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How can enterprises embrace AI transformation? ‘5A Framework’ unveiled_我的网站
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The 2026 Digital Intelligent Economy Forum was held in Langfang, North China’s Hebei Province, on Wednesday. At the forum, organizer People's Daily Cultural Technology Corporation unveiled a “5A Framework” for enterprise intelligent transformation, aimed at helping businesses comprehensively innovate their business models, organizational structures and service systems in the artificial intelligence (AI) era.
A To A: Exploring new models for agent collaboration
AI is pushing the internet into a new stage characterized by the widespread participation of AI agents. In the future, China could develop an ecosystem comprising tens of billions of agent applications, while the global “digital population” could reach hundreds of billions. Following To B (business-oriented) and To C (consumer-oriented) models, enterprises and institutions should actively explore the emerging To A (agent-oriented) model. To enable better interaction and coordination among agents, unified data, technology, interface and service standards need to be established, while new business systems and service models should be cultivated.
AI-friendly: Building machine-readable data infrastructure
Today’s internet user interfaces are primarily designed for human browsing. The first step, therefore, should be to build an “AI-friendly” data system that is better suited to being read, understood and accessed by AI. By structuring content resources and turning them into organized knowledge, while strengthening ontology systems and knowledge graphs, such a system can improve AI’s ability to understand and apply information. On this basis, integrated hardware and software infrastructure combining computing architecture with data systems can be developed for AI applications.
AI-native teams: Reshaping organizations and workflows
AI is profoundly reshaping organizational structures and ways of working. AI-native teams should redefine job responsibilities, organizational structures and business processes around the A-To-A model and AI-friendly services, enabling “everyone to have multiple AI agents.” Professional capabilities and business experience can be encapsulated into “digital employees,” promoting autonomous learning by agents, multi-agent collaboration and the evolution of collective intelligence, thereby multiplying per-capita productivity.
AI for good: Putting values first, serving social development
AI also requires values-based guidance. Guided by the principle of “being people-centered and using AI for good,” efforts should follow the approach of “governing AI with AI and guiding intelligence with wisdom,” ensuring that AI always serves social development, the public interest and people’s needs. The “Mainstream Values Corpus,” whose development was launched by the People’s Daily in May 2023, has already begun to take shape and has been validated through numerous large-model applications.
Inclusive AI: Protecting cultural diversity, advancing global sustainable development
AI should not become merely “a game for rich countries and rich people,” but should benefit all countries. Efforts should be made to actively participate in global initiatives for inclusive AI, bridge the digital and intelligent divide, and enable more organizations and individuals to share the benefits of development on an equal footing, so that AI can truly become a powerful positive force for improving the well-being of all humanity and advancing human civilization.
This was translated and compiled by the Global Times, based on an article originally published on people.cn on August 12, 2026.
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Chinese experts noted that, similar to her ambiguous remarks at the memorial ceremony in Hiroshima, Takaichi stopped short of making a clear commitment to maintaining the Three Non-Nuclear Principles in the future, as her government's stance on nuclear issues has sparked concern and anger among the Japanese public. They also warned that, given Japan's lack of thorough reflection on its wartime aggression, Tokyo's moves to dilute the Three Non-Nuclear Principles should raise alarm across the international community.
"Our country firmly upholds the three non-nuclear principles, and under the pledge that 'Nagasaki shall be the last city to suffer a nuclear attack,' we are promoting realistic and practical initiatives toward the realization of a world without nuclear weapons," Takaichi claimed, according to the Japan Times.
But unlike previous prime ministers, many of whom had pledged that Japan would "continue to uphold" the principles, Takaichi merely described the government's current position without making an explicit commitment about the future, per the report.
As Hiroshima observed the 81st anniversary of the US atomic bombing of the city on Thursday, Takaichi also emphasized that Japan pledges to achieve a world free of nuclear weapons while upholding the Three Non-Nuclear Principles, despite Japanese media noting that she has left the door open for future revisions.
Takaichi's remarks in Hiroshima and Nagasaki that Japan upholds the three non-nuclear principles were largely seen as a reaffirmation of the country's existing policy position rather than a pledge to maintain the principles in the future, Liu Jiangyong, a professor at the Institute of International Studies at Tsinghua University, told the Global Times.
Liu said that currently, some Japanese officials' dangerous remarks on nuclear have sparked criticism among Japanese society. He pointed out that Takaichi only referred to Japan's current adherence to the principles, without explicitly committing to preserving them going forward. Her subsequent focus on broader goals such as achieving a "world without nuclear weapons" has further fueled questions over her actual policy intentions.
Japanese Defense Minister Shinjiro Koizumi claimed in an online program released in July that discussions on nuclear weapons were necessary to strengthen Japan's defense capabilities, according to Kyodo News. While acknowledging that the issue was difficult to discuss in Japan, he claimed it was something that "could not be avoided."
Opposition to the Takaichi administration's nuclear-related moves has emerged across Japan, including from local governments, media organizations and civil society groups.
According to statistics from the Japanese Diet, at least 128 local assemblies across the country had submitted written opinions to the central government or parliament between Takaichi's inauguration on October 21 last year and July 28 this year, calling for the country's Three Non-Nuclear Principles to be upheld, according to Xinhua News Agency.
In an interview with the AFP, 82-year-old Satoshi Tanaka, a campaigner who survived the 1945 attack on Hiroshima expressed frustration that current political leaders like Takaichi are focusing on military capacity at the expense of diplomacy.
"There is so much talk about national security. What about building peace through diplomacy?" he said.
Responding to a question concerning the Japanese authorities are rebuilding Japan's war machine, seeking to revise the Three Non-Nuclear Principles, and pursuing nuclear sharing with the US, even the possession of nuclear weapons, Chinese Foreign Ministry spokesperson Lin Jian said on Thursday that the devastation and tragedies brought by nuclear weapons should never repeat themselves. That said, the particular context of the nuclear explosions should all the more be remembered and the lessons of Japanese militarism's aggression and expansion must forever serve as an alarm.
The Tokyo's moves on nuclear policy have also raised concerns in the international community.
Russia considers the rhetoric of Japanese authorities regarding the need for Japan to revise its Three Non-Nuclear Principles provocative and unacceptable, Russian Ambassador to Japan Nikolai Nozdrev said in an interview with RIA Novosti, which was published on Saturday.
Responding to Koizumi's remarks on nuclear discussion, Nozdrev said "This is the first time in Japan's history, as the only country to have suffered atomic bombings in Hiroshima and Nagasaki, that a sitting defense minister has publicly called for lifting the 'taboo' on discussions related to nuclear weapons. We consider such rhetoric from official Tokyo provocative and absolutely unacceptable."
Japan has yet to fully reckon with its wartime aggression, thus any attempt by Tokyo to move toward acquiring nuclear weapons could pose serious risks to regional peace and global security, Lü Chao, an expert on the Korean Peninsula issue at the Liaoning Academy of Social Sciences, told the Global Times.
Such concerns have become more pronounced as Japan increasingly portrays China as a major security challenge while highlighting perceived threats from other countries, against such a backdrop, any further steps to dilute the three non-nuclear principles are likely to heighten concerns internationally, particularly among countries that suffered from Japanese aggression during World War II, said Lü.
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