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AI ethics in a controversial industry: The case of gambling

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Author(s): Ghaharian, Kasra ; Binesh, Fatemeh ; Soligo, Marta ; Golab, Lukasz ; Abarbanel, Brett L.

Journal: AI and Ethics

Year Published: 2024

Date Added: April 29, 2025

With the proliferation of artificial intelligence (AI), concerns have been raised over its use in controversial industries, such as gambling. The gambling industry lacks consistent guidelines on how AI should be used and how it affects people who gamble. This study explored AI ethics within the gambling context. The researchers conducted 33 in-depth interviews with service providers, industry consultants, operators, academics, regulators, and non-profits.

The interviews revealed three key themes: ‘exploiting the players’, ‘acknowledging biases and oversights’, and ‘reaching out for guidance’. Few respondents indicated that their organization currently has guidelines for AI in place. Based on the findings, the researchers developed “Gambling’s Ethical AI Paradox”. This theory addresses both the risks and benefits of AI. It highlights knowledge and collaboration, education, and regulations as crucial for addressing the risks of AI in gambling.


Citation: Ghaharian, K., Binesh, F., Soligo, M., Golab, L., & Abarbanel, B. (2024). AI ethics in a controversial industry: The case of gambling and its ethical paradox. AI and Ethics. Advance online publication. https://doi.org/10.1007/s43681-024-00520-8

Article DOI: https://doi.org/10.1007/s43681-024-00520-8

Keywords: artificial intelligence ; ethics ; gambling ; industry accountability

Conceptual Framework Factors:   Environment - Culture of Social Responsibility ; Gambling Environment ; Environment - Public Policy

Study Design: Qualitative: Grounded Theory

Geographic Coverage: Asia ; Australia ; Europe ; North America

Study Population: The researchers conducted 33 in-depth interviews of people who are professionals working in the gambling industry, academics, gambling regulators, and a non-profit organization employee.

Sampling Procedure: The researchers recruited respondents who were service providers, industry consultants, operators, academics, regulators, and a non-profit organization employee. Participants were recruited from North America, Europe, Asia, and Australia.

Study Funding:

No information on funding was provided.

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