Fault-tolerant computation refers to the ability of a computer system or network to continue operating seamlessly in the event of hardware or software failures. It ensures reliability and continuous availability through techniques like redundancy, error detection, and recovery mechanisms, making it crucial for systems requiring high reliability such as financial services, healthcare, and telecommunications.