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11[Month]26Recently, the2025Science and Technology Innovation Conference, co-hosted by China Media Group and the Shanghai Municipal People's Government, opened in Shanghai. This conference, themed""Leading Innovation, Embarking on a New Journey with Intelligence,""brought together distinguished guests from government, academia, and industry to discuss core trends in technological revolution and industrial transformation.

Zheng Jianbang, Vice Chairman of the Standing Committee of the National People's Congress; Shen Haixiong, Deputy Director of the Publicity Department of the CPC Central Committee and President of China Media Group; and Gong Zheng, Deputy Secretary of the Shanghai Municipal Committee and Mayor of Shanghai, attended the opening ceremony and delivered speeches.

At the afternoon roundtable forum""Digital Empowerment, Value Insights,""the speech by Yang Hua, Secretary of the Board of CloudWalk Technology, injected a pragmatic tone into this high-level technical discussion.

This conference, co-hosted by China Media Group and the Shanghai Municipal People's Government, was themed"Leading Innovation, Embarking on a New Journey with Intelligence."

While experts were enthusiastically discussing large model parameters, Yang Hua steered the conversation toward factory workshops:"The real challenge is to make AIAI'squat down' to solve problems, not 'float in the air' telling stories."

from"float in the air"0 to"squat down"

When asked by the host aboutAIthe difficulty of integrating technology and industry knowledge, Yang Hua admitted that technology itself is not the bottleneck. The real challenge is transforming the "tacit knowledge" accumulated over decades in an industry intoAI"explicit logic" that AI can understand.

"We need to understand not only algorithms but also the 'temperament' of the industry." She gave examples: risk control logic in financial business, or the experience of veteran workers in manufacturing. "These need to be precisely 'encoded' intoAIAI's decision-making logic."

CloudWalk Technology chose to break through with"dual-wheel drive": on one hand, buildingAIAI infrastructure to solve the "soil" problem of data silos and model training; on the other hand, creating industry agents to let AIAIlearn to think like experts.

When discussingAIhow to prove commercial value, Yang Hua was even more straightforward: "The value of AIAIlies not in how'smart'it is, but in how much it helps enterprises'make money'and'save money."'."

She shared a cooperation case with Qingshan Industrial.

In this project, CloudWalk Technology helped the enterprise achieve value leap at three levels: the knowledge management agent reduced document query time from15minutes to10seconds; network security reports from days to minutes; and through7×2424-hour visual safety monitoring, reduced80%manual inspection costs.

"These seemingly small improvements, when accumulated, free up a lot of manpower for higher-value work," Yang Hua said. More importantly, they created a "digital expert team" for Qingshan. These agents continuously evolve through learning, becoming digital assets for the enterprise's future development.

Next-Generation AIAI: Becoming Everyone's "Super Assistant"

Looking ahead, Yang Hua believes that the key form of next-generation AIAIis the "agent" that can actively understand intentions, decompose tasks, and execute them. She revealed that CloudWalk'sAIagent platform can already identify problems in urban management through multimodal perception technology and perform intelligent analysis and decision-making by combining large and small models.AIThe agent platform can identify issues in urban management through multimodal perception technology and perform intelligent analysis and decision-making by combining large and small models.

"Future AIAIwill not be a 'superman' replacing humans, but will become a 'super assistant' for each of us." Yang Hua said that this human-machine collaborative model is precisely the differentiated development path for China's AIAIindustry. "It allows us to leverage our rich industry scenario advantages to forge a path oriented toward solving practical problems."

Throughout the dialogue, Yang Hua consistently emphasized"value realization"as the core. When AIAImoves from parameter competition in labs to actual benefits on production lines, technology truly fulfills its mission. This may be the deeper meaning of the conference's theme""Embarking on a New Journey with Intelligence.""the profound meaning lies.