Session Isolation

Session isolation is a security mechanism that ensures user sessions and their associated data remain completely separated from one another within a system or application. In AI governance contexts, session isolation prevents one user or process from inadvertently accessing another's model outputs, training data, or audit logs, which is critical for maintaining confidentiality and compliance with data protection regulations. This practice becomes especially important when multiple teams or external partners interact with the same AI systems, as it helps organizations demonstrate proper access controls during regulatory audits and reduces risks from insider threats.

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