Yes, they can, but it can be fixed if needed!
Login to the Admin Dashboard.
Select the "Budgets" tab on the left-hand side.
Here you can see two budgets. One does not have an expiration date while the other does. These expiration dates are set when the budgets were created. Edit the budget to change the expiration date.