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When using AI systems, what are some best practices for ensuring the results you receive are accurate, relevant, and aligned with your original goals?

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Sarah Philbrick
PMI Team Member
Director, Learning Design & Development| PMI Asheville, NC, United States

Validating and checking outputs is critical when working with AI systems like Generative AI. Such validation approaches may include establishing clear criteria, implementing strong testing protocols, and continuous refinement.

In your experience with AI, what are some best practices for ensuring the results you receive are accurate, relevant, and aligned with your original goals?

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Here are the key best practices, broken down into a structured framework.


Be precise while giving prompt
Fact check everything as AI is prone to hallucinations
Assess for Bias if any
Ask follow up question
Maintain Human in the loop

By adopting this disciplined approach, you transform from a passive user into an active director, leveraging AI's immense capabilities while safeguarding against its weaknesses

Here are the key best practices, broken down into a structured framework.


Be precise while giving prompt
Fact check everything as AI is prone to hallucinations
Assess for Bias if any
Ask follow up question
Maintain Human in the loop

By adopting this disciplined approach, you transform from a passive user into an active director, leveraging AI's immense capabilities while safeguarding against its weaknesses

Here are the key best practices, broken down into a structured framework.


Be precise while giving prompt
Fact check everything as AI is prone to hallucinations
Assess for Bias if any
Ask follow up question
Maintain Human in the loop

By adopting this disciplined approach, you transform from a passive user into an active director, leveraging AI's immense capabilities while safeguarding against its weaknesses

avatar
Amanda Thomas Program Manager| Mary Washington Healthcare Fredericksburg, Virginia, United States
Really liking this course thus far. I really appreciate learning how to format prompts, that has opened a new world to me in how to get the most out of using AI.
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Anonymous
Jun 07, 2024 9:24 AM
Replying to Sergio Luis Conte
...
AI is a broader term. Generative AI is just an ancient model but everything "explode" when Google published the new architecture called transformer in 2017. So, with that said, take into account that generative AI is just "predictive test with steroids" just simplifying the model. With that said, two key points has to be taking into account when somebody works with AI: 1-human in the loop. 2-AI without Data (today called data science discipline or big data or whatever) is the same thing that live without oxygen. Talking about generative AI all related to technology has almost not impact with relation to all related to non-technological roles and activities. What you stated about accuracy and things like that are easy to implement because there are a lot inside disciplines like statistics. Most of them to make things "a priori" to prevent instead of cure. Few organizations taking into account that when generative AI environments are put in place almost a new business unit has to be created where roles like lawyers, linguistic, diversity and inclusion specialist must be hire to help on put it in place.
Good analogy.
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Anonymous
use appropriate prompt strategies. use an iterative approach
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Anonymous
Provide enough context and details. Also share templates or formats to be used for output.
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WILSON ADIEL RODRIGUEZ RODRIGUEZ BOGOTA, DC, Colombia
I believe that when using AI systems and ensuring that the results received are accurate, relevant, and aligned with the original objectives, it must be taken into account that AI is generative, therefore it learns through iterations. On the other hand, I fully agree with prompt design techniques such as RTF and CREATE, as well as with the refinement of the prompts that are generated as the interaction between the project manager and the LLM progresses.
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Rogers Mugenyi Program Manager| Enve Engineering Consults Ug ltd Kira/ Wakiso District, 113, Uganda
To get accurate and relevant results from an AI, craft clear, specific prompts with detailed context, then iterate and refine your questions based on the AI's outputs
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Haresh Thevathasan Sr. IT Consultant| Public Consulting Group Ca, United States
Define a well thought out prompt and iterate until the data is not generic and shows valuable output
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