AI penetration testing can uncover vulnerabilities and explore attack paths, but a single run cannot guarantee reliable coverage. Learn why autonomous agents produce different results, how repeated testing improves confidence, and why scanners, multiple AI models and human validation are essential for trustworthy security testing.

Healthcare isn’t losing to hackers because of weak prevention – it’s losing because remediation is too slow. This article explains why vulnerability lifetime, AI-driven exposure, and continuous pentesting now matter more than “number of findings”, and how faster fixes directly protect patient safety and regulatory trust.