What is Prompt Engineering for Chat GPT?

Prompt engineering is both an AI engineering technique for refining large language models (LLMs) with specific prompts and recommended outputs and the term for the process of refining input to various generative AI services to generate text or images. As generative AI tools improve, prompt engineering will also be important in generating other kinds of content, including robotic process automation bots, 3D assets, scripts, robot instructions and other types of content and digital artifacts

The AI engineering technique helps tune LLMs for specific use cases and uses zero-shot learning examples, combined with a particular data set, to measure and improve their performance. However, prompt engineering for various generative AI tools tends to be a more widespread use case, simply because there are far more users of existing tools than developers working on new ones.

It is also important to note that each tool has its own special modifiers to make it easier to describe the weight of words, styles, perspectives, layout or other properties of the desired response.