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AI Risk

Miscellaneous

While the scoping review identified distinct topic clusters within the literature, it also revealed certain issues that either do not fit into these categories, are discussed infrequently, or in a nonspecific manner. For instance, some papers touch upon concepts like trustworthiness, accountability, or responsibility, but often remain vague about what they entail in detail. Similarly, a few papers vaguely attribut...

AI RiskX.1 > Excluded4 - Not coded

Record summary

A quick snapshot of what this page covers.

Techniques0Attack methods connected to this risk.
Mitigations0Defenses that may help with related attacks.
Domainn/aThe broad risk area this belongs to.

Risk profile

How this risk is described and categorized.

While the scoping review identified distinct topic clusters within the literature, it also revealed certain issues that either do not fit into these categories, are discussed infrequently, or in a nonspecific manner. For instance, some papers touch upon concepts like trustworthiness, accountability, or responsibility, but often remain vague about what they entail in detail. Similarly, a few papers vaguely attribute socio-political instability or polarization to generative AI without delving into specifics. Apart from that, another minor topic area concerns responsible approaches of talking about generative AI systems. This includes avoiding overstating the capabilities of generative AI, reducing the hype surrounding it, or evading anthropomorphized language to describe model capabilities.

Domainn/a
SubdomainX.1 > Excluded
Entity4 - Not coded
Intent4 - Not coded
Timing4 - Not coded
CategoryMiscellaneous
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.