Before tools, before frameworks, before hype, offensive security has always been about one thing: Thinking like an attacker. That foundation now defines the offensive AI security skills practitioners will need as AI reshapes the attack surface. AI systems introduce new behaviors and new failure modes, but the core mindset remains the same: understand how a

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