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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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Leslie Ríos Program Manager| Aristeia Corporation Guayaquil, Guayas, Ecuador
The more context and feedback you gave the AI the better is the responses you get, also this is helpfull at the beginning when you are not sure on How to ask
The more context and feedback you gave the AI the better is the responses you get, also this is helpfull at the beginning when you are not sure on How to ask
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ArunPrabu C H PM | IBM Chennai, Tamil Nadu, India
Refining prompts has definitely helped with much better results. It is like humans re-writing email drafts or documentation a couple of times to get the desired outcome. AI is constantly learning and refining prompts helps improving AI learning and also helps humans to better interact with AI.
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Marwan Abdelrahim Germantown, Tn, United States
I believe it must be an effective prompt to get the value with different output, however, human efforts are essential and can't depend 100% on AI by itself.
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Konstantinos Karavasilis Athens, Attiki, Greece
Refining a prompt can drastically change output quality by making it more specific, structured, and goal-oriented.
I have little experience with GenAi but I have observed that any little feedback or aditional information to the AI system clearly improve the output with much more quality.
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Beverly Johnson PM II| RGP Shaker Heights, Oh, United States
Jun 23, 2024 5:12 PM
Replying to Booma Pugazhenthi
...
I disagree with the idea that frameworks like R-T-F, T-A-G, B-A-B, C-A-R-E, and R-I-S-E are essential for prompt creation. These structures can be restrictive and may stifle creativity and flexibility in designing effective prompts.
I think that the frameworks are essential in that they exist to help those that are new, jumpstart the creativity needed for prompt engineering. While some individuals can jump right in, others need guidelines and examples before they become comfortable with the tool
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Uttam Kumar Engineering Manager| American Eagle Outfitters Pittsburgh, PA, United States
Using GenAI, I learned that changing the words I use to ask for something makes a huge difference in what I get back. At first, I got okay answers. But when I was very clear and specific about what I wanted, the answers were much better. Instead of saying "give me a summary," I'd say "give me a short summary of this sales report, tell me about the different areas, and give me ideas on what to do, in a list." This gave me much more useful results. Being very clear helps GenAI give you exactly what you need.
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Luis Ricardo Valdivia Pinto Senior Programs and Projects Manager. PMP®| Consulting Santiago, Rm, Chile
In my experience, designing a clear, concise prompt, with an appropriate context and a specific role, allows obtaining a fairly precise and coherent first response that can be improved using iteration and then expanding it through the chaining method.

Very Best Regards,
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Elbadawi Elbadawi Omdurman, Sudan
AI like junior engineer which his experience increases and grow every time you refine the prompt
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Abolfazl Yousefi Darestani Manager, Quality and Continuous Improvement| Hörmann-TNR Industrial Doors Newmarket, Ontario, Canada
It changes the output. more details leads to more accurate response.
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