HOW TO GET THE BEST OUT OF A.I?

  

If you've used ChatGPT, Claude, Gemini, or any of their cousins, you already know the feeling: sometimes the answer is brilliant, and sometimes it's a wordy mess that misses the point entirely. The difference, more often than not, isn't the AI - it's how we're talking to it. These tools have quickly become some of the most powerful productivity helpers ever invented. They can draft emails in seconds, summarize long articles, brainstorm ideas, plan trips, explain confusing medical terms, and help you compose the perfect birthday note to a grandchild. But most people are only scratching the surface, because they keep tripping over the same handful of mistakes. Once you know what they are, they're remarkably easy to fix and no technical background or smart programming are required.

 

Do not ask Vague Questions

Proper prompts are essential for a large language model (LLM) to function. These have to be clear cut and accurate and not vague and open ended. This is the single most common reason people walk away disappointed. If one types "Write me an email to my doctor" or "Give me ideas for my anniversary" - and then wonder why the response feels bland, generic, or off-target, the LLM can not be blamed. Think of it this way: if you walked into a restaurant and told the waiter "Bring me food," you'd probably get something edible, but it almost certainly wouldn't be what you actually wanted. AI tools work the same way. They aren't mind readers. They take what you give them, and a thin prompt produces a thin answer.

Compare these two prompts:

Vague: "Write a letter to my neighbor about the fence."

Specific: "Write a polite but firm 150-word letter to my neighbor letting them know that the wooden fence between our yards is leaning into my garden bed and needs repair. I'd like to stay friendly because we've lived next door for fifteen years, but I want to make clear that I'd like it fixed within the next month."

The second prompt tells the AI everything it needs: the length, the tone, the relationship, the specific problem, and the desired outcome. The result will be dramatically better, often usable with only a small tweak or two.

 

How to avoid a catastrophe?

Before hitting "enter," ask yourself four quick questions:

1.      Who is this for? (My grandson, my insurance company, a casual friend?)

2.      What's the purpose? (Persuade, inform, entertain, apologize?)

3.      How long should it be? (Two sentences? A full page?)

4.      What tone do I want? (Warm, formal, playful, businesslike?)

Put those answers into your prompt and you'll see the quality of your results improve immediately.

A useful habit: treat your AI prompt like instructions to a thoughtful but brand-new assistant. The more they know about the job, the better they'll do it.

 

Do not forget to give the AI Context and Examples

Even a well-worded prompt can fall flat if the AI doesn't know your situation. Many people leave out the very details that would help the AI deliver something genuinely useful - not because they're hiding anything, but because they forget that the AI is starting from a completely blank slate every single time. It doesn't know you, your family, your job, or what you've been working on, unless you tell it.

Let me give you an example - "Help me write a toast for a wedding" will produce a perfectly serviceable generic toast. But: "Help me write a five-minute toast for my daughter Smita's wedding. She's marrying Diwakar, an architect she met in college. I'm her father, I want the tone to be warm and lightly humorous, and I'd like to mention how she used to organize pretend weddings for her stuffed animals as a child."

Now the AI has a real story to work with - and the result will feel personal instead of pulled from a template.

Show AI, don't just tell

If you want the AI to match a certain style or tone, paste in a sample. "Write a Alumni newsletter in the style of this one I sent last year - [paste it in here]." The AI will pick up on your voice, your sentence rhythms, and your favorite turns of phrase. This single trick can transform AI output from "obviously written by a robot" into something that sounds genuinely like you.

Give the AI a role to play

1.      This role-play surprisingly changes the quality of its answers. Try starting with phrases like: "You are a patient retired English teacher helping me edit this..."

2.      "Act as a financial advisor explaining this concept to someone with no background in investing..."

3.      "Pretend you're a travel guide who specializes in walking tours of small European cities..."

When AI has a designated role, it gives more satisfactory answers.

Provide AI with background knowledge

Before you ask your question, take ten seconds to add a sentence or two of background. Who you are, who it's for, what you've already tried, and a sample if you've got one. This small investment of context pays off enormously in output quality.

 

Don’t give up on AI easily

Walking Away after the First Try is foolish. This is perhaps new to you, spend time in befriending it. People often treat AI like a vending machine: push a button, accept whatever comes out, walk away grumbling if it isn't quite right. But AI isn't a vending machine - it's a conversation. And the magic almost always happens on the second, third, or fourth exchange, not the first. If the response isn't what you wanted, you don't need to start over with a brand-new prompt. You can simply tell the AI what to change, the same way you'd give feedback to a writer or editor.

Some of the most useful follow-up phrases include:

1.      "That's too formal - make it warmer and more conversational."

