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AI Risk

Ideological Homogenization from Value Embedding

"The increasing integration of general purpose AI models into every-day life raises concerns around their embedded normative values. The reach of a small number of AI models to a large number of people around the world can make these value judgements unprecedently impactful, potentially leading to increased ideological homogenization."

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AI Risk1. Discrimination & Toxicity1.3 > Unequal performance across groups1 - Pre-deployment

Record summary

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Techniques0Attack methods connected to this risk.
Mitigations0Defenses that may help with related attacks.
Domain1. Discrimination & ToxicityThe broad risk area this belongs to.

Risk profile

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Domain1. Discrimination & Toxicity
Subdomain1.3 > Unequal performance across groups
Entity1 - Human
Intent1 - Intentional
Timing1 - Pre-deployment
CategorySystemic Risks
SubcategoryIdeological Homogenization from Value Embedding

Related techniques

Attack methods connected to this risk.

No linked attack methods. No AI attack method is connected to this risk in the current data.

Suggested mitigations

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

Source

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