US-China Commission Highlights China's AI Edge Through Data Dominance

The US-China Economic and Security Review Commission (USCC) has released a report that raises critical concerns regarding the effectiveness of US policies aimed at curbing China's advancements in artificial intelligence (AI). The report, titled “Two Loops: How China’s Open AI Strategy Reinforces Its Industrial Dominance,” suggests that the current focus on chip export controls may be misguided, as China's true strength in AI is rooted in its unparalleled access to specialized data.

The Two Loops Framework

Authored by Senior Policy Analyst Ngor Luong, the report introduces a framework consisting of two reinforcing feedback loops that enhance China's AI capabilities. The first, termed the “digital loop,” highlights the proliferation of open-source AI models, particularly Alibaba’s Qwen series, which has spawned over 100,000 derivative models on platforms like Hugging Face. Each derivative contributes to new use cases and generates additional data, which in turn improves the base models.

The second loop, the “physical loop,” emphasizes China's extensive manufacturing sector, where vast amounts of operational data are generated daily. This data, derived from factory sensors and autonomous systems, is distinct from publicly available information and is crucial for refining AI models.

Limitations of Current US Strategies

The report critiques US export controls on advanced AI training chips initiated in 2022, arguing that they primarily address the supply side of AI development while neglecting the demand side, where China holds significant advantages. By categorizing data as a “factor of production,” the Chinese government has reinforced its commitment to data generation, positioning it alongside traditional economic resources.

The Open-Source Advantage

China's open-source approach, exemplified by Alibaba’s Qwen series, has fostered a collaborative ecosystem where numerous companies and researchers can innovate and build upon existing models. This distributed research and development network presents a challenge for any single entity trying to replicate it.

US Policy Response

The findings of the USCC report come at a time of heightened scrutiny from the US regarding Chinese AI initiatives. Between July and August 2026, the US has increased its diplomatic efforts to caution allies against engaging with Chinese AI projects, indicating a growing recognition of the limitations of relying solely on chip controls.