MIT AI Risk Repository · domain 6: Socioeconomic & Environmental

6.1 Power centralization and unfair distribution of benefits

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.

Risk entries
54
Frameworks citing it
12
Recorded incidents
6
Incidents since 2020
2
Causal entity (risk entries)
Causal entity (risk entries) 35 0 Human: 35 Human 35 Other: 13 Other 13 AI: 3 AI 3 Not coded: 3 Not coded 3
Causal entity (risk entries)
LabelValue
Human35
Other13
AI3
Not coded3
Intent (risk entries)
Intent (risk entries) 18 0 Intentional: 18 Intentional 18 Unintentional: 17 Unintentional 17 Other: 16 Other 16 Not coded: 3 Not coded 3
Intent (risk entries)
LabelValue
Intentional18
Unintentional17
Other16
Not coded3
Timing (risk entries)
Timing (risk entries) 25 0 Post-deployment: 25 Post-deployment 25 Other: 24 Other 24 Not coded: 3 Not coded 3 Pre-deployment: 2 Pre-deployment 2
Timing (risk entries)
LabelValue
Post-deployment25
Other24
Not coded3
Pre-deployment2
Recorded incidents per yearIncident date; current year partial
Recorded incidents per year 2 0 2016: 1 2016 1 2017: 1 2017 1 2018: 2 2018 2 2021: 1 2021 1 2025: 1 2025 1
Recorded incidents per year
LabelValue
20161
20171
20182
20211
20251
Entries by levelRisk categories, subcategories and additional evidence coded to this subdomain
Entries by level 41 0 Risk Category: 13 Risk Category 13 Risk Sub-Category: 41 Risk Sub-Category 41
Entries by level
LabelValue
Risk Category13
Risk Sub-Category41