Where is Adapter Layers used in practice?

AI governance teams favor adapters for multi-task scenarios where many task-specific adapters share one base model, enabling fast task switching at inference. LoRA has largely displaced classical adapters in 2023-2025 production workflows but adapters remain in active use in research and specialized deployments. The pla