“The Wizard” of AI

Authors

  • Melissa Vogel

DOI:

https://doi.org/10.22439/jba.v15i1.7812

Abstract

When the history of the United States in 2025 is written, it is likely to go down as the year when the hype around AI reached a fever pitch and the beginning of a fundamental shift in how businesses approach task assignment and staffing. Many CEOs are spending millions of dollars investing in AI tools while enacting mass layoffs under the impression that thousands of humans are no longer needed as AI will fulfill many roles faster and more efficiently. In the tech industry, I have observed that the remaining employees tend to express an almost rabid enthusiasm for rapid AI adoption as their path to promotion. Or, they are careful to conceal their concerns behind a veneer of support for fear of being perceived as an obstacle to a profitable future. How do anthropologists in business break through the façade to educate others on the limits of AI’s capabilities and the risks, ethical concerns, and appropriate use cases, while still keeping their jobs? Or should they bother? After all, in the US, we are reaching a critical inflection point for anthropology as a discipline, as it is targeted by the current administration for its support of diversity and equality. This essay explores the dilemma facing anthropologists across industries as their employers forge ahead with AI adoption, often without careful consideration of the pros and cons. I offer strategies for navigating the complexities of AI hype while doing in-house evaluation of these tools based on my experience working in the tech industry. 

References

Artz, M. (2023). “Ten Predictions for AI and the Future of Anthropology.” Anthropology News 64(2): 15-17.

Artz, M. (2025). “AI Anthropology: A New Opportunity for Anthropological Work.” Society for the Anthropology of Work (October 29). https://anthrowork.org/interventions/ai-anthropology-a-new-opportunity-for-anthropological-work

Artz, M. and Ren, Y. (2025). “Beyond the GenAI Gold Rush: Mapping Entrepreneurial Tensions in the Age of Generative Artificial Intelligence.” Annals of Anthropological Practice 49(1): 1-22. https://doi.org/10.1111/napa.70016

Bender, E., Gebru, T., McMillan-Major, A., and Shmitchell, S. (2021). “On the Dangers of Stochastic Parrots: Can Language Models Be Too Big?” In Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency (FaccT ’21): 610-623. https://doi.org/10.1145/3442188.3445922

Carbonaro, G. (2025). “White-Collar Jobs are Disappearing.” Newsweek (February 18).

Chapman, M. (2001). “Social Anthropology and Business Studies: Some Considerations of Method.” In D. Gellner and E. Hirsch (eds.), Inside Organizations: Anthropologists at Work (pp. 19-33). Oxford: Berg. https://doi.org/10.4324/9781003085720-3

Crawford, K. (2016). “Artificial Intelligence’s White Guy Problem.” New York Times, Opinion (June 25).

Crawford, K. (2021). Atlas of AI: Power, Politics and the Planetary Costs of Artificial Intelligence. New Haven: Yale University Press. https://doi.org/10.12987/9780300252392

Dell’Acqua, F., McFowland, E., Mollick, E., Lifshitz-Assaf, H., Kellogg, K., Rajendran, S., Krayer, L., Candelon, F., and Lakhani K. (2023). “Navigating the Jagged Technological Frontier: Field Experimental Evidence of the Effects of AI on Knowledge Worker Productivity and Quality.” Harvard Business School Working Paper, no. 24-013 (September). https://doi.org/10.2139/ssrn.4573321

Dooley, R. (2025). “21st Century Luddites: Is the Consumer Backlash Against AI Real?” Forbes (May 21).

Estrada, S. (2025). “MIT Report: 95% of Generative AI Pilots at Companies Are Failing.” Fortune (August 18).

Fonrouge, G., Palmer, A., and Holland, F. (2025). “AI-Washing and the Massive Layoffs Hitting the Economy.” CNBC.com (November 4).

Jordan, A. T. (2012). “The Importance of Business Anthropology: Its Unique Contributions.” International Journal of Business Anthropology 1: 15-25.

Kariuki, N. (2025). “Chapter 4: Economy.” In Artificial Intelligence Index Report. Stanford HAI.

Kelly, J. (2025). “Be Prepared to Weather the Continuing White-Collar Job Storm.” Forbes (April 26).

Kitner, K. (2014). “The Good Anthropologist: Questioning Ethics in the Workpace.” In R. Denny and P. Sunderland (eds.), Handbook of Anthropology in Business (pp. 309-320). Walnut Creek: Left Coast Press.

Korst, J., Puntoni, S., and Toubia, O. (2025). “How Gen AI is Transforming Market Research.” Harvard Business Review 103(3): 90-99.

Li, J., Zhu, F., and Hua, P. (2025). “Overcoming Organizational Barriers to AI Adoption.” Harvard Business Review (November 11).

Malefyt, T. d. W. (2024). Business Anthropology: The Basics. New York: Routledge. https://doi.org/10.4324/9781003358930-5

Malefyt, T. d. W. and Morais, R. (2012). Advertising and Anthropology: Ethnographic Practice and Cultural Perspectives. London: Berg.

Malefyt, T. d. W. and Morais, R. (2017). “Advertising Anthropology Ethics.” In T. d. W. Malefyt and R. Morais (eds.), Ethics in the Anthropology of Business: Explorations in Theory, Practice, and Pedagogy (pp. 104-118). New York: Routledge. https://doi.org/10.4324/9781315197098

Mascarenhas-Keyes, S. (2001). “Understanding the Working Environment: Notes Towards a Rapid Organizational Analysis.” In D. Gellner and E. Hirsch (eds.), Inside Organizations: Anthropologists at Work (pp. 205-220). Oxford: Berg. https://doi.org/10.4324/9781003085720-15

McCann, K. (2024). “Top 10 AI Investments.” AI Magazine (November 20).

Niederhoffer, K., Kellerman, G., Lee, A., Liebscher, A., Rapuano, K., and Hancock, J. (2025). “AI-Generated ‘Workslop’ Is Destroying Productivity.” Harvard Business Review (September 22).

O’Connor, F., Stewart, B., Egiazarov, T., and Tyagi, N. (2025). “Predicts 2025: Navigating the Rise of AI in Software Engineering.” Gartner (January 30).

Powell, E. (2021). “Fieldwork in a Foreign Culture: Business.” Journal of Business Anthropology 10(2): 368-385. https://doi.org/10.22439/jba.v10i2.6418

Powell, E. (2024). “Anthropologists at Work: Case Studies of Creating Value in Business.” Journal of Business Anthropology 13(1): 57-74. https://doi.org/10.22439/jba.v13i1.7152

Reisner, A. (2025). “Search LibGen, the Pirated-Books Database that Meta Used to Train AI.” The Atlantic (March 20).

Ren, S. and Wierman, A. (2025). “Mitigating the Public Health Impacts of AI Data Centers.” Harvard Business Review (November 5).

Robinson, D. (2026). “Majority of CEOs Report Zero Payoff from AI Splurge.” The Register (January 20).

Thornhill, J. (2025). “Generative AI models Are Skilled in the Art of Bullshit.” Financial Times (May 23).

Valenzuela, R. (2025). “Frictions of Industry Praxis: Ethical Engagement and the Limits of Consumer Empathy.” Journal of Business Anthropology 14(1): 7-28. https://doi.org/10.22439/jba.v14i1.7339

Wheeler, K. (2025). “Gartner: Why Gen AI is Hitting a Disillusionment Phase.” AI Magazine (October 11).

Wile, R. and Perlo, J. (2025). “Tens of Thousands of Layoffs are Being Blamed on AI. What are Companies Actually Getting?” NBC News.com (October 30).

Downloads

Published

2026-07-09

Issue

Section

Themed Essays