Software supply chain malware and AI-driven abuse dominate today’s security landscape, with attackers exploiting npm dependencies and targeting privileged AI agent workflows. Regulatory volatility and the rise of information integrity risks further pressure defenders to adapt, especially as generative AI blurs the line between human and machine-made content.