Nvidia Confidential Computing

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A third option is emerging in the fight over AI and your data The New Stack · 1 week ago · 24

Timeline

Month Quarter Year

Q3 2026

VAST Data launched DataEnclave/Enclave, a confidential-computing platform to run AI models on sensitive enterprise data without exposing model weights or data to operators Deployment

23 Sep A third option is emerging in the fight over AI and your data

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DataEnclave integrated with this technology · 1 source
NVIDIA supplies this technology · 1 source

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TLDRocket 7 October 2026

Physical AI is getting faster, and the bottleneck is shifting from models to feedback loops. Caterpillar and CoreWeave say their partnership can turn newly annotated field data—captured from real construction machinery—into simulation updates in hours instead of weeks or months. The implication is plain: training for robots that move, sense, and make decisions in the dirt can’t wait for slow offline iteration. Teams now need much larger datasets, plus AI cloud infrastructure that can ingest and process terabytes of sensor and control data per machine per day.

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