Why it matters
SecurityWeek piece on token costs in AI-heavy cybersecurity platforms. It is relevant as an operational governance issue: detection quality, model routing, data volume, latency, and budget controls all affect whether agentic security tooling can be deployed sustainably.
My takeaway: AI security programs need cost observability alongside accuracy and coverage. Token spend, model routing, retention, and escalation policies are part of the production control design.