A compute shader is a programmable shader stage in the graphics pipeline that allows developers to perform general-purpose computing tasks on the GPU, leveraging its parallel processing capabilities. It is highly effective for tasks that require massive parallelism, such as physics simulations, image processing, and complex mathematical computations, without the need for rendering graphics.