A widely cited academic paper titled “Capital without Labor: Data Centers and the Local Economy” has become a focal point in the debate over the economic benefits of artificial intelligence infrastructure. The study, which concludes there is “limited evidence that data center development improves fiscal balances, employment, or business formation,” was recently highlighted by major media outlets, including The New York Times and CNBC. However, scrutiny has emerged regarding the academic background of one of its coauthors, Qiang Wang, who graduated from Zhejiang University in China, an institution with documented ties to the Chinese Communist Party (CCP) and military intelligence.
What the Left Is Saying
Critics of the rapid expansion of data centers, including several journalists and progressive analysts, have utilized the paper to challenge the narrative that AI infrastructure provides significant net benefits to local economies. New York Times reporter Talmon Joseph Smith noted on social media that the paper’s findings were not among the “encouraging ones” for data center proponents. CNBC’s Carl Quintanilla also highlighted the study, pointing to its conclusion that data centers do not substantially improve local fiscal health or job creation.
Supporters of the study’s findings argue that the environmental and economic costs, particularly regarding water consumption and local bond rates, are often understated by tech industry advocates. The paper estimates that data centers could cost local economies approximately $2.30 extra annually per $1,000 borrowed between school and water bonds, with this figure potentially rising to $6 per $1,000 in water-scarce counties. These critics maintain that the academic rigor of the paper stands on its own merits, regardless of the authors' affiliations, and that the data supports concerns about the hidden costs of AI expansion.
What the Right Is Saying
Conservative commentators and data center proponents have raised questions about the potential influence of Chinese academic institutions on the study’s conclusions. Brent Sadler, a retired Navy captain and former Pentagon China Branch chief, stated that the control Beijing exerts over Chinese universities is a “well-documented national security threat.” Sadler noted that under President Xi Jinping, over 100 Chinese universities have updated their charters to explicitly affirm CCP leadership, with institutions like Zhejiang University offering courses that integrate intelligence training with technical subjects.
Qiang Wang, the coauthor in question, rejected the suggestion that her education influenced her views, stating in an interview with The Daily Wire that she majored in Food Science and did not take courses on artificial intelligence. Her coauthor, Liu Ee Chia, an associate professor at the National University of Singapore, described allegations of CCP influence as “a serious allegation with no evidence behind it.” Meanwhile, figures like Louisiana Governor Jeff Landry and OpenAI CEO Sam Altman have argued that concerns about water usage are exaggerated, with Landry comparing data center consumption favorably to golf courses and Altman citing specific metrics on query-based water use.
What the Numbers Show
The paper “Capital without Labor” asserts that there is limited evidence of positive impacts on fiscal balances, employment, or business formation from data center development. It projects that data centers may increase local borrowing costs by $2.30 to $6.00 per $1,000 in bonds, depending on water scarcity.
Conversely, local government data cited by data center proponents indicates significant tax revenue benefits. In Loudoun County, Virginia, residents reportedly save an average of $5,800 per year in property taxes due to the $1.3 billion generated by a single data center. In Richland Parish, Louisiana, tax revenue from a Meta data center expansion allowed the school district to provide teachers with $50,000 bonuses. Superintendent Sheldon Jones stated that these incentives help attract top educators.
Contextual data regarding academic ties shows that in 2018, Fudan University added a charter clause establishing the university’s Communist Party committee as the “core leadership.” In the United States, the Department of War recently directed Penn State University to audit its collaborations with foreign entities of concern, many of which are Chinese. Penn State, where coauthors Jess Cornaggia and David Haushalter are employed, has faced scrutiny for hosting a chapter of the Confucius Institute, which the State Department has designated as an entity advancing Beijing’s global propaganda.
The Bottom Line
The debate over the study’s credibility highlights the growing intersection of technology policy, national security, and academic integrity. As the U.S. and China compete for dominance in the artificial intelligence sector, the provenance of research used to inform public policy and media narratives is coming under increased examination. The Department of War’s directive to Penn State underscores the federal government’s heightened vigilance regarding academic partnerships with Chinese entities.
For local communities, the conflict between the study’s findings on borrowing costs and the reported tax benefits in states like Virginia and Louisiana remains unresolved. Policymakers must weigh the projected fiscal strains identified by the academic paper against the tangible revenue gains experienced by specific municipalities. Future developments will likely depend on independent verification of the study’s methodology and further transparency regarding the funding and affiliations of researchers analyzing the AI infrastructure boom.