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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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Bhaskar Raja Sundaram Bangalore, KA, India

Good one and helps in providing solutions

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ArunKumar Muniyappa PM Consultant| IBM India Private Limited Saltlakecity, Ut, United States
Refining a prompt can drastically change GenAI output quality:
• A refined prompt gives clearer direction, reducing AI guesswork.
• Adding context helps the AI produce results that match your exact goal.
• Specific instructions improve accuracy and cut out irrelevant information.
• Defined structure or format leads to more organized and usable output.
• Iterative refinement aligns the AI’s response more closely with your expectations.
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Amar Hegde Bangalore, Karnataka, India

n my experience, AI optimization is an iterative process. As prompts become more specific and refined, the quality of the output improves proportionally, yielding highly targeted and actionable information

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