Question 1

How does the AI displacement risk score work?

Accepted Answer

The assessment maps your current cybersecurity role, years of experience, AI exposure in your day-to-day work, and skill stack against published industry research on which cybersecurity roles are most exposed to AI automation. The result is a four-band risk rating from Low to Very High, paired with a Frontier Opportunity score showing how accessible AI security roles are given your existing background.

Question 2

Is the assessment free?

Accepted Answer

Yes, the assessment is free with no credit card required. Email capture is optional and only used to send your detailed report and a 7-email nurture sequence about AI security career transitions.

Question 3

What makes some cybersecurity roles more exposed to AI automation?

Accepted Answer

Roles that are heavily rule-based, alert-triage-driven, or focused on repeatable checklist work are most exposed. SOC Tier 1 analysis, basic compliance auditing, and routine vulnerability scanning are examples. Roles requiring adversarial judgment, threat modeling of novel AI systems, and human-in-the-loop incident response are least exposed and growing fastest.

Question 4

What is the AI security frontier?

Accepted Answer

AI security is the cybersecurity practice area that emerged in the last 24 months around securing ML/AI systems: prompt injection defense, agent security, RAG poisoning mitigations, model supply chain hardening, AI red teaming, and adversarial ML. Demand is growing faster than supply, and existing cybersecurity practitioners are well-positioned to transition because the threat-model rigor transfers cleanly.

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