Docker Desktop not working with Apple Mac M1

Problem

Docker Desktop(4.24) not working with macOS Monterey(12.2.1). It is throwing an error: “Docker Engine stopped”

Solution

Downgrade to Docker Desktop 4.22 instead. Download Link