|What OS is on the first computer? |
In addition to the drive itself being the problem the data cable to the drive could also be at fault. IDE cables are fragile and SATA cables can error if folded too tightly.
A dirty or scratched disk combined with a dirty lense on the optical drive could also be the fault.
Possible RAM issue too.