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Biased influence through citizen screeni…
Mobility

Potential exploitation by totalitarian regimes

The Rise of Artificial Intelligence - Future Outlooks and Emerging Risks

Allianz Global Corporate and Specialty (2018)

Source
Sub-category
Risk Domain
6Socioeconomic & Environmental
6.1Power 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.

Entity— Who or what caused the harm

Human

Due to a decision or action made by humans

AI system

Due to a decision or action made by an AI system

Other

Due to some other reason or is ambiguous

Intent— Whether the harm was intentional or accidental

Intentional

Due to an expected outcome from pursuing a goal

Unintentional

Due to an unexpected outcome from pursuing a goal

Other

Without clearly specifying the intentionality

Timing— Whether the risk is pre- or post-deployment

Pre-deployment

Occurring before the AI is deployed

Post-deployment

Occurring after the AI model has been trained and deployed

Other

Without a clearly specified time of occurrence

Part of Political

Other risks from Allianz Global Corporate and Specialty (2018) (13)

Economic

6.2 Increased inequality and decline in employment quality
AI systemIntentionalPost-deployment

Economic > Increased income disparity

6.2 Increased inequality and decline in employment quality
AI systemOtherPost-deployment

Political

4.1 Disinformation, surveillance, and influence at scale
HumanIntentionalPost-deployment

Political > Biased influence through citizen screening and tailored propaganda

4.1 Disinformation, surveillance, and influence at scale
HumanIntentionalPost-deployment

Mobility

6.5 Governance failure
AI systemUnintentionalPost-deployment

Mobility > Liability issues in case of accidents

6.5 Governance failure
AI systemOtherPost-deployment
View all 13 risks from this paper →