What is a common mistake with asynchronous messaging and event-driven architecture in Cloud Architecture?

Assuming exactly-once delivery and ignoring duplicate or out-of-order messages causes inconsistent business state. In practice, the value of this concept comes from understanding where it belongs in the architecture, what problem it solves, and what constraints or tradeoffs it introduces.