Will the GPU replace the CPU?
No, the GPU will not replace the CPU. While GPUs have become incredibly powerful and are essential for many modern applications, especially in AI and graphics, they serve fundamentally different purposes and have distinct architectural designs compared to CPUs. Here's a breakdown of why they are complementary rather than interchangeable: CPU (Central Processing Unit): The Generalist "Brain" Design: CPUs have a few very powerful, complex cores optimized for sequential processing and handling diverse tasks. They excel at single-threaded performance. Role: The CPU is the "brain" of the computer. It manages the operating system, runs most software applications (like word processors, web browsers, databases), handles complex logic, controls input/output devices, and manages memory. Strengths: Versatility: Can handle a wide range of tasks and switch between them efficiently. Latency: Excellent at quickly completing individual, complex tasks. Complex Logic: Designed fo...