Prompt-based

The adjective 'prompt-based' describes a system, method, or interaction that relies on specific instructions or cues (prompts) to elicit a desired response, output, or action. These prompts serve as the initial input, guiding the process and shaping the outcome. This approach is frequently employed in artificial intelligence, creative writing, data analysis, and various instructional contexts. The effectiveness of a prompt-based system hinges on the clarity, precision, and relevance of the prompts themselves, as poorly constructed prompts can lead to irrelevant or inaccurate results. The prompts can vary in form, including textual instructions, visual cues, or auditory commands, designed to elicit the desired behavior or response. The approach often leverages predetermined parameters, algorithms, or templates to narrow down a set of potential answers or outcomes based on the nature of the provided prompt.

Prompt-based meaning with examples

• The AI art generator utilizes a prompt-based system. Users enter textual descriptions of what they want to see, like 'a majestic dragon in a sunset,' and the system creates images reflecting that input. The quality depends heavily on the clarity of the prompt.
• In training simulations, a prompt-based technique is often employed to test and hone participant’s skills. The system presents scenarios to the user, and, based on their response, provides guidance to refine and expand their awareness.
• The research team used a prompt-based interview technique to gather specific, nuanced information about participant’s opinions. They carefully crafted questions to guide the conversation, ensuring that the desired data was acquired with precision.
• For creating unique stories in a writing workshop, the teacher implemented a prompt-based activity. Writers were presented with sentence beginnings, such as, 'The old house creaked, but...', fostering creativity by offering initial direction.