Autonomy is earned, not claimed

The article argues that the real challenge in autonomous security isn't building AI that can find attacks, but building AI systems that operate safely and predictably in production environments where mistakes matter. Security teams struggle not with finding vulnerabilities but with understanding which vulnerabilities actually create risk by connecting to other weaknesses, since attackers think in terms of attack chains rather than individual findings.