Confidential Computing Enclaves for Sensitive AI Workloads
Hardware isolation and attestation together protect AI models and prompts during processing.
Tomás Echeverría
Section
6 stories in GPU and Specialized Sandboxes.
Hardware isolation and attestation together protect AI models and prompts during processing.
Agents need accelerators to run untrusted code safely and fast.
Hardware partitioning lets untrusted inference workloads safely share one GPU.
Executing unreviewed AI code requires hardware isolation between guest and host kernels.
Wasm sandboxes secure AI tool execution through deny-by-default capabilities.
Four key dimensions determine whether an AI sandbox platform can handle production workloads safely.