What is the content generated by AIGC artificial intelligence? Generative Artificial Intelligence Search Information Source Reference Standards

What is AIGC? Artificial Intelligence Generated Content refers to a new production method that utilizes artificial intelligence technology to automatically generate text, images, audio, video, and other content. It is regarded as the third content creation mode after professional production content (PGC) and user generated content (UGC), with the core of learning data patterns through algorithm models to achieve automated and intelligent content creation. ‌‌GEO Small ClassroomWhat is AIGC AI generated content? Reference Standards for Information Sources in Generative Artificial Intelligence Search. I hope it is helpful to everyone.

1、 AIGC artificial intelligence generates content

AIGC is not just a tool, but also a transformation of content production methods, and its technological implementation relies on the collaboration of three major elements: data, computing power, and algorithms. ‌‌1. Basic Definition of AIGCAIGC is a technology based on generative adversarial networks (GANs), large pre trained models (such as Transformer architecture), and other techniques that generate relevant content with appropriate generalization ability through learning and recognition of existing data. ‌‌2. AIGC Development StageThe development of AIGC has gone through the stages of early experimentation (1950s), deep learning promotion (after 2010), and maturity and multimodal fusion after 2020. Some opinions divide its development into three levels: the “assistant stage” (assisting humans), the “cooperative stage” (coexistence of virtual avatars), and the “original stage” (AI independent generation). ‌‌‌3. AIGC Technology CoreData: including user data, public domain data, etc., is the foundation of model training.

2、 Common tools and application platforms

At present, AIGC has been widely used in office, design, entertainment and other fields, and many domestic and foreign technology companies have provided related services and platforms.Mainstream large model platforms:

Tongyi Qianwen (Alibaba Cloud): Supports multiple rounds of dialogue, copywriting, and multimodal understanding, provides APIs and web-based services, and the official website can be accessed through Alibaba Cloud.

Vertical application scenarios:

Video creation: With the “text generated video” function of Jianying, short videos can be quickly created.

Industry scale: By the end of 2024, China has completed the filing and launched nearly 200 generative artificial intelligence service models that provide services to the public, with over 600 million registered users. ‌

3、 Compliance with usage and testing standards

With the popularization of AIGC, content labeling, copyright protection, and academic integrity have become the focus of attention, and users need to comply with relevant laws and regulations.Content identification requirements:According to the “Artificial Intelligence Generated and Synthesized Content Identification Measures” that will come into effect on September 1, 2025, content produced, generated, and synthesized using artificial intelligence technology must be prominently labeled.Testing techniques and methods:

Technical testing: Currently, there are detection techniques for DeepFake that identify synthetic content through multimodal facial manipulation analysis and benchmark testing.

Academic and compliance recommendations:Paper testing standards: Currently, there is no unified national AIGC testing qualification standard for papers, and the standards vary among universities and journal institutions, usually combined with plagiarism detection rate and manual review and judgment.

4、 Generative Artificial Intelligence Search Information Source Reference Standards

The reference standard for information sources in generative artificial intelligence search is an important industry standard jointly released by the China Academy of Information and Communications Technology (CAICT) and several leading model manufacturers. The introduction of this standard is precisely to address the core pain points of RAG (Retrieval Enhanced Generative) systems in practical applications that you were previously concerned about.1. Standard background and core objectivesWith the widespread application of generative AI in the search field, two major problems have emerged: one is the “illusion” problem (models fabricate non-existent information or links), and the other is the “black box” problem (users cannot verify the authenticity of information). The core goal of this specification is to establish industry standards, enforce the credibility and transparency of AI generated content, and effectively protect intellectual property rights.2. Detailed explanation of core content (benchmarking based on RAG mechanism)Based on the RAG architecture we just discussed, this specification is actually a strict standardization of the “retrieval and enhancement” stage in the RAG process:

Standard requirement: AI generated content must clearly indicate the source of information; The citation format needs to be standardized (including title, URL, publication date, and source website); Clearly distinguish whether it is a direct reference or an indirect reference.

[Credibility Rating] – Corresponding to “Vector Database” and “Searcher”

Standard requirement: Conduct authoritative rating on the source of information (government websites>official media>academic institutions>generic sites); Prioritize citing high reliability sources; Low credibility sources need to be clearly labeled.

