The parent poster already addressed that though:
“If you mistype your username, you might have entered another, existing username. Just telling the user 'wrong password' will mean they are less likely to check that the username was correct.”
If you inform the user the username they typed exists, the chance of them not thinking about double-checking they didn’t mistype their own username increases.