Prompt engineering is the discipline of creating well-designed prompts for language-based AI models. Using a well-designed prompt can improve performance on a particular task, while a poorly designed prompt may be misunderstood by the model or result in performance degradation. 

Prompt engineering is a diverse practice which takes many forms depending on the type of model and goal of the prompt. For example, prompts for image generation models are virtually unrelated to prompts for conversational models.
spam fails_task lang_mismatch pii not_appropriate hate_speech sexual_content quality toxicity humor helpfulness creativity violence