Cited by 133Political Conflict and GovernanceEthics and Social Impacts of AIPolitical Influence and Corporate Strategies

AI-tocracy

Open access
Beraja, Martin, Kao, Andrew, Yang, David Y, Yuchtman, Noam·2023·The Quarterly Journal of Economics

Abstract

Recent scholarship has suggested that artificial intelligence (AI) technology and autocratic regimes may be mutually reinforcing. We test for a mutually reinforcing relationship in the context of facial-recognition AI in China. To do so, we gather comprehensive data on AI firms and government procurement contracts, as well as on social unrest across China since the early 2010s. We first show that autocrats benefit from AI: local unrest leads to greater government procurement of facial-recognition AI as a new technology of political control, and increased AI procurement indeed suppresses subsequent unrest. We show that AI innovation benefits from autocrats’ suppression of unrest: the contracted AI firms innovate more both for the government and commercial markets and are more likely to export their products; noncontracted AI firms do not experience detectable negative spillovers. Taken together, these results suggest the possibility of sustained AI innovation under the Chinese regime: AI innovation entrenches the regime, and the regime’s investment in AI for political control stimulates further frontier innovation.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1093/qje/qjad012

Cites

12 of 12 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Some nations already use AI to heavily surveil their populations, squelch viewpoints that depart from official narratives and identify and subsequently punish dissidents, and they are rapidly exporting these capabilities to like-minded autocracies.

    “Some nations already use AI to heavily surveil their populations, squelch viewpoints that depart from official narratives and identify (and subsequently punish) dissidents -and they are rapidly exporting these capabilities to like-minded autocracies (Beraja et al., 2023;Mozur et al., 2022;Kroupe, 2022).”

    From Applying AI to Rebuild Middle Class Jobs (2024) · cites this paper as Beraja et al., 2023

    Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.

