AI is exposing the biggest weakness in cybersecurity: We never built a health model. Until now!

AI is exposing the biggest weakness in cybersecurity: We never built a health model. Until now!

https://www.csoonline.com/article/4184138/ai-is-exposing-the-biggest-weakness-in-cybersecurity-we-never-built-a-health-model-until-now.html

Publish Date: 2026-06-12 05:03:00

Source Domain: www.csoonline.com

But here is the uncomfortable truth that artificial intelligence is now forcing into the open: An emergency room does not produce a healthy population. Healthcare does that — through prevention, continuous monitoring, early diagnosis and a model of the whole patient.

Cybersecurity never built that model. We built the trauma bay and called it a profession.

For a long time, we got away with it. The threat environment moved at human speed. The gaps in our thinking were survivable. AI has ended that grace period. It has not created a new weakness so much as it has illuminated the oldest one — and it is now moving faster than our reactive posture can absorb.

We do not have a tooling problem. We have a missing-model problem. And until we name it, no amount of investment will fix it.

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