The Autonomous Defense Imperative: Countering Frontier AI at Machine Speed

The emergence of frontier AI models has created a new security paradigm where defenders must match the speed and sophistication of AI-driven attacks. Traditional vulnerability management approaches are insufficient—organizations now require AI-native autonomous systems that detect and respond to threats at machine speed. This shift from vulnerability counting to operational risk management through behavioral AI represents a fundamental transformation in how enterprises approach cybersecurity.