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Predictive Threat Modeling: Machine learning analyzes historical attack patterns to prioritize risks, as seen in IBM QRadar Advisor’s NLP-driven incident response. AI vs. AI: Cybercriminals use generative AI to craft polymorphic malware, while ethical hackers deploy AI to neutralize these threats—a digital arms race. 2.