Avoiding GIGO (Garbage In, Garbage Out) for Better AI Results

Crafting Better Prompts for Superior AI Results

Whether you’re exploring a new opportunity, solving a complex problem, or brainstorming innovative ideas, AI tools like ChatGPT, Gemini, and Copilot offer transformative possibilities. These tools can process vast amounts of data, identify patterns, and deliver tailored responses in seconds, making them invaluable for research and decision-making.
Unlike traditional search engines, AI doesn’t just retrieve information—it synthesizes it. This capability helps researchers save time, uncover fresh perspectives, and make more informed decisions. With the ability to adapt to specific prompts and deliver insights in various formats, AI is revolutionizing how we approach research and knowledge discovery.
That said, a timeless principle applies when using these tools: GIGO—”Garbage In, Garbage Out.” The quality of an AI’s output depends entirely on the quality of your input. Crafting effective prompts is the key to unlocking the full potential of generative AI.
In this post, we’ll explore the top five mistakes people make when prompting AI and share tips to help you write better prompts.

Top 5 Mistakes People Make When Prompting AI

1. Not Being Specific Enough

Neither humans nor AI are mind readers. If your prompt is vague or lacks detail, you’ll likely receive incomplete or irrelevant responses. Always provide a clear, detailed, and specific question. This includes describing the problem, constraints, and desired outcomes.

2. Not Specifying the Desired Response Format

Whether you need a list, a table, or an in-depth analysis, it’s essential to guide the AI on how to structure its response. This isn’t just about presentation—it ensures the AI processes and organizes information in a way that meets your needs.

3. Failing to Start Fresh or Clear Sessions

Using a single session for multiple unrelated tasks can confuse the AI, as it may carry over context from previous interactions. Starting a new session or explicitly asking the AI to “clear session” ensures the conversation stays focused.

4. Not Iterating or Refining Prompts

AI responses aren’t always perfect on the first try. Like a human conversation, you might need to clarify, refine, or reframe your question. Providing feedback and asking follow-up questions can guide the AI toward better results.

5. Unrealistic Expectations

Remember, AI is a tool—not an all-knowing oracle. It has limitations, such as lacking real-world experiences or deep understanding of highly specialized tasks. Recognizing these boundaries and knowing when to use other tools or methods can save time and frustration.

9 Guidelines for Writing Better AI Prompts

To get the most out of generative AI tools, follow these best practices:
  1. Be specific, clear, and complete in your prompts.
  2. Provide relevant context to help the AI understand your needs.
  3. Specify the desired format for the response (e.g., a list, table, or summary).
  4. Use simple, direct language to avoid confusion.
  5. Define jargon or niche terms the AI might not recognize.
  6. Keep prompts focused on one task at a time.
  7. Start with a fresh session to avoid context carryover.
  8. Iterate and refine your prompts based on the AI’s responses.
  9. Know when to switch tools if the AI isn’t suitable for the task.

By avoiding common mistakes and following these best practices, you can unlock the full potential of generative AI. Whether you’re using AI for work, creative projects, or problem-solving, these tips may help you achieve faster, more accurate results.
Happy prompting! 😊