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AI Risk

Uncertainty concerns

"AI systems should be able not only to return output for a given instance but also to provide a corresponding level of confidence. If such a method is not implemented or not working correctly, this can have a negative impact on performance and safety."

AI Risk7. AI System Safety, Failures, & Limitations7.0 > AI system safety, failures, & limitations1 - Pre-deployment

Record summary

A quick snapshot of what this page covers.

Techniques1Attack methods connected to this risk.
Mitigations0Defenses that may help with related attacks.
Domain7. AI System Safety, Failures, & LimitationsThe broad risk area this belongs to.

Risk profile

How this risk is described and categorized.

Domain7. AI System Safety, Failures, & Limitations
Subdomain7.0 > AI system safety, failures, & limitations
Entity1 - Human
Intent2 - Unintentional
Timing1 - Pre-deployment
CategoryUncertainty concerns
Subcategoryn/a

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.