Lyptus Research found that AI cyberattack capabilities scale predictably with model size and compute. Smarter systems execute more sophisticated exploits, mirroring the scaling laws seen in general language tasks. This correlation suggests that increasing model power directly elevates offensive risks. Security practitioners must now prepare for automated threats that evolve alongside model performance.