How to Turn AI Red Team Findings Into Runtime Controls

Summary

Straiker describes a process that links AI red teaming to runtime guardrails. Ascend AI runs adversarial tests across Security, Data Protection, Content Safety, Application Trust, and Agentic Risk, and records each failed test with its prompt, response, category and severity. Defend AI then uses those findings to configure runtime protection, and scheduled Ascend assessments check whether the attack still succeeds.

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