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AI Risk

Unfair distribution of benefits from model access

"Unfairly allocating or withholding benefits from certain groups due to hardware, software, or skills constraints or deployment contexts (e.g. geographic region, internet speed, devices)"

AI Risk6. Socioeconomic and Environmental6.1 > Power centralization and unfair distribution of benefits2 - Post-deployment

Record summary

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Techniques0Attack methods connected to this risk.
Mitigations0Defenses that may help with related attacks.
Domain6. Socioeconomic and EnvironmentalThe broad risk area this belongs to.

Risk profile

How this risk is described and categorized.

Domain6. Socioeconomic and Environmental
Subdomain6.1 > Power centralization and unfair distribution of benefits
Entity1 - Human
Intent2 - Unintentional
Timing2 - Post-deployment
CategorySocioeconomic and environmental harms
SubcategoryUnfair distribution of benefits from model access

Suggested mitigations

Defenses that may help with related attacks.

No propagated mitigations. No defense is available through the connected attack methods.

Source

Research source for this risk, when available.