Nvidia BlueField-4 STX adds a context memory layer to storage to close the agentic AI throughput gap

Nvidia's BlueField-4 STX reference architecture inserts a dedicated context memory layer between GPUs and traditional storage, claiming 5x token throughput and 4x energy efficiency for agentic AI ...

VDURA Unveils RDMA Support and Context-Aware Tiering for GPU-Native AI Infrastructure at GTC 2026

VDURA today announced three major advances at NVIDIA GTC 2026: availability of Remote Direct Memory Access (RDMA) capability, the upcoming first phase of its Context-Aware Tiering ...

Memories AI is building the visual memory layer for wearables and robotics

Memories.ai is building a large visual memory model that can index and retrieve video-recorded memories for physical AI.