Amazon FBM – How to handle A/Z or amzn buy shipping issues.

So I sent out a package FBM, and it shows

The post office was unable to deliver the UPS SurePost package as addressed and returned it to the sender.

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i bought it via amazon buy shipping. do i refund the customer ? do i wait till they file AZ claim ? who here is going to eat the loss.