How AI Impacts the Cyber Market and The Future of SIEM

The post contends that AI—especially LLMs—has triggered a reexamination of security fundamentals, pushing prevention/enforcement to the edge while keeping centralized analytics and orchestration as the “brain,” meaning so-called AI SOC offerings will collapse back into modernized SIEM architectures. It further argues that AI-native operating models compress learning cycles and execution across functions, offering startups a structural advantage over incumbents.