<ul data-eligibleForWebStory="true"><li>AI systems act as magnifying mirrors amplifying errors on industrial scale.</li><li>Red-teaming involves stress testing AI systems for worst-case scenarios and vulnerabilities.</li><li>Regulators mandate red-teaming to be integrated into AI product development for safety.</li><li>Tools, checklists, and sprints help embed red-teaming without hindering product velocity.</li><li>Red-teaming ensures early vulnerability detection, user trust, and compliance with evolving regulations.</li></ul>

Stress-testing AI products: A red-teaming playbook

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