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Deepfake Detection Dataset Races Against Generative AI Evolution

Researchers develop detection datasets to help public identify synthetic images; AI generation pace accelerates.

ARWF dimensions
Existential criticality
Does the threat involve irreversible systemic failure?
Probability vectoring
Theoretical, or active proof of concept?
Timeline imminence
How close to current deployment?
Mitigation gap
Identified solution, or currently unaligned?

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