Does it make sense to display error messages for in-place editing?

In place editing definition: A label fields that when I click turns into an input field and allows me to type modify the text. Then either by clicking out or pressing tab it will automatically save the data.

Now imagine I have a currency field that only accepts numbers. The users types in "L" but the input field automatically filters out the "L". How can I tell the user that it is invalid?