A Chinese threat actor used a DeepSeek-powered AI agent to attack vulnerable servers — then it backfired. A 99% cybersecurity defensive success rate is now viewed as exceptional. But at agentic scale, the remaining 1% can be tested repeatedly, across thousands of targets. That’s the asymmetry defenders now face. The agent never tires or gives up. It simply changes course and tries again.