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Sandbox Containment
Sandbox containment is a security practice that isolates AI systems or experimental models in restricted environments to prevent uncontrolled access to production data and systems. This approach allows organizations to test model behavior, detect potential vulnerabilities, and validate safety measures before deployment to broader audiences. For AI governance teams, sandbox containment serves as a critical control mechanism to minimize risks associated with model errors, hallucinations, and unintended outputs that could impact sensitive business operations or compliance standing.
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