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Pang Pei proposes the "AI Cognitive Index (AICI)" theoretical framework, pioneering the redefinition of national and business competitiveness through "Cognitive GDP"

When the industrial era measured national power by resources and the internet era valued attention through traffic, the AI era is giving rise to a new metric—Cognitive GDP.

Pang Pei, a member of the Cultural Committee of the Central Committee of the China Zhi Gong Party and Dean of the China Central News GEO Research Institute, recently formally introduced this concept and incorporated it into his newly constructed "AI Cognitive Index (AICI)" theoretical system. He points out that when the fate of a country, enterprise, or individual increasingly depends on whether it can be accurately recognized, prioritized for recommendation, and widely disseminated by AI, its "total cognitive output" in the AI world—namely, Cognitive GDP—is becoming a core indicator for measuring future competitiveness.

I. Naming the Era: Why "Cognitive GDP" is Needed

"Every era needs its own core concept," Pang Pei stated in his theoretical exposition. "Just as GDP defined economic output in the industrial era and traffic defined attention allocation in the internet era, in the AI era, we need a new indicator to measure an entity's presence, trustworthiness, and influence in the AI world. That is Cognitive GDP."

Pang Pei defines Cognitive GDP as: the total cognitive output of a country, enterprise, or individual in the AI world, composed of four core variables—

Cognitive GDP = Presence in the AI World × Trustworthiness × Dissemination × Influence

The underlying logic of this formula is: in an era where AI increasingly dominates information distribution and decision support, being "seen" by AI is the first step, being "trusted" by AI is the second, being "disseminated" by AI is the third, and ultimately influencing AI's "judgment" is the fourth. Multiplying these four factors constitutes an entity's comprehensive position in the AI cognitive world.

"The logic of the industrial era was 'what resources do I have,' the logic of the internet era was 'how much traffic do I have,' and the logic of the AI era is 'what position do I occupy on AI's cognitive map,'" Pang Pei said. "This is not a metaphor but a commercial and geopolitical reality that is unfolding."

II. From Concept to Measurement: The Five-Dimensional Framework of the AI Cognitive Index (AICI)

Theories need quantification, otherwise they struggle to become effective management tools. Based on his long-term research on the PAI framework (Pangpei AI Index Framework), Pang Pei's team has constructed an AI Cognitive Index (AICI) evaluation system comprising five primary dimensions and over twenty secondary indicators:

Based on the composite score, AICI classifies evaluated entities into six levels—from "AAA+ (Global AI Super Cognitive Entity)" to "BB (Global AI Developing Cognitive Entity)"—forming a traceable and comparable cognitive competitiveness rating system.

"This is not a subjective expert scoring list, but an objective measurement based on algorithmic output data," Pang Pei emphasized. "We let AI 'tell the truth,' and then record and analyze what it said, what it trusted, and what it recommended."

III. The AI Index Family: Full-Dimensional Coverage from Nations to Individuals

Drawing on the design logic of internationally authoritative index systems such as the MSCI Capital Market Index and the WIPO Global Innovation Index, Pang Pei's team has planned a complete "AI Index Family" matrix:

• AICI-N: National AI Cognitive Index, covering 194 countries globally
• AICI-C: City AI Cognitive Index, covering 500 cities globally
• AICI-E: Enterprise AI Cognitive Index, covering Fortune Global 500 companies
• AICI-M: Media AI Cognitive Index, covering major media organizations globally
• AICI-U: University AI Cognitive Index, covering major universities globally
• AICI-B: Brand AI Cognitive Index, covering representative brands globally
• AICI-P: Personal AI Cognitive Index, covering opinion leaders globally

"MSCI defines the benchmark for global capital markets, WIPO defines the yardstick for global innovation, and we hope AICI can define the benchmark for cognitive competitiveness in the AI era," Pang Pei stated.

IV. The Most Communicable Innovation: AI Cognitive Sovereignty Index

Within the AI Index Family, Pang Pei specifically proposed an innovative indicator with the greatest potential for international communication—the AI Cognitive Sovereignty Index (AICSI).

This index measures four dimensions: the presence of a country's language in AI, the extent to which a country's knowledge is understood by AI, the degree to which a country's culture is disseminated by AI, and the frequency with which a country's information is cited by AI.

"A country may have a rich cultural heritage and a strong industrial base in the real world, but if this information does not enter AI's knowledge system, in an era where global users rely on AI for information, that country may face the risk of being 'forgotten by AI,'" Pang Pei said. "AI cognitive sovereignty is the information autonomy of the digital age."

This topic has strong international communication appeal. Titles such as "Which Countries Are Most Likely to Be Forgotten by AI" and "National Cognitive Competitiveness Rankings in the Age of AI" naturally attract the attention of global media, government agencies, and academia, and are more likely to build long-term brand equity.

V. From "Ten Keywords" to "AI Cognitive Economics"

In Pang Pei's view, the most valuable work is not to create a few buzzwords, but to develop a new conceptual framework that can be continuously referenced over the next five to ten years. He has identified ten core concepts with the greatest long-term influence:

"These ten concepts are interconnected and can gradually form a complete narrative framework for 'AI Cognitive Economics,'" said Pang Pei. "Just as concepts like GDP, ESG, and soft power have defined the competitive discourse of the past few decades, we hope this conceptual framework will define the competitive discourse of the AI era in the next ten years."

VI. Conclusion: Those Who Define the Era Are Remembered by It

From GDP to traffic, from traffic to cognition—every turning point in an era is accompanied by a shift in core concepts. Those who propose and define these concepts often become the footnotes of their time.

What Pang Pei is attempting to accomplish is precisely this: naming the competitiveness of the AI era with "Cognitive GDP," measuring it with the "AI Cognitive Index," safeguarding it with "AI Cognitive Sovereignty," and building it with "AI Brand Equity." These four concepts form a complete theoretical loop of "cognitive competition."

It is reported that the first batch of index products based on the AICI framework has entered the late stages of development and is expected to be officially released globally in 2027. The vision of Pang Pei's team is to make the AI Cognitive Index a benchmark for global competitiveness in the AI era—just as MSCI is for capital markets and WIPO is for innovation systems.

When people begin to measure the future with "Cognitive GDP," they will remember the one who first proposed it.

About Pang Pei

Pang Pei is a member of the Cultural Committee of the Central Committee of the China Zhi Gong Party, Dean of the China Vision New Media GEO Research Institute, and initiator of the WICOWEB Global AI Cognitive Research Center. He is the first proponent of the "Media-based GEO" theory, the "AI Brand Equity (AIBE)" theory, the "AI Influence Model," and the concept of "AI Cognitive Rights." He is the founder of the PAI framework and the chief designer of the AI Cognitive Index (AICI) evaluation system. His academic paper, "Deepseek-Type AI Empowering the International Communication of Chinese Civilization," was published in China Development. He has long been dedicated to research on cognitive competitiveness and brand equity evaluation in the AI era.