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In your experience with GenAI, how has refining a prompt drastically changed the output quality?

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Sarah Philbrick
PMI Team Member
Director, Learning Design & Development| PMI Asheville, NC, United States

With Generative AI, iteratively refining and optimizing prompts can lead to better AI-generated results. This may involve adjusting the specificity or clarity of the prompt to increase relevance and accuracy of results.

What examples do you have of how improving a prompt drastically changed the output quality?  What specific changes did you make that led to the improvement?
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Anonymous
From the moment we define very well what we want and it has a vast and reliable database
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Rajakumar Ramakrishnan Chennai, Tamil Nadu, India
At times I have noticed that AI misunderstood our requests. Through refining prompt I got the required output
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Claudio Tantignone Subgerente de Infraestructura y Arquitectura Tecnologica| Trenes Argentinos Operaciones Caba, Caba - Buenos Aires, Argentina
By refining the prompt, the AI ​​also refines the response, giving specific details to what one requires. If I see that the response is vague or does not give me the level of precision that I want, I review my prompt and I am more specific. It is the same as when a task is delegated, the response depends on the level of precision that is given in the prompt.
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Trever Simes IT Project Manager| Elwyn Hernando, Ms, United States
Will this give me my check mark?
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Trever Simes IT Project Manager| Elwyn Hernando, Ms, United States
I need this check please
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Roger Browne Sr. Release Coordinator| Elevance Health Lindon, Ut, United States
"Refining a prompt enhances output quality by providing clearer and more specific instructions, which helps the AI understand the context and intent better. This reduces ambiguity and guides the model to generate more accurate, relevant, and coherent responses. Iterative refinement allows for adjustments based on initial outputs, further improving the alignment with the user's goals."
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Matthew Grasso United States
If I asked you to throw a baseball at a target, that would be relatively easy. If I asked you to throw a baseball with while juggling 5 other balls while running in a straight line, you would (probably fail). Similarly, giving an AI less balls to juggle or less requests to address in a single prompt improves quality, consistency, and alignment to requirements.
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Samantha Cowdin Benicia, CA, United States
I am new to GenAI and honestly have used more as a search engine that a production tool but I am now learning how I can utilize this. I don't really have any examples right now of how I have refined but search but I understand that clarity and being able to ask GenAI to modify, repeat or confirm their sources would be of use.
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Anonymous
Yes, refining a prompt has made a positive difference. The quality of information was better and useful.
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Anonymous
I have noticed when I refine my prompt with more specific information, I am able to get better more detailed responses for my questions.
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