Approximate computing is a computational paradigm and research field focused on intentionally reducing the accuracy of computations in applications that can tolerate some degree of error. This trade-off enables significant gains in performance, energy efficiency, and hardware resource utilization by employing specialized hardware architectures and software techniques that deviate from strict correctness.