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Next‑generation PC AI‑optimized direct memory access (DMA) controllers leverage advanced machine learning to streamline data transfers directly between peripherals and system memory, bypassing CPU bottlenecks. These controllers enhance overall system performance by reducing latency and ensuring that data flows seamlessly across high‑speed interfaces.<br><br><br>In an era where sustainability is a growing priority, energy-efficient workstations combine robust performance with eco-conscious designs. These systems are engineered to deliver exceptional computing power while minimizing energy consumption and environmental impact. 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