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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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Barbara Vidili Head of Operations| Skillgym Milan, Italy

Personally, I like the Tree-of-Thought approach a lot, because considering several risk-response strategies can, in a way, increase how effective the tool actually is. I also always ask the AI tool to cite the sources behind its reasoning. If there are links to verifiable and credible sources, then I feel more confident about the output.

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Barbara Vidili Head of Operations| Skillgym Milan, Italy

Personally, I like the Tree-of-Thought approach a lot, because considering several risk-response strategies can, in a way, increase how effective the tool actually is. I also always ask the AI tool to cite the sources behind its reasoning. If there are links to verifiable and credible sources, then I feel more confident about the output.

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Barbara Vidili Head of Operations| Skillgym Milan, Italy

Personally, I like the Tree-of-Thought approach a lot, because considering several risk-response strategies can, in a way, increase how effective the tool actually is. I also always ask the AI tool to cite the sources behind its reasoning. If there are links to verifiable and credible sources, then I feel more confident about the output.

avatar
Barbara Vidili Head of Operations| Skillgym Milan, Italy

Personally, I like the Tree-of-Thought approach a lot, because considering several risk-response strategies can, in a way, increase how effective the tool actually is. I also always ask the AI tool to cite the sources behind its reasoning. If there are links to verifiable and credible sources, then I feel more confident about the output.

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Xavier Emilio Loor Torres DP World Guayaquil, Ecuador
before applying any prompt framework, in my opinion the most important thing is to ask the correct question or ask to do the correct task. Then, it is necessary to give enough context, give a role (persona) yo the AI, output format, and be the clearest possible.
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Kavitha S India

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Anonymous

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Trinity Thompson United States

Some best practices include giving the AI clear and specific instructions, providing enough context about the goal, and reviewing the response carefully. AI-generated information should also be verified against reliable sources when accuracy is important. If the response does not fully meet the original goal, the prompt can be adjusted by adding more details, constraints, or clarification until the output is more useful.

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Trinity Thompson United States

Some best practices include giving the AI clear and specific instructions, providing enough context about the goal, and reviewing the response carefully. AI-generated information should also be verified against reliable sources when accuracy is important. If the response does not fully meet the original goal, the prompt can be adjusted by adding more details, constraints, or clarification until the output is more useful.

avatar
Trinity Thompson United States

Some best practices include giving the AI clear and specific instructions, providing enough context about the goal, and reviewing the response carefully. AI-generated information should also be verified against reliable sources when accuracy is important. If the response does not fully meet the original goal, the prompt can be adjusted by adding more details, constraints, or clarification until the output is more useful.

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