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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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Peter Pryputniewicz Sr. Project Manager| Mindgruve Inc. Ca, United States
I don't have enough experience yet with prompt refinement to say that any of them have "drastically" change the output quality, but I have seen incremental improvements from chaining prompts to refine outputs.
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Anonymous

Thanks for sharing the prompt frameworks, Sergio. Will look into them.

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Keith Ross Project Manager| Wendel LLC Williamsville, Ny, United States

I have become more accustomed to critically evaluating the output and whether it addresses what I expected or thought I expected. After the evaluation, making a determination of how I can update the prompt to reach the expected outcome or clarify what was not clear in the previous prompt(s).

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Marcin Sosnowski Warsaw, 14, Poland

Very useful and well organized training ! Many thanks !

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Belinda Stewart Venice, FL, United States

Break down the requests into simple subtasks and provide examples

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Belinda Stewart Venice, FL, United States

Break down the requests into simple subtasks and provide examples

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George McLaughlin Other| McLaughlin & McLaughlin Georgetown, TX, United States
Process is the key to adding value.
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Michael Culhane Virginia, VA, United States

It's important to remember rules and formulas to create the best prompt.

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Anonymous

the Persona model has worked best for me but understand how the subtasks and chaining are very effective

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Anonymous

When we refine a prompt, we based on our request and the reponses from the AI.

This step is crucial because this process builds on our interactions with the AI.

Just like we are interacting with people, communication is important to understand each other.

When we interact with AI, this refining is actually the communication skills.

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