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Unread or Unenforced? Separating Representation from Enforcement Failure in Content Guards
When an encoded attack passes a content guard, the guard either never represented the payload's harmful content or represented it and failed to act. End-to-end attack success rate reports one number for both, yet the remedies are opposite: one is a representational limit that more safety training ca
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