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.