AI Security Tools: Speed Means Nothing Without Accuracy

Security teams are adopting AI for vulnerability triage, penetration testing, and incident response, but fast tools that spam false alarms actually waste your time and tank team trust. The real metric that matters: how well your AI security tool separates signal from noise, so your on-call engineers focus on real threats instead of chasing ghosts.