The hardware component responsible for processing tasks in a computer is the central processing unit (CPU). The CPU executes instructions from programs, performs calculations, and facilitates data manipulation. It is often referred to as the brain of the computer due to its critical role in managing and processing information. Faster CPUs significantly enhance overall system performance and user experience.