Human oversight in AI-assisted penetration testing
How to choose between human-led testing with AI support and AI-performed testing with human review—and why the budget and the system both matter.
Insights
Notes on security, artificial intelligence, and finance for practitioners, researchers, and institutional stakeholders.
How to choose between human-led testing with AI support and AI-performed testing with human review—and why the budget and the system both matter.
Large language model output changes. A reusable prompt set is useful only when someone who understands the domain can adapt and troubleshoot it.
A practical set of questions for boards, counsel, and risk owners when technology, money, and third-party AI services meet.