AI Governance Institute
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Hardware Enforcement

Hardware enforcement refers to security controls built into computer processors and devices themselves, rather than relying solely on software protections that can be bypassed. For AI governance, this matters because it can help ensure that sensitive model training or inference happens in isolated, tamper-resistant environments where data handling and access controls are verified at the silicon level. When your organization processes confidential data or deploys proprietary models, hardware enforcement provides a higher assurance layer that governance policies are actually being followed, regardless of what software someone tries to install or run.

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