Fault tolerance involves incorporating error correction codes that provide redundant information to reconstruct correct values. While this enhances reliability, it also introduces performance and memory overhead, necessitating a careful balance between resource use and system dependability. The discussion highlights the inherent costs of designing reliable systems, emphasizing that achieving fault tolerance is not without its trade-offs.