AWS SAM template validation error detected during SAM Deploy. Pseudo-param ${AWS::AccountId} not accepted

Question

While attempting SAM Deploy, I\'m getting the following reject:

1 validation error detected: Value \'arn:aws:iam::${AWS::AccountId}:role/Lambda-Exec-And-CloudWatc