The Vector Engine is a specialized hardware accelerator designed to handle vector computations more efficiently than traditional CPUs or GPUs. Vector computations, which involve processing arrays of data in parallel, are fundamental to many AI and machine learning tasks. The Vector Engine's architecture is optimized for these operations, enabling faster data processing and reducing latency.