I know two now-retired former co-workers who failed to take the appropriate RMD, out of ignorance not willful evasion. They both received a stern letter from the IRS that got their full attention. So, you’re correct, most likely very few people ever pay the penalty since the IRS gives them a window of opportunity to comply.
The penalty is an example of effective law. The punishment is so stiff, everyone complies.