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AI Risk

Income inequality and monopolies

"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...

AI Risk6. Socioeconomic and Environmental6.2 > Increased inequality and decline in employment quality2 - Post-deployment

Record summary

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Techniques1Attack methods connected to this risk.
Mitigations1Defenses that may help with related attacks.
Domain6. Socioeconomic and EnvironmentalThe broad risk area this belongs to.

Risk profile

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"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)."

Domain6. Socioeconomic and Environmental
Subdomain6.2 > Increased inequality and decline in employment quality
Entity1 - Human
Intent1 - Intentional
Timing2 - Post-deployment
CategoryChallenges associated with the economy:
SubcategoryIncome inequality and monopolies

Suggested mitigations

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Source

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