analiza aiqbench

The AI system successfully identified a critical structural weakness in the HAWK lattice-based signature scheme, causing its key recovery cost to drop from $2^{64}$ to $2^{38}$ operations within 60 hours. This rapid discovery forced the NIST evaluation team to withdraw the candidate and highlights that algorithm agility is now essential for post-quantum cryptography resilience. The incident demonstrates a significant shift where AI-driven cryptanalysis can outpace traditional human review cycles in securing digital infrastructure against future threats.