Confidential Computing Meets AI Inference: Why TEEs Became the Default for Sensitive Workloads in 2026
In 2026, confidential computing went from a niche compliance checkbox to the default deployment model for sensitive AI inference. TEE overhead dropped below 7%, NVIDIA H100 C-CAP and Intel TDX matured, and every major inference framework gained attestation support. Here is what changed, what breaks, and how to deploy a confidential inference stack that actually holds up.
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