2.      "Cut this in half. Keep only the most important points."

3.      "Give me three different versions, each with a different tone."

4.      "You missed the most important point: [explain]. Try again."

5.      "Make this sound more like something I'd actually say."

6.      "Now rewrite it for a reader who doesn't know much about the topic."

This is also the secret behind how professional writers get great results from AI: they iterate. They don't expect perfection on the first pass - they expect a starting point, then they sculpt it. You can even write "Look back at what you just wrote. What are its weakest points, and how could it be improved?" You'll often be surprised at how thoughtfully it identifies its own flaws - and the rewrite that follows is usually much stronger.

You can also ask the AI to ask you questions before producing anything. A prompt like "Before you answer, ask me three clarifying questions to make sure you have what you need" can turn a mediocre exchange into an excellent one. Suddenly the AI is interviewing you, drawing out the specifics it needs to do a great job.

Always think of the first response as a draft, not a final answer. Plan to spend at least one or two follow-up messages refining it. You'll get vastly better results - often in less total time than starting over from scratch.

 

Don’t trust everything AI tells you

This is the most important mistake we make with AI and this can cause real harm. AI tools have a habit known as "hallucination" - a friendly-sounding name for a serious problem. They will sometimes invent facts, make up statistics, fabricate quotations, or cite books, studies, and court cases that don't actually exist. And here's the part that catches people off guard: the AI sounds just as confident when it's wrong as when it's right. The headlines are sobering. Lawyers have been fined and publicly embarrassed for filing court documents stuffed with AI-invented case citations. A major tech company's stock dropped sharply after its AI confidently stated a factual error during a public demo. Travel articles generated by AI have recommended visiting non-existent landmarks. Medical chatbots have been caught producing fabricated citations to reputable journals to back up dangerous health claims. The pattern is clear: AI is brilliant at generating text that sounds right. Whether it is right is a different question entirely.

So, when it comes to health and medical information - never act on AI medical advice without confirming with your doctor. Financial and legal questions - tax rules, inheritance issues, insurance details, contract language all need to be duly verified by experts. Confirm with a professional, AI cannot replace a qualified professional. Always double check:

1.      Specific numbers, dates, and statistics - especially anything you plan to share, publish, or act on

2.      Citations and references - if the AI quotes a book, study, or article, check that it actually exists before relying on it

3.      Recent news and current events - many AI models have a cutoff date for their knowledge and may not know what happened last week, last month, or even last year.

Treat AI output the same way you'd treat advice from a very well-read but occasionally unreliable friend - useful as a starting point, but always worth verifying for anything important. A simple rule of thumb: if you'd be embarrassed to be wrong about it, take two minutes to check it against a trusted source. Many AI tools now have a web search feature built in - turning it on is one of the easiest ways to reduce the risk of hallucinated facts.

 

Don’t cram everything into one giant prompt

It's tempting, when you have a big project, to dump the whole thing into the AI at once. "Plan my two-week trip to Italy: I want flights from Delhi, hotels in four cities, a day-by-day itinerary, restaurant recommendations for each dinner, a packing list, useful Italian phrases, tips on tipping etiquette, and a budget breakdown."

The AI will give you something - but it will almost certainly be shallow, generic, and full of errors, because you've asked it to juggle eight different jobs at once. AI tools, like people, produce their best work when they can focus on one thing at a time. The fix is simple: break big projects into a series of smaller, focused conversations, letting each step build on the one before it. Using the Italy example, a much better approach would be:

1.      First, ask for help choosing which four cities to visit based on your interests, time, and travel pace.

2.      Once you've picked them, ask for a suggested order and rough number of nights in each.

3.      Then ask for a sample day-by-day plan for the first city.

4.      Then ask for restaurant ideas for that city in your price range.

5.      Then move on to the next city, and so on.

You'll end up with vastly better answers - and because each step is focused, you'll also catch any mistakes more easily before they get baked into the larger plan.

This same principle applies to almost any project: writing a long letter, planning a family gathering, researching a major purchase, learning a new topic. Small, focused exchanges beat one giant ask, every time.

 

Know what AI is good at and what it isn't

It's wonderful for drafting, summarizing, brainstorming, explaining, and rephrasing. It's less reliable for arithmetic, very recent news (unless web search is on), and anything requiring real-world judgment about your personal life. When in doubt, use AI as a thinking partner - not the final decision-maker.

 

So, I hope you have understood the scope of the available LLMs and how we can make the best use of them. They are like a new friend whom you have recently met, with time your friendship will only get mature and it will be of more and more help. You will understand its strong point and its limitations and eventually your relationship will become sound and fruitful.