Best Practices to Beat AI Slop With Exposure Management

This piece discusses how AI is increasing the volume of vulnerability findings and straining vulnerability intake processes, highlights the curl project's experience with bounty program noise, and recommends CTEM-aligned practices—clear scoping and policy, AI-assisted triage to reduce manual validation, and human oversight—to scale vulnerability management and focus remediation on real risk.