The opening scene of a brief online documentary by the state-run China Global Television Network shows jaywalkers in Shenzhen getting captured on video, identified and then shamed publicly in real time. The report is supposed to highlight China’s prowess in artificial intelligence (AI), yet it reveals a lesser-known truth: China’s AI is not so much a tool of world domination as a narrowly deployed means of domestic control.
On paper, the US and China appear neck and neck in AI development.
China leads in the share of journal citations — helped by the fact that it also publishes more — while the US is far ahead in the more qualitative metric of cited conference papers, a report compiled by Stanford University showed earlier this year.
So while the world’s most populous country is an AI superpower, investors and China watchers should not put too much stock in the notion that its position is unassailable or that the US is weaker.
By miscalculating the other’s abilities, both superpowers risk overestimating their adversary’s strengths and overcompensating in a way that could lead to a Cold War-style AI arms race.
LIMITED SCOPE
China’s expertise is somewhat limited in scope. AI encompasses many sub-fields, including machine learning, robotics, natural language processing and computer vision. The US has a broad toolkit that is deployed across each of these disciplines and used around the world. China, by contrast, excels mostly in computer vision, an area that helps Beijing build out its surveillance state.
In technical assessments conducted by the US National Institute of Standards and Technology, Chinese algorithms consistently rate near the top across a series of tests that are akin to surveillance conditions — mug shots, visa photographs and border control images.
Beijing-based SenseTime Group is a standout. CloudWalk Technology Co, founded in 2010 by the Chinese Academy of Sciences, and a team from Beihang University also ranked high in recent examinations of more than 600 entries from around the world.
More than half the papers last year published by Chinese teams were in the disciplines most used in surveillance — computer vision and pattern recognition, data on research papers compiled by Microsoft Academic Graph and analyzed by Chinese media outlet Sixth Tone showed.
Compared with the US, the UK, Germany and India, a smaller proportion of its papers are on machine learning, natural language processing and robotics.
Meanwhile, revenue for AI computer vision firms in China is largely linked to governments and their desire to monitor people.
SenseTime, which is planning an initial public offering in Hong Kong, derived almost half its revenue in the first six months of this year from its “Smart City” business.
Rival Megvii Technology Ltd, which swapped its earlier listing plans in Hong Kong for an upcoming Shanghai debut, relies even more heavily on local government contracts, with 64 percent of its business coming from a similar product suite it calls “City IoT Solutions.”
These projects are largely based on setting up cameras and sensors around a city to track people and vehicles, then using AI software to keep tabs on their movement.
AI technology in the US has many more applications. The US leads in machine learning, a branch of AI that leverages data and algorithms to learn and improve accuracy. Most of the world’s leading and widely adopted frameworks were developed in the US by companies such as Google, Microsoft and Facebook, as well as the University of California, Berkeley.
The best natural language processing engines, used to understand, process and analyze written text, also hail from US tech giants — Microsoft, Google, Amazon and International Business Machines Corp. These tools are used globally for voice recognition in smart speakers, to run chatbots in customer service, improve translation and search results, or detect fraud in the financial industry.
COMMERCIALIZATION
US companies are also leaders in enterprise deployments, where a COVID-19-induced surge in work-from-home usage has driven demand for cloud computing and networking technologies. US firms are also leading in process automation, which is used to replace staff in call centers and customer service.
While these technologies can, and are, used in surveillance by Western powers, their true power lies in their commercial viability. The US asserts its dominance by creating products that help clients around the world become more profitable or efficient. By contrast, SenseTime and Megvii continue to lose money.
The COVID-19 pandemic, which has upended supply chains and business models, might be the push China needs to become the AI superpower it hopes to be. Start-ups like Aubo Robotics Technology Co, which makes industrial arms, and UBTech Robotics Inc, a developer of humanoid robots, could become as important to Beijing’s national goals as facial recognition leaders SenseTime and Megvii.
Lee Kai-fu (李開復), chairman of venture capital firm Sinovation Ventures, said that a shortage of factory and service workers has spurred a massive change in how China views artificial intelligence.
“The pandemic has really in China pushed further the adoption of automation and robotics,” said Lee, who coauthored the book AI 2041: Ten Visions for Our Future. “The robotic revolution is probably the big step forward that will be helpful to push China’s technologies ahead.”
To take its position as the undisputed leader in AI, China would need to spend less effort finding ways to track people and more on technologies to replace them.
Tim Culpan is a Bloomberg Opinion columnist covering technology. He previously covered technology for Bloomberg News.
This column does not necessarily reflect the opinion of the editorial board or Bloomberg LP and its owners.
China’s recent aggressive military posture around Taiwan simply reflects the truth that China is a millennium behind, as Kobe City Councilor Norihiro Uehata has commented. While democratic countries work for peace, prosperity and progress, authoritarian countries such as Russia and China only care about territorial expansion, superpower status and world dominance, while their people suffer. Two millennia ago, the ancient Chinese philosopher Mencius (孟子) would have advised Chinese President Xi Jinping (習近平) that “people are the most important, state is lesser, and the ruler is the least important.” In fact, the reverse order is causing the great depression in China right now,
We are used to hearing that whenever something happens, it means Taiwan is about to fall to China. Chinese President Xi Jinping (習近平) cannot change the color of his socks without China experts claiming it means an invasion is imminent. So, it is no surprise that what happened in Venezuela over the weekend triggered the knee-jerk reaction of saying that Taiwan is next. That is not an opinion on whether US President Donald Trump was right to remove Venezuelan President Nicolas Maduro the way he did or if it is good for Venezuela and the world. There are other, more qualified
This should be the year in which the democracies, especially those in East Asia, lose their fear of the Chinese Communist Party’s (CCP) “one China principle” plus its nuclear “Cognitive Warfare” coercion strategies, all designed to achieve hegemony without fighting. For 2025, stoking regional and global fear was a major goal for the CCP and its People’s Liberation Army (PLA), following on Mao Zedong’s (毛澤東) Little Red Book admonition, “We must be ruthless to our enemies; we must overpower and annihilate them.” But on Dec. 17, 2025, the Trump Administration demonstrated direct defiance of CCP terror with its record US$11.1 billion arms
The immediate response in Taiwan to the extraction of Venezuelan President Nicolas Maduro by the US over the weekend was to say that it was an example of violence by a major power against a smaller nation and that, as such, it gave Chinese President Xi Jinping (習近平) carte blanche to invade Taiwan. That assessment is vastly oversimplistic and, on more sober reflection, likely incorrect. Generally speaking, there are three basic interpretations from commentators in Taiwan. The first is that the US is no longer interested in what is happening beyond its own backyard, and no longer preoccupied with regions in other