[AskBob] Garbage In, Garbage Out

Published: Fri, 10/10/25

Updated: Tue, 10/14/25

Hi ,

Have you ever wondered why artificial intelligence sometimes gives the perfect reply, and other times just a generic, forgettable answer? The secret isn’t just in the technology, it’s how you ask the questions.

We use the maxim "Garbage In, Garbage Out" to explain that the accuracy and reliability of a system’s output depends on the quality of the input. If software receives vague, incomplete, or poorly structured information, it will return results that are just as useless.

Why Precision Matters

My new book “50 Shades of AI: You Are What You Ask” is all about the quality and detail of your prompts (the inputs), and how AI can genuinely transform your daily experience (the outputs).

Artificial intelligence has moved beyond science fiction into practical, hands-on solutions accessible to anyone with a smartphone, tablet or computer. But the real power of AI isn’t hidden in mysterious algorithms. It springs to life when you phrase a request clearly and specifically. A vague question leads to vague answers. But a prompt written with intent, context, and detail turns AI from a basic chatbot into a creative advisor for work, home life, family, health, and more.

Think of your AI prompt as giving directions to a skilled assistant: the more specific and structured your request, the more valuable and personalized the advice. For instance, if you tell AI to “help me write a resume,” you get a bland template. But ask “help me write a resume featuring my 5 years of project management experience in the construction industry, with emphasis on leadership and budget management skills” and you’ll receive a resume that stands out.

The Dramatic Difference: Vague vs. Detailed Prompts

Let’s see the difference in action. Consider travel planning:

The first prompt may generate something broad and impersonal. The second gives AI context. It knows your timeline, your travel companions, what’s important to your wallet, and your need for authentic local experiences. Suddenly, you have a travel plan that saves money, entertains your family, and makes every day memorable.

This strategy applies across the board. From generating wellness routines that factor in personal limitations, to troubleshooting tech problems with step-by-step clarity, detail is your best friend. The more you tell AI, the sharper its solutions.

Get Your Copy of “50 Shades of AI”

Don’t settle for AI that only goes halfway. The difference between frustration and breakthrough is a single, well-crafted question. “50 Shades of AI: You Are What You Ask” is packed with strategies, prompt templates, and customization ideas so you can transform your AI interactions into daily wins.

I'll guide you, step-by-step, with plain-English instructions to take full advantage of the most poular AI tools. Whether you’re a parent, a teacher, a creator, a homeowner, or someone simply curious about tech’s next frontier, this ebook offers accessible guidance and inspiration.

No coding or tech skills are needed! By mastering the art of prompting, you’ll be ready to harness the full power of AI, making life easier, more organized, and far more interesting than ever before.

Click here to learn more: 50 Shades of AI

If you have comments or questions, hit reply and I'll get back to you. See you again soon! -- Bob

 


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