… Imagine autonomous imaging robots navigating patient anatomy to provide X-rays for the unserved billions, while in the OR, ‘Surgical Subtask Automation’ handles repetitive suturing so surgeons can focus on critical decisions. …
… This increases pressure on existing memory hierarchies, forcing AI providers to choose between scarce GPU high‑bandwidth memory HBM and general‑purpose storage tiers optimized for durability, data management, and protection—not for serving ephemeral, AI-native, KV cache—driving up power consumption… …
… Configuration: dGPU: NVIDIA RTX PRO 6000 Blackwell Max-Q IGX T7000 , NVIDIA RTX 6000 ADA IGX Orin 700 ; ISL/OSL: 2028/128; Quantization: NVFP4 IGX T7000 , W4A16 IGX Orin 700 ; Framework: VLLM Configuration: dGPU: NVIDIA RTX PRO 6000 Blackwell Max-Q IGX T7000 , NVIDIA RTX 6000 ADA IGX Orin 700 ; ISL… …