    Experimental — accuracy not yet measured

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

Flagged first, then by citations

Research works printed but not linked: 46

  1. and James A Robinson, "Economic Backwardness in Political Perspective," American Political Science Review, February 2006, 100 (1), 1-17.
  2. and , The Narrow Corridor States, Societies, and the Fate of Liberty, Penguin Books, September 2020.
  3. and Pascual Restrepo, "Artificial Intelligence, Automation, and Work," in "The Eco- nomics of Artificial Intelligence: An Agenda," University of Chicago Press, 2018, pp. 197-236.
  4. Aghion, Philippe, Alberto Alesina, and Francesco Trebbi, "Democracy, Technology, and Growth," Working Paper 13180, National Bureau of Economic Research June 2007. , Benjamin F Jones, and Charles I Jones, "Artificial Intelligence and Economic Growth," in "The Economics of Artificial Intelligence: An Agenda," University of Chicago Press, 2018, pp. 237-282.
  5. Bai, Chong-En, Chang-Tai Hsieh, and Zheng Song, "Special Deals with Chinese Char- acteristics," NBER Macroeconomics Annual, January 2020, 34, 341-379.
  6. Barro, Robert J, "Democracy and Growth," Journal of Economic Growth, 1996, 1 (1).
  7. Cowgill, Bo and Catherine Tucker, "Algorithmic Fairness and Economics," Working Pa- per, September 2020, pp. 1-31.
  8. Dell, Melissa, "The Persistent Effects of Peru's Mining Mita," Econometrica, 2010, 78 (6), 1863-1903.
  9. and Benjamin A Olken, "The Development Effects of the Extractive Colonial Econ- omy: The Dutch Cultivation System in Java," The Review of Economic Studies, 2020, 87, 1-40.
  10. Benjamin F Jones, and Benjamin A Olken, "What Do We Learn from the Weather? The New Climate-Economy Literature," Journal of Economic Literature, 2014, 52 (3), 740- 98.
  11. Donaldson, Dave, "Railroads of the Raj: Estimating the Impact of Transportation Infras- tructure," American Economic Review, March 2018, 108 (4), 1-36.
  12. Feldstein, Steven, The Global Expansion of AI Surveillance, Vol. 17, Carnegie Endowment for International Peace Washington, DC, 2019.
  13. Filatotchev, Igor, Xiaohui Liu, Trevor Buck, and Mike Wright, "The export orientation and export performance of high-technology SMEs in emerging markets: The effects of knowledge transfer by returnee entrepreneurs," Journal of International Business Studies, 2009, 40 (6), 1005-1021.
  14. Geloso, Vincent, Gilbert Berdine, and Benjamin Powell, "Making sense of dictatorships and health outcomes," BMJ Global Health, May 2020, 5 (5), e002542.
  15. Glaeser, Edward L, Giacomo A M Ponzetto, and Andrei Shleifer, "Why does democracy need education?," Journal of Economic Growth, May 2007, 12 (2), 77-99.
  16. Graham, Loren, "Russian & Soviet Science and Technology," History of Science Society Newsletter, 1989, 18 (4). , Lonely Ideas: Can Russia Compete?, MIT Press, 2013.
  17. Huillery, Elise, "History Matters: The Long-Term Impact of Colonial Public Investments in French West Africa," American Economic Journal: Applied Economics, March 2009, 1 (2), 1-45.
  18. Ings, Simon, Stalin and the scientists: a history of triumph and tragedy 1905-1953, paperback edition ed., London: Faber & Faber, 2017.
  19. Jones, Charles I and Christopher Tonetti, "Nonrivalry and the Economics of Data," American Economic Review, 2020, 110 (9), 2819-58.
  20. Jr., Mancur Olson, "Dictatorship, Democracy, and Development," American Political Sci- ence Review, 1993, 87 (3).
  21. Kleinberg, Jon, Himabindu Lakkaraju, Jure Leskovec, Jens Ludwig, and Sendhil Mul- lainathan, "Human Decisions and Machine Predictions," The Quarterly Journal of Eco- nomics, 2018, 133 (1), 1-57.
  22. Korinek, Anton and Joseph E Stiglitz, "Artificial Intelligence and Its Implications for Income Distribution and Unemployment," NBER Working Paper, December 2017, pp. 1- 45.
  23. Lau, Lawrence J, Yingyi Qian, and Gerard Roland, "Reform without Losers: An Inter- pretation of China's Dual-Track Approach to Transition," Journal of Political Economy, February 2000, 108 (1), 120-143.
  24. Lipset, Seymour Martin, "Some Social Requisites of Democracy: Economic Development and Political Legitimacy," American Political Science Review, 1959, 53 (1), 69-105.
  25. Lorentzen, Peter, "China's Strategic Censorship," American Journal of Political Science, Oc- tober 2013, 58 (2), 402-414.
  26. Lowes, Sara and Eduardo Montero, "Concessions, Violence, and Indirect Rule: Evidence from the Congo Free State," The Quarterly Journal of Economics, 2021, 136 (4), 2047-2091.
  27. Madestam, Andreas, Daniel Shoag, Stan Veuger, and David Yanagizawa-Drott, "Do Po- litical Protests Matter? Evidence from the Tea Party Movement," The Quarterly Journal of Economics, October 2013, 128 (4), 1633-1685.
  28. Melitz, Marc J, "The Impact of Trade on Intra-Industry Reallocations and Aggregate In- dustry Productivity," Econometrica, 2003, 71 (6), 1695-1725.
  29. Mokyr, Joel, "Punctuated equilibria and technological progress," The American Economic Review, 1990, 80 (2), 350-354.
  30. Moretti, Enrico, Claudia Steinwender, and John Van Reenen, "The Intellectual Spoils of War? Defense R&D, Productivity and International Spillovers," NBER Working Paper, November 2019, pp. 1-76.
  31. Morris-Suzuki, Tessa, The technological transformation of Japan: From the seventeenth to the twenty-first century, Cambridge University Press, 1994.
  32. Murphy, Kevin M, Andrei Shleifer, and Robert W Vishny, "Industrialization and the Big Push," Journal of Political Economy, October 1989, 97 (5), 1-25.
  33. North, Douglass C and Barry R Weingast, "Constitutions and commitment: the evolu- tion of institutions governing public choice in seventeenth-century England," Journal of Economic History, 1989. , John Joseph Wallis, and Barry R Weingast, Violence and Social Orders A Conceptual Framework for Interpreting Recorded Human History, Cambridge: Cambridge Uni- versity Press, February 2009.
  34. Nunn, Nathan, "The Long-Term Effects of Africa's Slave Trades," The Quarterly Journal of Economics, January 2008, 123 (1), 1-38.
  35. Pfetsch, Frank, "Scientific Organisation and Science Policy in Imperial Germany, 1871- 1914: The Foundation of the Imperial Institute of Physics and Technology," Minerva, 1970, 8 (4), 557-580.
  36. Pravda, "Pravda Newspaper Article, 'Announcement of the First Satellite'," History and Public Policy Program Digital Archive, October 1957, pp. 311-312.
  37. and , "Social Media and Protests in China," Working Paper, March 2020, pp. 1-53.
  38. Roberts, Margaret E, Censored Distraction and Diversion Inside China's Great Firewall, Princeton University Press, April 2018.
  39. Shirk, Susan L, China: The Fragile Superpower, Oxford University Press, April 2007.
  40. Shleifer, Andrei and Robert W Vishny, The Grabbing Hand Government Pathologies and Their Cures, Harvard University Press, 2002.
  41. Slezkine, Yuri, The House of Government: a saga of the Russian Revolution, Princeton ; Ox- ford: Princeton University Press, 2017.
  42. Song, Zheng, Kjetil Storesletten, and Fabrizio Zilibotti, "Growing Like China," Ameri- can Economic Review, February 2011, 101 (1), 196-233.
  43. Treisman, Daniel, "Economic Development and Democracy: Predispositions and Trig- gers," Annual Review of Political Science, 2020, 23, 1-19.
  44. Tsai, Lily L., Accountability without Democracy: Solidary Groups and Public Goods Provision in Rural China Cambridge Studies in Comparative Politics, Cambridge University Press, 2007.
  45. Vernon, Raymond, "International Investment and International Trade in the Product Cy- cle," The Quarterly Journal of Economics, 1966, 80 (2), 190-207.
  46. Wang, Zhi, Qinghua Zhang, and Li-An Zhou, "Career incentives of city leaders and urban spatial expansion in China," Review of Economics and Statistics, 2020, 102 (5), 897- 911.

