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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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Jessica Gidwani Program Management| US Army Northern Virginia, United States

Trust but verify the output, ensure the LLM has not hallucinated or made assumptions based on gaps in the prompted information.

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Mohammed Elrasheed Strategic Advisor | Business Development and Digital Transformation Consultant| Consulting Services Riyadh, Saudi Arabia

Mixing the CREATE Formula with the Patterns such as Chain of Thought, Chain of Feedback, ReAct, Question Refinement, Flipped Interaction, Risk Assessment Matrix, and Cognitive Verifier to have very well context, specified structure and clear guidance consolidated by given materials controlled by the validation techniques and continuous fact check to the outputs against the trusted and known primary sources; might lead up to 95% and above of receiving an accurate, relevant, and aligned result with your original goals expected.

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Mohammed Elrasheed Strategic Advisor | Business Development and Digital Transformation Consultant| Consulting Services Riyadh, Saudi Arabia

Mixing the CREATE Formula with the Patterns such as Chain of Thought, Chain of Feedback, ReAct, Question Refinement, Flipped Interaction, Risk Assessment Matrix, and Cognitive Verifier to have very well context, specified structure and clear guidance consolidated by given materials controlled by the validation techniques and continuous fact check to the outputs against the trusted and known primary sources; might lead up to 95% and above of receiving an accurate, relevant, and aligned result with your original goals expected.

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