Datadog built a tiny state-space model to triage security events on the cheap

Datadog engineered Mambark, a compact state-space model, to efficiently score and filter massive volumes of security events. This lightweight pre-filter ensures expensive, heavy-duty AI agents are only deployed for high-priority threats, drastically cutting API costs....