Cited by

Sorted by citations

Authors
Beraja, M., Kao, A., Yang, D. Y., & Yuchtman, N.
Affiliations
  • National Bureau of Economic Research (US)
  • Harvard University (US)
  • Canadian Institute for Advanced Research (CA)
  • Centre for Economic Policy Research (GB)
Venue
The Quarterly Journal of Economics
Published
2023-03-13
Volume
138
Issue
3
Pages
1349-1402
ISSN
  • 0033-5533 (ISSN-L)
  • 1531-4650
OpenAlex
W4324029325
Cited by
133
References
12
Citations by year
2026: 27 · 2025: 72 · 2024: 29 · 2023: 3 · 2022: 1 · 2017: 1
FWCI
45.05
Type
journal article
Language
en
Open access
Locations
  • The Quarterly Journal of Economics (publishedVersion)
  • SSRN Electronic Journal (acceptedVersion)
  • Oxford University Research Archive (ORA) (University of Oxford) (acceptedVersion)
  • London School of Economics and Political Science Research Online (London School of Economics and Political Science) (submittedVersion)
  • London School of Economics and Political Science Theses Online (London School of Economics and Political Science) (submittedVersion)
  • RePEc: Research Papers in Economics (submittedVersion)
Funders
  • National Science Foundation
  • British Academy
  • Harvard Data Science Initiative, Harvard University
Topics
  • Social Sciences › Sociology and Political Science › Political Conflict and Governance
  • Social Sciences › Safety Research › Ethics and Social Impacts of AI
  • Social Sciences › Business, Management and Accounting › Strategy and Management › Political Influence and Corporate Strategies
Keywords
artificial intelligence, authoritarian regimes, facial recognition technology, political control, social unrest, public procurement, innovation, technology export, China

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review