What is consistency and availability tradeoffs in System Design?

Distributed systems often trade immediate consistency, availability, latency, and partition tolerance depending on the operation. 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.