The Slot Battle mechanism in Cardano refers to the process of resolving conflicts when multiple stake pools produce competing blocks for the same slot. It's part of Cardano's consensus protocol that ensures the network converges on a single, agreed-upon chain even in the presence of network delays or adversarial behavior.