Well it is not JP's fault if the Yahoo Junk folder ate his emails to you. See if you can add his email to the "This is not Spam" list?
Or at the very least do not empty your Junk folder and click on the "This is not spam" link/button when reading JP's email.
You know, you might just owe JP an apology.
