Why it matters

Confidential compute enables LLM on regulated data. Understanding shapes deployment.

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The architecture

Confidential VM: AMD SEV / Intel TDX.

Confidential GPU: NVIDIA H100 CC.

Attestation flow.

Confidential compute stackConfidential VMSEV / TDXConfidential GPUH100 CC modeAttestationthen serve modelH100 confidential mode enables encrypted GPU memory; end-to-end coverage
Confidential compute.
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How it works end to end

Cloud offerings: AWS Nitro Enclaves, GCP Confidential VMs, Azure Confidential Computing.

H100 CC mode: encrypted GPU memory.

Attestation gates key release.