China's 600 million AI users transform the nation into a global testing ground for mass adoption

China Emerges as the World's Largest AI Testing Ground

Crowds of 50 people gathered outside a Chinese mobile internet company's Beijing headquarters on a recent weekday, waiting for engineers to help install an AI assistant on their laptops 1

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. Similar scenes repeated across multiple events in Beijing and the southern technology hub Shenzhen throughout March, signaling an unprecedented wave of AI adoption in China 1

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More than a year after DeepSeek stunned the world with its advanced AI model, AI in China has evolved from novelty to necessity, with the country becoming an AI testing ground for mass use of AI tools 2

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Of China's 1.4 billion population, more than 600 million were using generative AI as of December, representing a 142% increase from a year earlier, according to the government-controlled China Internet Network Information Center 1

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. This mass AI adoption spans virtually every field, from booking and planning travel to ordering food and hailing rides 2

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. The surge reflects a fundamental shift in how ordinary Chinese citizens integrate AI for daily tasks into their routines.

Agentic AI Drives Data Consumption Beyond U.S. Models

The recent explosion in agentic AI usage, particularly tools like OpenClaw, has driven Chinese AI model data consumption to surpass U.S. models on a weekly basis, according to OpenRouter, an AI gateway platform that tracks data across different AI models 1

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. This metric, measured in tokens—units of data such as parts of words—demonstrates the scale at which Chinese users are integrating AI into daily life 2

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OpenClaw, originally created by Austrian software developer Peter Steinberger last year, gained rapid adoption thanks to its ability to use various tools to complete complicated tasks 3

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. Chinese authorities issued warnings about potential security risks including data leaks as installations spiked, yet broad interest has not faded 2

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. "The AI competition is clearly shifting from models to ecosystems," said Lizzi Lee, a fellow at the Asia Society Policy Institute's Center for China Analysis focused on economics and technology. "Chinese users are basically acting as real-time testers at scale" 1

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Real-World Applications Transform Business and Daily Life

Zhao Yikang, a Chinese college student in Macao, uses OpenClaw in both his studies and daily life, struck by how low-cost and efficient it is 3

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. During his internship at a real estate agency in Zhuhai, he used it for generating promotional videos and managing social media accounts 2

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. When preparing to start a photo services business after graduation, Zhao asked AI to build a company website—within 10 minutes, it generated a fully functional site for less than 5 yuan, or 70 cents 1

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Jason Tong, a 64-year-old retiree in Shanghai and former IT engineer, has been using chatbots such as Doubao and Kimi for everyday queries since they were first introduced a few years ago 3

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. In early March, he joined a blood glucose monitoring service run by a Shanghai-based company that uses an AI model to generate AI-powered health advice, finding its personalized, rapid responses helpful 2

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. "Just as carriages were eventually replaced by trains, this is bound to happen," Tong said about widespread AI adoption 1

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Tech Giants Race to Commercialize AI Ecosystems

Chinese technology companies like Tencent, Alibaba and Baidu are racing to commercialize AI through the integration of AI into workflows 1

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. Tencent integrated OpenClaw into WeChat, China's super-app primarily used for messaging but also for ordering food and making payments 3

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. Alibaba is embedding agentic AI into its workflows, while Chinese products incorporating AI such as cars and robots make major advancements, from humanoid robots with advanced cognitive capabilities to AI systems that drivers can use for complicated tasks like making restaurant reservations 2

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Chinese companies increasingly set internal targets for boosting AI use to improve efficiency, said Janet Tang, a partner and managing director focused on technology at consultancy AlixPartners 1

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. "There are a lot of application scenarios," said Wang Xiaogang, co-founder of the Chinese AI software company SenseTime and chairman of ACE Robotics. "The industry is developing very fast and the people, they are very open and they're eager to try the AI in a lot of scenarios" 3

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Export Controls Create Both Challenges and Opportunities

While AI models built in the United States still dominate in raw computing firepower, limited access to some of the world's most advanced AI chips due to export controls remains a bottleneck for China's AI advancement 3

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. "Export controls on tools have slowed China's chipmaking capabilities, and are the Achilles' heel of many AI labs that need advanced AI chips," said Samm Sacks, a senior fellow at New America focused on Chinese technology policies 3

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Yet these constraints have led to improved coordination across China's tech supply chain in design, manufacturing and adoption. "Over time this dynamic could fuel, not foil, China's ambitions," Sacks said 3

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. China has invested heavily in nurturing talent and ensuring access to abundant, affordable electricity for power-hungry AI developments. Chinese leaders pledged an annual average growth of at least 7% in nationwide spending on research and development until 2030, while an "AI plus" national blueprint outlines steps to integrate AI into areas from healthcare to education 3

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. Judges in Shenzhen processed 50% more cases last year, partly with help from an AI tool assisting judicial processes 3

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. This rapid deployment across AI ecosystems positions China to influence global AI use patterns as other nations observe which applications succeed at scale.