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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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When I was young, public broadcast TV featured shows that celebrated the art and science of conversation and reason. Fast forward to today, and we find ourselves in the age of AI, witnessing a resurgence of these disciplines of logic and critical thought. I appreciate how AI prompting is reminding us of the enduring value and significance of engaging in meaningful conversations and exercising the art and science of critical thinking.
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Jason Deonarain Senior Manager, Agile Transformation| Northwell Health Farmingdale, NY, United States
I find that the more refined the prompt the more refined the output. Also with the LLMs also evolving at a more rapid pace, this too enhances the overall output.
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Jane Martel Senior Project Manager| Arapahoe Library District Co, United States
In answer to the question, refining prompts definitely leads to drastically improved output quality. No question; it's worth doing!
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Anand Rajakumar Operation Manager| Mouser Electronics Vijayapura, KA, India
It is ironic that much of the early conversation about ChatGPT had to do with the demise of writing skills when, in fact, the very success of generative-AI searches is determined by the quality of precisely written prompts.
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Lissy Jaison Chennai, TN, India
Refining a prompt in Generative AI (GenAI) can significantly enhance output quality by making the request more specific and aligned with the desired outcome. For example, a vague prompt might yield broad or irrelevant results, while a well-crafted prompt can direct the AI to produce more accurate, relevant, and contextually appropriate responses. This precision in prompts helps in fine-tuning the AI's understanding and generating higher-quality outputs.
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Vijayan Anandham Yokogawa Abu Dhabi, Az, United Arab Emirates
a) More precise data
b) easy to understand
c) more clarity
d) time spent is useful
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Jen Bigos Portfolio Manager| Cisco Systems Arizona, United States
I love refining my prompts, not only does it give me better results, but it also teaches me how to be a better, clearer communicator with my employees.
If AI doesn't understand me, how am I supposed to expect one of my employees to understand me! Always verify the output you get. It will need a sanity check, despite how many years of experience one has.
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Özgür ?ener Ankara, 6, Türkiye
In the past I was getting biased responds, but now I get correct result.
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MOHAMMED ILLIYAS ABBAS Project Manager| AlBilad Investment Company Riyadh, 01, Saudi Arabia
Yes started with tons of information to what I required, good journey. slow and steady as I reforming the prompts.
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Anonymous
AI understands the context better and gives the right output without much deviation.
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