Lyptus Research examined how scaling laws boost cyberattack potency. Their study shows that larger models increase attack success rates by 30% and that a 10‑fold compute increase yields a 2‑fold rise in attack sophistication. The findings warn that AI‑driven adversaries will grow faster than defensive tools, urging practitioners to adopt scaling‑aware security protocols.