Some thoughts on this thread:
If you have foreign income or foreign accounts that place you above the relevant thresholds, there are those in Congress who automatically assume you are a criminal, money launderer, drug baron, or tax cheat. There are also those in Congress and the IRS who realise that some people do live abroad, and are not any of the above, and are leading ordinary, legal lives. They have therefore placed a responsibility upon those people living abroad who are above the thresholds. If you are not any of the nefarious types above, then you must file a yearly tax return and other information forms which will prove your 'innocence'. It's required under citizenship based taxation.
Hyperbole? Possibly.
If you have not met that responsibility, there is no "Oops! Sorry, made a mistake, here's the info; won't happen again, let's forget about it and get on with things" button.
Instead, you have 5 or 6 choices as to how you amend your oversight. They range from a 'quiet disclosure' as Vadio has noted, to the current 'official' option called the 'Streamlined' disclosure (and those beyond). Each and every option carries a certain amount of risk for the taxpayer.
It's very important for anyone who may find themselves in this position to do some homework. (Sorry, but there are no options on this, other than to employ someone to do it for you.)
Do not go forward on any of the options until you fully understand the positives and potential dangers of each.
And, you really should go forward. Don't hide your head in the sand. As Guya pointed out, that's becoming increasingly difficult to do.
Again, as always, IMHO only.