A constructive way to form communications with LLMs. As we improve the quality of prompts, we can expect better results from the models. Similar to linguistic, a good prompt is a good form of communication with the system.
This is different from zero-shot prompting
CoT prompting
See also: NLP
You can think of it as explaining a big topics to a five years old. You break down topic into smaller, logic parts that mimics a train of thoughts.
Least-to-most prompting
Prompted to first list the sub-problems to a problem, then solve them in sequence.