Artificial Intelligence Won't Reinvent Cyber Risk, But It May Reinvent Cybersecurity

LLMs do not create fundamentally new cyber risks, but they can reinvent how defenders manage security at scale. The same weaknesses in people and processes that existed for 30 years are now exposed faster. Defenders can use LLMs to query graph data, automate policy analysis, and operationalize security across machine-scale infrastructure.