Basically, tax fraud = “I hope the IRS doesn’t notice I didn’t report my $10k lemonade stand empire.”
Mistakes = you just typed numbers wrong. Fraud = you typed numbers wrong on purpose.
If you do it on purpose and get caught, it’s jail time. If it’s a genuine mistake, it’s usually just fines and corrections.