The Science Of Prompt Design
The science of prompt design involves understanding the principles and mechanisms that underlie how prompts are used to interact with AI models like ChatGPT effectively. Here are the key aspects of the science of prompt design: Communication Theory This is like using the right words and tone when talking to a friend. Just as you’d say, “Can you please pass the salt?” instead of “Give me the salt!” to be polite, you use the right language in prompts. For instance, you can say, “Could you explain climate change?” for a polite request to ChatGPT. Cognitive Pshycology Think of this as understanding how your friend’s brain works. When you tell a joke, you know they need to understand the setup before the punchline. In prompt design, you structure your request logically. For example, instead of starting with “Answer this,” you might give context with, “To understand global warming, please explain the greenhouse effect.” Natural Language Processing (NLP) NLP is like ...