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What is Prompt Engineering? Artificial intelligence, particularly natural language processing, has a notion called prompt engineering (NLP). In prompt engineering, the job description is included explicitly in the input, such as a question, instead of being provided implicitly. Typically, prompt engineering involves transforming one or more tasks into a prompt-based dataset and 'prompt-based learning'—also known as 'prompt learning'—to train a language model. Prompt engineering, also known as 'prefix-tuning' or 'prompt tuning,' is a method wherein a big, 'frozen' pretrained language model is used, and just the prompt's representation is learned. Developing the ChatGPT Tool, GPT-2, and GPT-3 language models was