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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
Jun 21, 2024 7:28 AM
Replying to Sergio Luis Conte
...
There are framewoks to create prompt. This is part of the Prompt Desing discipline. Those that gave me and the initiatives where I was included are:R-T-F (Role-Task-Format), T-A-G (Task, action, goal), B-A-B (Before, after, bridge), C-A-R-E (context, action, result, example), R-I-S-E (role, input, steps, expectations).
This is very helpful information. Thank you.
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Etta R. Pulce Los Angeles, California, United States
Through GenAI, refining a prompt is key to drastically communicate and change output quality that yields clearer and more specific responses, narrows the search to focus on the most relevant aspects of a topic, with coherent and applicable content responses. Style and tone can also be tailored to insight preferred responses that mimic the writer.
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Aditi Ashesh Bokaro, Jharkhand, India
In my experience refining the prompt has led to more accurate results
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Anonymous
I have asked ChatGPT to "try again" and with some context with what I'd like different with success.
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JORGE LUIS CANAL ROA KNOWLEDGE MANAGEMENT ADVISOR| bogota Bogota, Bogota, Colombia
DDefinetly using a structured format to interact with AI is the key for optimzing results, in my case i've been using AI for requesting proposal under specifict frameworks so in that cases is so use and powerfull feed the AI by little chunks and then chailing each response
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William Meza Soria Ing| personal Quito, Ecuador
personally, when I have changed the structured of the prompt, giving it a role, and a output format including a context more specific. The response is more accurate for the need that I want to solve
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NABIL ABDELMOHSEN HAMED TAKIELDIN Mansoura, DK, Egypt
Specificity: Define what you want in terms of format, audience, and scope.
Context: Provide role, persona, or purpose to guide the AI's tone and focus.
Constraints: Limit the output to avoid irrelevant or excessive information.
Structure: Break down broad prompts into clear steps or sections.
Feedback: Use iterative refinement to fine-tune results.

Each adjustment focuses the AI's response, ensuring relevance, clarity, and alignment with the intended goal.
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Yahsop Alroainy Project Management Dhamar, Yemen
There is no doubt that improving the way artificial intelligence is directed has yielded positive results. I realized this through my first experience in dealing with artificial intelligence, that wonderful and unique results can be obtained if you direct the correct direction and use clear formulations.
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Yahsop Alroainy Project Management Dhamar, Yemen
There is no doubt that improving the way artificial intelligence is directed has yielded positive results. I realized this through my first experience in dealing with artificial intelligence, that wonderful and unique results can be obtained if you direct the correct direction and use clear formulations.
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ABDELRHMAN AWAD ALLA Hussain Al-Anazi Cont.Est ALKHAFJI, 01, Saudi Arabia
Restricting and customizing topics helps AI quickly find value and purpose. AI also learns over time as you ask more questions.
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