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AI Governance Institute

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AI Hardware

AI hardware encompasses the physical computing infrastructure required to train, deploy, and run artificial intelligence systems, including GPUs, TPUs, specialized AI accelerators, and data center equipment. For enterprise AI governance, hardware choices directly impact security, compliance risk, and operational resilience since infrastructure vulnerabilities can compromise model integrity and data protection. Organizations must evaluate hardware supply chain risks, data residency requirements, and vendor dependencies when implementing AI systems at scale.

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