To defend against synthetic adversaries, organizations must transition to an AI-Native Security Operations Center (SOC). This involves: 1. **Automated Threat Synthesis**: Using LLMs to summarize and correlate disparate alerts into actionable intelligence. 2. **AI-Driven Red Teaming**: Continuously testing defenses against AI-generated attack scenarios. 3. **Dynamic Policy Enforcement**: Implementing micro-segmentation and access controls that adapt in real-time to detected behavioral anomalies. 4. **Supply Chain Integrity**: Utilizing AI to scan third-party libraries (npm, PyPI) for 'synthetic' logic flaws or hidden backdoors.