Project Management

Please login or join to subscribe to this thread

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

linkedin twitter facebook   Artificial Intelligence  
avatar
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?

Sort By:
< 1 ... 88 89 90 91 92 93 94 95 96 97 98 ... 191 >

I would prefer below points to receive accurate, relevant results that are aligned with my original goals..


Define and explain the clear objective
Need to provide adequate context & references to the objective
Prompt should be specific, and includes details such as key points, language, tone, length, style & format of answer etc.
Ask AI for references to its answers. Try asking for factual references.
If needed, try to refine your prompt. Ask relative questions
Involve AI on personal level, such as role play model
Before coming to any conclusions ask for the alternatives & limitations
avatar
TAREK FATTAL Kuwait, Kuwait, Kuwait
Iteration, evaluation and comparison between different tools could be a good solution.
avatar
Anonymous
Be specific and ensure you clearly state the task at hand. Additionally, incorporate reference checks and citations to ensure AI isn't hallucinating. When appropriate upload documentation with PHI, or PII to ensure KPIs and objectives are met.
avatar
MARIA RUIZ ARIAS Other| Oleoducto de los Llanos Orientales BOGOTA, DC, Colombia
Fundamental tener el contexto, identificar que necesidad tienes, como te puede ayudar la IA, formular la pregunta de manera clara, y validar la respuesta con el objeto de asegurar que sea precisa.
avatar
Sundaram Saravanan Manager - Delivery| Virtusa Consulting Services Pvt Ltd Chennai, Tamil Nadu, India
Iterate your requests and Refine your Requests based on the responses which makes the LLM to understand the expected outcome clearly and give more clear and precise output.
avatar
Yerly García Falla Bogotá, Bogotá D.C., Colombia
First name the type of role desired, then the key and concise question, then the background data, the type of output desired, use various AI tools compare the answers, give feedback to the AI ​​and ask again adding your own knowledge and/or point of view
Be Clear and Specific

Start with precise, detailed prompts that clearly state your objectives. Instead of "help me with marketing," try "create a social media strategy for a B2B software company targeting small businesses, focusing on LinkedIn and Twitter for the next quarter."


Provide Context and Constraints

Give the AI relevant background information and specify any limitations or requirements. Include details about your industry, audience, budget constraints, timeline, or specific formats you need.


Use Examples and Templates

Show the AI what you want by providing examples of desired outputs or templates to follow. This helps establish the style, tone, and structure you're looking for.


Break Down Complex Tasks

Divide large projects into smaller, manageable steps. This makes it easier to verify accuracy at each stage and course-correct if needed.


Iterate and Refine

Don't expect perfection on the first try. Review the initial output, identify what needs adjustment, and provide specific feedback to refine the results.


Verify and Cross-Check

Always fact-check important information, especially for critical decisions. Use multiple sources and your own expertise to validate AI-generated content.


Set Clear Success Criteria

Define upfront what "good" looks like for your specific use case. This helps you evaluate whether the AI's output meets your standards.


Use Structured Prompts

Organize your requests with clear sections like objective, context, requirements, and desired format. This helps the AI understand and address all aspects of your needs.


Test and Validate

For ongoing use cases, test the AI's outputs with small samples first before scaling up, and regularly validate that results continue to meet your evolving needs.



The key is treating AI as a collaborative tool that works best when you provide clear direction, feedback, and oversight rather than expecting it to read your mind or work independently without guidance.

avatar
Israel Ufomadu Whitby, Ontario, Canada
Providing context specific and relevant to the particular scenario will ensure that results you receive from AI systems are accurate, relevant, and aligned with your original goals
avatar
Anonymous
The prompt should be clean clear and concise and should not be cluttered
avatar
Anonymous
The prompt should be clean clear and concise and should not be cluttered
< 1 ... 88 89 90 91 92 93 94 95 96 97 98 ... 191 >

Please login or join to reply

Content ID:
ADVERTISEMENTS

"I find that the harder I work, the more luck I seem to have. "

- Thomas Jefferson

ADVERTISEMENT

Sponsors