Problem:  

Email message bounced back.

Error:  

"Delivery has failed to these recipients or groups".

Topology:  

• Exchange.
• Distribution group.
• Delegation set up with Send As privileges.  

Possible Solution:  

Make sure the distribution list is not hidden.  Doh!

Exchange 2010