Research Notes

VAST Data Brings Confidential Compute to AI with DataEnclave

VAST Data announced its new VAST DataEnclave, a confidential compute capability for AI workloads within the VAST DataEngine, which runs AI models in hardware-isolated environments built on NVIDIA Confidential Computing. The new capability decrypts model weights and enterprise data only within protected CPU and GPU memory, and only after cryptographic attestation confirms that the environment meets policies set by each asset’s owner.

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Nutanix Acquires Ryax, Brings GPU-Aware Scheduling to Its Agentic AI Stack

Nutanix announced its acquisition of Ryax Technologies, a French developer of AI-driven compute orchestration and workload-scheduling software, for an undisclosed amount. Nutanix plans to integrate Ryax’s GPU utilization and smart scheduling technologies into future releases of the Nutanix Kubernetes Platform (NKP) and Nutanix Enterprise AI (NAI).

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Qualcomm & AWS Ink Multi-Generation Deal for Custom AI Silicon & Optical Connectivity

Qualcomm and Amazon Web Services announced a multi-generation agreement covering custom AI inference silicon and 1.6T optical connectivity for AWS data centers. The deal is structured around a warrant for up to 25 million Qualcomm shares at $161.26 per share, vesting as AWS meets purchase milestones, with a $60 billion ceiling on silicon and connectivity purchases through 2036.

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