Frontier AI security deployment exposes capability-measurement challenges

Anthropic expanded access to frontier cyber models through a tiered program including critical-system testing, while reporting a large gap between vulnerability discovery and observed exploitation. Separately, research showed that multi-vector visual document indices can leak substantial text and ranking information, underscoring that embedding systems and deployed agents require serious threat modeling.