VAST DATA'S DATAENCLAVE USES NVIDIA CONFIDENTIAL COMPUTING TO RUN AI MODELS DIRECTLY INSIDE LOCKED-DOWN DATA

Summary from the TLDR Hardware newsletter

VAST Data unveiled DataEnclave, a confidential AI runtime built on NVIDIA Confidential Computing, aimed at industries like finance, healthcare, and government where sensitive data can't leave tightly controlled environments and outside AI models normally can't reach it. The system creates hardware-isolated secure enclaves using CPU and GPU trusted execution environments, requiring cryptographic attestation that verifies the environment and its enforced policy before any decryption key is released, so proprietary model weights and sensitive customer data get decrypted only inside a verified enclave and stay encrypted in both CPU and GPU memory while processing, invisible even to the infrastructure operator running the hardware.