models。As a basic training model framework,Self -regression Model (ARM)、Change the division self -encoder (VAE)、Generating Format Network (GAN)、Compared with language image pre -training model (CLIP)、Stream Model (FBM)、diffusion model (DM), etc., respectively bear different functions and highlights,to achieve text creation、Audio creation、Video creation、Audio creation、3D creation、Game development, etc.,and gradually show multi -mode expansion。Take ChatGPT as an example,It is a typical text generation class model,Chat robot、Artificial intelligence creator、search engine、Virtual Assistant、Language translation and other functions in one body。While generating content,It can intelligently match the user's values ​​and thinking mode,This is the result of the training from "Reinforcement Model of Human Fedback" (RLHF) training。From this we can see,AIGC although a highly integrated intelligent strategy,But still built on the interaction of machines and humans。

Putting convenience 

bet365 best casino games AIGC is connecting the body、Technology、Scene、The production form of the relationship,This fine recognition combines body characteristics、Life Context、Art creation、Industrial production and commercial marketing,Its application scenarios are constantly expanding,presents intelligent interaction with the external environment。Many professionals say,AIGC is "Following Professional Production Content (PGC)、New content creation method after user production content (UGC),Breakout that it can be produced by the number and speed that it is difficult for humans to complete it alone,Allows to a great degree of consistency and accuracy "。

From a narrow perspective,AIGC reshaped daily life,Create a novel experience that resonates with personal experience。It innovated the production track,Integration of massive data and composition,Added the immersion experience of the body,Improving the speed and quality of the data output。and,It can start from various media forms,Reform the existing information production order and structure,Realize the sharing and integration of industry resources。With the reduction of the calculation cost and the continuous open source of the model with various models,AIGC is entering more industries,Show the growth of the multi -modal state,It is constantly incorporated into people’s daily life。

From the perspective of general,,AIGC's promotion and application is actually another form of social reproduction in the technology field in the digital background.。The reproduction of Marx said,Regeneration of people and life、Regeneration of social relations,and the reproduction of the bet365 Play online games entire nature。These are in the background of digitalization,Facing digital transformation。For example,During the production of AIGC,Some personal production units are being gradually replaced,Instead of technology、Industry、The form of social units that cooperate with talents。In this process,Related industries will continue to be shuffled。As Marx said,"How about the social form of the production process,It must be continuous,or,It must go through the same stage of the same stage。A society cannot stop consumption,Similarly,It cannot stop production "。This time,Simple reproduction of early PGC,It has also moved to the expansion of AIGC's expansion of reproduction。

Copy challenge 

AIGC while promoting the improvement of production efficiency,It also makes us face some new problems and challenges。Perhaps,In the near future,AIGC will occupy Volkswagen's electronic terminal screen without pervasion。This diffusion process is silent,and make many people a molecule for hunting and carnival。In this process,Text、The production direction of various contents such as images and other content is simplified、Customized,AIGC becomes one -click packaging、Convenience tools for renovation,and hunting the sense of joy may cover people's privacy behind technology、Ethics、Follow the algorithm bias。and,Based on this fresh experience,Even if AIGC is wrong or it is not accurate enough (such as,Openai's official website has a description of the results of "seemingly reasonable but ridiculous" of ChatGPT),Many people will also show great tolerance and teasing and acceptance。This may reduce the standard bet365 Play online games for technical test,At the same time, it will also lead to the decline in transparency in professional creation and the leak of research results。During this time when ChatGPT became popular,About thesis writing、Exam Answers、Poor dialogue and other records are countless。plus,In a digital society with different levels of media literacy,Such complicated content authenticity cannot be verified,Rumors and copyright infringement issues can not be held accountable,A large number of rumors and copyright infringement are easy to live because of this。On this level,AIGC exists in many difficult alienation trends。

At the same time,At present, the application of AIGC still has instability,This is reflected in the quality and accuracy of the generating content.。Some researchers pointed out,Although artificial intelligence has the potential scientific text that is as accurate as human written content,But there is still a gap in depth and overall quality,It is more likely to include errors in language redundancy and factual problems。This situation also exists in other AIGC fields。and,Under the intersection of self -presentation with users,"One -click conversion" and "instant session" and other short production chains have optimized the user experience,To a certain extent, the user's dependence on the platform,Stimulate social sharing desire,But at the same time, it also increased the possibility of "fun judgment" that Pierre Bourdieu said。End of the hunting carnival、When the technical background is temporarily lost,In the digital platform, few people correct the separation left by the technology。Not only that,bet365 Play online games AIGC's boundary distinction between visual impact and moral ethics is still unclear,This may also bring some problems。On the one hand,This may lead to unavoidable values ​​deviation; on the other hand,This may also cause the real outer edge of the visual environment to become more blurred。Under the development of AIGC,Walter Bendix Schoenflies Benjamin)。

other,As far as the technical foundation of AIGC itself,As far as the technical foundation of AIGC itself,To be built above the real data。but,It is still impossible to ensure the security of the data and the protection of personal privacy during the training process。and see now,AIGC's appearance has been recognized by the industrial and commercial community,But still in the test stage。With phenomenal publicity and fission spread of social media,AIGC can be promoted。Its content production types are single (concentrated in the field of text and image)、Insufficient user viscosity ("Young Taste" is easy to lose)、Fragmentation in the production field (lack of integration in graphic separation),All need to be overcome and improved in subsequent applications。

Overall,AIGC's development issues are behind the relationship between technology and humans。Whether it is ChatGPT or artificial intelligence painting,To see the development of technology accompanied by the medium、changes in value and human survival。Artificial intelligence as a technology,Affordable economy、Social and other functions,Its "extension" and "interception" or cannot be avoided。but but,The initiative of a person is still useful。When new technology runs through human beings from text、Print and then electronic、The development stage Bet365 app download of network communication is always,and build countless media -based survival rules,We should see the gains and losses in it。More importantly,We should be vigilant、Grasp the ethics、Hope Hope。

(Author Unit: Renmin University of China School of Journalism、Institute of International Society, University of Rotterdam Inthaasms, the Netherlands) 

Editor in charge: Zhang Jing
QR code icons 2.jpg
Key recommendation
The latest article
Graphics
bet365 live casino games

Friendship link:

Website filing number: Jinggong.com Anmi 11010502030146 Ministry of Industry and Information Technology:

All rights reserved by China Social Sciences Magazine shall not be reprinted and used without permission

General Editor Email: zzszbj@126.com This website contact information: 010-85886809 Address: 11-12, Building 1, Building 1, No. 15, Guanghua Road, Chaoyang District, Beijing: 100026