Iterative Refinement

improve output quality via revision
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Description

Iterative refinement involves multiple prompting rounds to progressively improve the LLM's outputs. By providing feedback and guiding revisions at each stage, this technique enhances accuracy and polish, particularly for writing or creative tasks. Clear, specific feedback is key for effective refinement.

Example Prompt

Step 1: Write a brief outline for an article about the impact of artificial intelligence on healthcare.
Step 2: Based on this outline, expand on the section about AI in medical diagnosis.
Step 3: Now, add specific examples of AI applications in radiology to this section.

Sources