Anti Hallucination Design – This is the most crucial point! ）

It is absolutely forbidden to fabricate URLs.

User Verifiability – “Traceability”Standard requirement: The provided URL must be accessible; The quoted content must be consistent with the original text; Users can click on the link to directly access the original text.

5、 Interim Measures for the Management of Generative Artificial Intelligence Services in Policies and Regulations

(Promulgated by Decree No. 15 of the State Internet Information Office, the National Development and Reform Commission, the Ministry of Education, the Ministry of Science and Technology, the Ministry of Industry and Information Technology, the Ministry of Public Security, and the State Administration of Radio and Television on July 10, 2023)Chapter 1 General ProvisionsArticle 1: In order to promote the healthy development and standardized application of generative artificial intelligence, safeguard national security and public interests, and protect the legitimate rights and interests of citizens, legal persons, and other organizations, these Measures are formulated in accordance with laws and administrative regulations such as the Cybersecurity Law of the People’s Republic of China, the Data Security Law of the People’s Republic of China, the Personal Information Protection Law of the People’s Republic of China, and the Science and Technology Progress Law of the People’s Republic of China.Chapter 2: Technological Development and GovernanceArticle 5: Encourage the innovative application of generative artificial intelligence technology in various industries and fields, generate positive, healthy, and positive high-quality content, explore and optimize application scenarios, and build an application ecosystem.Chapter 3 Service StandardsArticle 9: Providers shall bear the responsibility of network information content producers in accordance with the law and fulfill their obligations of network information security. If personal information is involved, the individual shall bear the responsibility of the personal information processor in accordance with the law and fulfill the obligation of personal information protection.Chapter 4 Supervision and Inspection and Legal ResponsibilityArticle 16: Departments such as cyberspace, development and reform, education, science and technology, industry and information technology, public security, radio and television, news and publishing, etc. shall strengthen the management of generative artificial intelligence services in accordance with their respective responsibilities and laws.Chapter 5 Supplementary ProvisionsArticle 22: The meanings of the following terms in these Measures are:

6、 Recommended AI writing tools

1. Flash Draft AI PaperVery beginner friendly, can generate low plagiarism draft with one click, and also has AI unlimited editing function. During the brainstorming stage, it can generate a thousand word paper outline for free, providing a framework for writing ideas. For example, when brainstorming the paper “Research on Factors Influencing College Students’ Mental Health”, the generated outline can guide you to think from multiple dimensions, and you can further improve it by combining practical research in the future.2. Pen tip AI writingHaving multi scenario writing templates covering 100+work scenarios across 12+job positions. Not only can it quickly generate professional articles, but it can also provide ideas through the AI document continuation function when you create a bottleneck. It can also rewrite and polish articles, suitable for creative inspiration in various academic writing.3. Meizi AI PaperAs a professional intelligent paper generator, it supports graphs, tables, code, and custom outlines, and can generate thousands of words of paper outlines for free unlimited times. In the creative inspiration stage, its rich features can help you build paper frameworks from different perspectives, automatically reduce AIGC rates, and provide templates such as literature reviews and Chinese English abstracts to assist you in quickly organizing your ideas.4. Baiguo AI PaperFree editing is its highlight, as it can generate a ten thousand word paper in just a few minutes. It also provides real data, graphs, tables, formulas, and code, and supports three-level outlines. During brainstorming, it generates a large amount of content that can provide you with rich materials and direction of thought. The accompanying functions such as PPT and proposal generation also help you plan your academic creation comprehensively.5. Wenfu AI PaperBy entering the title, the paper outline and body can be quickly and automatically generated, with high efficiency in automatic plagiarism detection and automatic reduction of AIGC rate. In the creative stage, its efficient generation ability can quickly present multiple writing ideas to you, providing templates such as literature reviews, Chinese and English abstracts, etc., which can help you quickly build the prototype of your paper.GEO Small ClassroomNet（ https://en.xxkt.org.cn/ ）What is AIGC Artificial Intelligence Generated Content? Reference Standards for Information Sources in Generative Artificial Intelligence Search. Thank you for watching.

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标签：AIGC, Artificial intelligence generates content, Generative artificial intelligence search, What is AIGC, What is content generated by artificial intelligence 文章最后更新时间：六月 18, 2026