IDEAS home Printed from https://ideas.repec.org/p/fip/fedcwq/103765.html

AI-Augmented Capital-Skill Complementarity

Author

Abstract

We model artificial intelligence (AI) as a distinct capital input in a nested CES aggregate production function that extends work done by Krusell et al. (2000) and embed it in a dynamic general equilibrium economy. By bringing the model to the data, we estimate the degree to which AI either substitutes for or complements the other production inputs at the aggregate level. We find that AI is complementary to the high-skill–equipment composite and that the AI weight in production remains small. We then use the model to study how this complementarity shapes the macroeconomic and distributional effects of AI capital accumulation. The estimated model implies different effects of alternative AI shocks. A rise in the AI usage share is contractionary as it increases reliance on a scarce complementary input. A fall in AI prices is expansionary due to the lower cost of accumulating AI capital. A tax on AI capital income raises limited revenue while the AI capital stock remains small, but can finance welfare-improving transfers as the AI price falls. A large-scale universal basic income (UBI) funded jointly by a consumption tax slows AI investment with welfare gains for low-skill workers at the expense of losses for high-skill workers and entrepreneurs. On the measurement side, we construct a quality-adjusted AI price index from hedonic regressions and build a corresponding AI capital stock.

Suggested Citation

  • André Luduvice & Roberto Pinheiro, 2026. "AI-Augmented Capital-Skill Complementarity," Working Papers 26-22, Federal Reserve Bank of Cleveland.
  • Handle: RePEc:fip:fedcwq:103765
    DOI: 10.26509/frbc-wp-202622
    as

    Download full text from publisher

    File URL: https://doi.org/10.26509/frbc-wp-202622
    File Function: Persistent link
    Download Restriction: no

    File URL: https://www.clevelandfed.org/-/media/project/clevelandfedtenant/clevelandfedsite/publications/working-papers/2026/wp2622.pdf
    File Function: Full text
    Download Restriction: no

    File URL: https://libkey.io/10.26509/frbc-wp-202622?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    More about this item

    JEL classification:

    • E22 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Investment; Capital; Intangible Capital; Capacity
    • E25 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Aggregate Factor Income Distribution
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:fip:fedcwq:103765. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: 4D Library (email available below). General contact details of provider: https://edirc.repec.org/data/frbclus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.