Income inequality and monopolies
Social and economic inequalities caused by widespread use of AI, such as by automating jobs, reducing the quality of employment, or producing exploitative dependencies between workers and their employers.
"Generative AI can create not only income inequality at the societal level but also monopolies at the market level. Individuals who are engaged in low-skilled work may be replaced by generative AI, causing them to lose their jobs (Zarifhonarvar, 2023). The increase in unemployment would widen income inequality in society (Berg et al., 2016). With the penetration of generative AI, the income gap will widen between those who can upgrade their skills to utilize AI and those who cannot. At the market level, large companies will make significant advances in the utilization of generative AI, since the deployment of generative AI requires huge investment and abundant resources such as large-scale computational infrastructure and training data. This trend will lead to more uneven concentration of resources and power, which may further contribute to monopolies in some industries (Cheng & Liu, 2023)."(p. 292)
Other risks from Nah et al. (2023) (17)
Technology concerns
7.3 Lack of capability or robustnessTechnology concerns > Hallucination
3.1 False or misleading informationTechnology concerns > Quality of training data
7.3 Lack of capability or robustnessTechnology concerns > Explainability
7.4 Lack of transparency or interpretabilityTechnology concerns > Authenticity
6.3 Economic and cultural devaluation of human effortTechnology concerns > Prompt engineering
7.4 Lack of transparency or interpretability