Model Guardrails Are Not Enough: Why Cybersecurity Training Must Teach Influence, Intent, and AI Attack Psychology
NIST, OWASP, and MITRE all point to the same AI security lesson: model guardrails help, but they are not a complete defense. Cybersecurity programs now need to teach how attackers use influence, intent shaping, prompt injection, model probing, and tool abuse to turn helpful models into security liabilities.