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AI Risk

Long-term effects of AI model biases on user judgment

"The initial user exposure to model biases can have a lasting impact beyond the initial interaction with the model. Users who encounter biases in AI models can be affected by and continue to exhibit previously encountered biases in their decision-making, even after they stop using the models [207]."

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AI Risk5. Human-Computer Interaction5.2 > Loss of human agency and autonomy2 - Post-deployment

Record summary

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Techniques0Attack methods connected to this risk.
Mitigations0Defenses that may help with related attacks.
Domain5. Human-Computer InteractionThe broad risk area this belongs to.

Risk profile

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Domain5. Human-Computer Interaction
Subdomain5.2 > Loss of human agency and autonomy
Entity2 - AI
Intent2 - Unintentional
Timing2 - Post-deployment
CategoryImpacts of AI (Bias)
SubcategoryLong-term effects of AI model biases on user judgment

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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