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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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PRASAD S V S V Senior Manager| Genpact India Tg, India
There’s still a lot to learn about AI, although its potential to support PMs is already clear. Thank you!
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PRASAD S V S V Senior Manager| Genpact India Tg, India
There’s still a lot to learn about AI, although its potential to support PMs is already clear. Thank you!
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Anonymous
Provide specific information, examples, documentation with clear and specific instructions using your best judgement choosing effective techniques such as the CREATE method for complex or multi-step scenarios.
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Anonymous

Some best practices are:

  1. Define your goal clearly before using AI and provide enough context.
  2. Use specific and detailed prompts so the AI understands exactly what you need.
  3. Verify the results by comparing them with trusted sources, data, or expert knowledge.
  4. Review outputs critically for errors, bias, or AI hallucinations.
  5. Use controlled experiments with anonymized or synthetic data when testing AI performance.
  6. Get team feedback when the results affect important decisions.
  7. Protect sensitive information by avoiding confidential or proprietary data.
  8. Iterate and refine your prompts based on the results to keep the output aligned with your original objective.

In short: Clearly define the objective → provide good context → generate → verify → review → refine.

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Anonymous

test

Desaroolar un prompt adecuado, refinar y pedir o brindar fuentes confiables.
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