Privatization of AI
AI-driven concentration of power and resources within certain entities or groups, especially those with access to or ownership of powerful AI systems, leading to inequitable distribution of benefits and increased societal inequality.
"Researchers in deep learning and those with greater research impact are more likely to migrate to industry, raising concerns about the “privatization of AI knowledge” [278]. Specically, if the most sophisticated AI approaches become proprietary and are used only within private research labs, then it will be impossible for universities to teach them, let alone contribute to leading research."(p. 16)
Part of Within-country issues: domestic inequality
Other risks from Leech et al. (2024) (13)
Harm caused by incompetent systems
7.3 Lack of capability or robustnessHarm caused by unaligned competent systems
7.1 AI pursuing its own goals in conflict with human goals or valuesHarm caused by unaligned competent systems > Specification gaming
7.1 AI pursuing its own goals in conflict with human goals or valuesHarm caused by unaligned competent systems > Emergent goals
7.1 AI pursuing its own goals in conflict with human goals or valuesHarm caused by unaligned competent systems > Deceptive alignment
7.2 AI possessing dangerous capabilitiesWithin-country issues: domestic inequality
6.1 Power centralization and unfair distribution of benefits