To comprehend what is a GPU fully, we need to understand its key advancements in parallelism, memory optimization, and specialized programming languages like CUDA and OpenCL that have enabled GPUs to efficiently process vast amounts of data, significantly accelerating complex computations and enhancing performance in various applications.