Why can my system not boot using GRUB when using software RAID?

Release Found: Red Hat Enterprise Linux 3 and 4

Symptom:

You performed an installation where the system's filesystems are based on software RAID devices. The system does not boot or boots from one disk but not the other. You need the system to be hard-drive fault-tolerant in case either drive fails.

You are somewhat familiar with addressin...