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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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Edson Kowask Bezerra Especialista em projeto Brasília,, Brazil
Jun 21, 2024 7:28 AM
Replying to Sergio Luis Conte
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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).

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Dustin Perepelecta Edmonton, Alberta, Canada

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Rohan Kala PMO Manager/ Sr. Project Manager| TrueCommerce Inc. Houston, Tx, United States
Jun 21, 2024 7:28 AM
Replying to Sergio Luis Conte
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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).
These are some excellent prompts Sergio, especially CARE and TAG. Thanks for sharing.
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Jacqueline Lovell-Santos Miramar, FL, United States
Sarah,
It transforms the generic response into the precise and actionable by clarifying intent while adding structure.
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Lori Kinney Senior Producer II| Second Dinner
You being specific in the prompt allows the LLM to be specific back to you in its response
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Anonymous
Refining prompts using the RTF formula have allowed me to steer away from broad and generic meeting summaries that miss the mark to tailored and actionable minutes with clear action owners and deadlines.
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Amit Goyal India

It helped in a learning way a lot. I am just a beginner with AI and good things about AI tool is, even after providing response/answer that you're looking for, it will give you an option if we need more curated version or response with some filters. If you explore all of them, it actually help you to understand how much you need to work upon your AI input response.

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Amit Goyal India

It helped in a learning way a lot. I am just a beginner with AI and good things about AI tool is, even after providing response/answer that you're looking for, it will give you an option if we need more curated version or response with some filters. If you explore all of them, it actually help you to understand how much you need to work upon your AI input response.

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Brian Evans Research and Development Director| Accreditation Commission for Health Care NC - Raleigh, NC, United States

Multiple times I was able to obtain more details in reporting, table creation, and information about specific topics. As my prompting improved and provided more details, the information the AI generated was more useful to the work I was doing.

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Alicia Zurita Panama City, 8, Panama

By interacting with AI and refining my prompts by adding specifics and relevant context, results tend to be more precise and in line with my needs.

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