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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
Chain process and feedback can help to get better quality output
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Suvansh Jha Faridabad, Haryana, India
Break it down questions and prompt step by step. There should not be repeated questions and share reference data/spreadsheet to exact answers.
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Suvansh Jha Faridabad, Haryana, India
Break it down questions and prompt step by step. There should not be repeated questions and share reference data/spreadsheet to exact answers.
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Anonymous
Yes, just like what you request from a genie in the lamp, phrasing is important.
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MEI FENG WENG PM II| HP Taiwan
In my experience, refining a prompt often turns vague or generic output into sharp, actionable insights. A small tweak in clarity, tone, or structure can completely shift the depth, relevance, and usefulness of the response. Prompting is half the outcome.
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Adeboriota Ajulo Construction manager| Denaro Properties
Is there a negative effect in using Gen  AI ?
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2 replies by Grant DeCecco
Aug 11, 2025 12:07 PM
Grant DeCecco
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There can be many. AI tends to hallucinate meaning that it will makeup information, there are ethical considerations where the model could be bias, there are legal issues with data confidentiality and liability for AI's answers used in communicated to customers or the general public.
Aug 11, 2025 12:07 PM
Grant DeCecco
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There can be many. AI tends to hallucinate meaning that it will makeup information, there are ethical considerations where the model could be bias, there are legal issues with data confidentiality and liability for AI's answers used in communicated to customers or the general public.
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zaw zaw Myanmar
CREATE & used Prompt Chain
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Lucretia LEE-ARCENEAUX United States
The simplest way to put it is Generation Hallucinations.
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Olawunmi Afolabi None United States
It made the it more accurate, more refined and tailored results.
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Anonymous
When prompting the AI to compare products, I specify a side-by-side table with relevant features and info to compare. Organizing features, specifications, and pros and cons into clear columns improved readability and allowed to make confident decisions.
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