ActiveRecord::StatementInvalid Mysql::Error: MySQL server has gone away

Suddenly exceptional is sending emails about Mysql having gone away in
production. This had not been an issue until, well, today. No changes
have even been made. We see this with an internal product as well.
Does anyone know how to prevent this from happening? Why isn't rails
handling this more gracefully? Or can I help it to.