Record summary
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Risk profile
How this risk is described and categorized.
"The concentration of AI assets—encompassing data, hardware, and expertise—within a small group of global tech firms raises many concerns.564 Such a situation may stifle healthy competition, impede innovation, and potentially result in elevated costs for accessing AI technologies. Firms with control over essential resources for developing AI models may restrict access to these resources to prevent competition. For instance, if, in the future, training AI models increasingly relies on proprietary data, smaller organizations lacking access to such data might encounter significant barriers to entry and growth."
Suggested mitigations
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Source
Research source for this risk, when available.
Included resource
Regulating under Uncertainty: Governance Options for Generative AI
Original source
MIT AI Risk Repository
Open the public repository used for AI risk records and taxonomy fields.
