The AI Hardware Arms Race: Specialized Accelerators Dominate
The landscape of AI hardware in 2024 is unequivocally defined by the relentless pursuit of specialized accelerators. General-purpose CPUs, while foundational, are increasingly relegated to control plane tasks as the sheer computational demands of modern machine learning, particularly deep learning models, necessitate purpose-built silicon. NVIDIA continues to maintain a formidable lead with its graphics