When Great Powers Talk, Who Speaks for Asia 
About the China Capital investigation 
Frequently asked questions about the China Capital investigation 
The global AI race is no longer just about chips or models. Increasingly, it is also about data – namely, the language resources that feed and train them.
Beijing has identified that layer as a new strategic frontier, accelerating the buildout of a national ecosystem of Chinese-language data for artificial intelligence (AI). The push covers everything from foundational text corpora and high-quality training datasets to technical standards and governance frameworks.
Language data has emerged as a “more winnable” arena for China in the global AI race despite intensifying US restrictions on advanced chips and technologies, analysts say, with continuing challenges over data scarcity, quality, standards and governance.
The drive comes amid China’s growing conviction that language resources are no longer simply research assets but strategic infrastructure that underpins the country’s AI ambitions, digital governance and cultural influence.
The efforts have also become increasingly visible in recent months.
On July 5, the Communist Party newspaper Guangming Daily devoted an entire page to the topic, with three articles stressing its strategic significance and calling for faster and more coordinated progress.
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