S01

Real-World LLM Examples

Practical ways people use AI every day

For Work

Writing Emails

The situation: You need to respond to a difficult client email.

Prompt: I received this email from an upset client:

"We've been waiting 3 weeks for our order and no one
is responding to our calls. This is unacceptable."

Help me write a professional, empathetic response that:
- Apologizes sincerely
- Doesn't make excuses
- Offers a concrete solution
- Keeps them as a customer

Result: A polished email you can customize and send in minutes instead of agonizing for an hour.


Summarizing Long Documents

The situation: Your boss sent a 40-page report and wants your thoughts by EOD.

Prompt: Summarize this report in 5 bullet points, focusing on:
- Key findings
- Recommended actions
- Potential risks
- Budget implications

[paste report]

Result: A quick grasp of the main points so you can respond intelligently.


Preparing for Meetings

The situation: You have a meeting with a new client in an industry you don't know well.

Prompt: I'm meeting with a client who runs a commercial
bakery tomorrow. I know nothing about this industry.

Give me:
1. The top 5 challenges commercial bakeries face in 2024
2. Key industry terms I should know
3. 3 smart questions I could ask to sound informed

Result: Walk into the meeting with confidence.


For Learning

Understanding Complex Topics

The situation: You keep hearing about "blockchain" but have no idea what it actually is.

Prompt: Explain blockchain to me in 3 levels:
1. Like I'm 10 years old
2. Like I'm a college student
3. Like I'm a tech professional

Start with level 1.

Result: Understanding that meets you where you are.


Learning a New Skill

The situation: You want to learn photography but don't know where to start.

Prompt: I just bought my first DSLR camera. I'm a complete
beginner. Create a 4-week learning plan that:
- Starts with the absolute basics
- Has practical exercises I can do each day
- Builds progressively
- Doesn't overwhelm me with theory

I can practice about 30 minutes per day.

Result: A personalized curriculum just for you.


Homework Help (For Parents)

The situation: Your kid is stuck on math homework and you forgot everything.

Prompt: My 7th grader is stuck on this problem:

"If a train leaves Chicago at 2pm going 60mph, and another
leaves Detroit at 3pm going 75mph, when do they meet?"

Don't just give the answer. Explain it step-by-step in a
way a 12-year-old would understand. I need to help them
learn, not just copy.

Result: You become the hero parent who "gets" math again.


For Home & Life

Meal Planning

The situation: It's Sunday and you need to plan dinners for the week.

Prompt: Create a 5-day dinner plan for a family of 4 where:
- 2 kids are picky eaters (no spicy food, limited vegetables)
- One adult is vegetarian
- Budget is about $15 per meal
- Max 30 minutes cooking time on weekdays
- We have a slow cooker and instant pot

Include a shopping list at the end.

Result: A practical meal plan with a shopping list, customized for YOUR family.


Planning a Trip

The situation: You want to plan a vacation but don't know where to start.

Prompt: Help me plan a 7-day trip to Portugal for 2 adults.

Constraints:
- Budget: $3,000 total (not including flights)
- We like history, food, and avoiding tourist traps
- One of us has mild mobility issues (can walk but needs breaks)
- Traveling in October

Give me a day-by-day itinerary with:
- Where to stay (specific neighborhoods)
- What to do each day
- Restaurant recommendations
- Realistic time estimates
- Backup rainy day options

Result: A trip plan that would cost $500 from a travel agent.


Understanding Bills & Paperwork

The situation: You got a confusing medical bill with codes and charges.

Prompt: Help me understand this medical bill. Here are the charges:

[paste bill details]

1. What does each charge mean in plain English?
2. Which charges seem standard and which should I question?
3. What should I say when I call to dispute anything?

Result: Confidence to deal with confusing paperwork.


For Health & Wellness

Understanding Medical Information

The situation: Your doctor mentioned a condition and you want to understand it better.

Prompt: My doctor said I have "mild gastroesophageal reflux."

Explain in plain English:
1. What this actually means
2. What's happening in my body
3. Common treatments
4. Lifestyle changes that help
5. When I should be concerned

Note: I know you're not a doctor. I'll discuss treatment
with my healthcare provider.

Result: Understanding that helps you have better conversations with your doctor.


Fitness & Habits

The situation: You want to start exercising but have constraints.

Prompt: Create a beginner workout routine for someone who:
- Is 45 years old
- Has a bad knee (can't do high-impact jumping)
- Has 20 minutes in the morning
- Has no equipment
- Hasn't exercised regularly in 10 years

Start easy. I need to build the habit first.

Result: A realistic plan that accounts for YOUR situation.


For Creativity

Writing Help

The situation: You're writing wedding vows and staring at a blank page.

Prompt: Help me write wedding vows. Here's some context:

- We've been together 6 years
- We met at a bookstore (both reaching for the same book)
- Our relationship is playful but deeply committed
- My partner helped me through my career change
- I want it to be heartfelt but not too long (under 2 minutes)
- I want one moment of humor

Give me a draft I can personalize.

Result: A starting point that's better than staring at a blank page.


DIY Projects

The situation: You want to build a bookshelf but don't know how.

Prompt: I want to build a simple floating bookshelf.
I have basic tools (drill, saw, hammer) but I'm not
handy at all.

Give me:
1. Materials list with approximate costs
2. Step-by-step instructions with pictures described
3. Common mistakes to avoid
4. How long this should take a beginner

Result: A project you can actually complete.


For Difficult Conversations

Resolving Conflicts

The situation: You need to have an awkward conversation with a roommate.

Prompt: I need to talk to my roommate about cleaning.
They leave dishes in the sink for days and it's driving
me crazy. But I don't want to damage the friendship.

Help me:
1. Plan what to say
2. Phrase things in a non-accusatory way
3. Anticipate their responses
4. Find a fair compromise

Result: A script that helps you navigate a tricky conversation.


Negotiating

The situation: You got a job offer and want to negotiate salary.

Prompt: I received a job offer for $75,000. Based on my
research, the role typically pays $80-90k in my city.
I have 5 years of experience and they seemed eager to
hire me.

Help me:
1. Craft an email asking for $85,000
2. Give me talking points for a phone call
3. What to say if they push back
4. What other benefits to negotiate if salary is firm

Result: Confidence to advocate for yourself.


Quick Reference: Prompt Patterns That Work

The Context + Task + Format Pattern

Context: I'm a [who you are] trying to [what you're doing]
Task: Help me [specific request]
Format: Give me [how you want the answer]

The Persona Pattern

Act as a [expert type] and help me with [problem].
Ask me questions first to understand my situation.

The Improvement Pattern

Here's my draft: [paste text]

Make it more [professional/concise/engaging/friendly].
Keep my main points but improve the [specific aspect].

The Comparison Pattern

I'm trying to decide between [option A] and [option B].

Create a comparison table with:
- Pros and cons of each
- Cost comparison
- Best for what type of person
- Your recommendation and why

Key Takeaways

  1. Be specific - The more context you give, the better the help
  2. Iterate - First answer not great? Ask for adjustments
  3. You're in control - Always review and customize the output
  4. It's a tool, not a replacement - LLMs assist YOUR thinking

Try It Now

Pick one example from this page and try it yourself. Modify it for your actual situation. See what happens.

The best way to learn is to experiment.


Original content to help beginners see practical possibilities.