Yes, we knew there was a significant problem, but it had not caused catastrophic failure before, so we did not think it would happen in the future. -- Paraphrasing the opinion of all the engineers and scientists responsible for allowing the Space Shuttle "Challenger" to fly on the day it exploded on January 28, 1986.
