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Your AI Advantage WeeklyOctober 19, 2025·4 min read

You Have Permission to Be Lazy With AI Prompts

Go from lazy bad to lazy good. Here's how to improve your results without the effort.

RileyRiley Beresini
You Have Permission to Be Lazy With AI Prompts

Listen up.

You're sitting there, typing another quick prompt.

"Build me a marketing strategy for our new product."

Hit enter.

What comes back?

Generic slop.

Sounds like AI wrote it, not you.

You remember all that prompt engineering training.

The multi-step strategies. The persona matrices. The tone guides.

You feel guilty you're not using any of that.

But here's the truth:

You don't have time for that, and you don't need to.

Just learn to be strategically lazy instead.


The Prompt Spectrum: Lazy vs Precise

Most AI training makes you feel like you need a PhD to write a good prompt.

Total nonsense.

Here's the deal...

You have my permission to be lazy 90% of the time.

But, we're going to take you from lazy bad to lazy good.

You Have Permission to Be Lazy With AI Prompts — But, we're going to take you from lazy bad to lazy good.

Lazy Prompts — 90% of Interactions

👎
Lazy Bad: Vague requests that produce generic slop
👍
Lazy Good: Quick, specific prompts that get personalized results

Be lazy when you need:

  • Quick answers
  • Basic guidance
  • Simple instructions or outputs
  • Surface-level information

Precision Prompts — 10% of Interactions

👍
Precision: Deep, structured work for complex tasks & automation

Be precise when you need:

  • To solve complex problems
  • To create repeatable processes
  • To conduct deep research or analysis
  • To generate truly unique or custom results

Most interactions should be quick and simple.

The other 10%?

That's where you spend time creating precision prompts that do heavy lifting.


From Lazy Bad to Lazy Good: 4 Upgrades That Take Seconds

1. Add Just Enough Background Info

Bad lazy is providing zero context.

Big mistake. Context turns generic into personalized.

👎
Lazy Bad: Summarize this customer feedback.
👍
Lazy Good: Summarize customer feedback from enterprise clients about our new dashboard. Focus on usability issues and feature requests. I'm presenting to the product team tomorrow.

2. Give AI a Personality

If you don't give AI perspective, it defaults to drab.

Getting creative with it's personality gives you rich responses.

👎
Lazy Bad: Write an email to a prospect.
👍
Lazy Good: You're a no-nonsense sales consultant who gets to the point. Write a follow-up email to a prospect who went silent after our demo. Be direct, not pushy.

3. Have AI Be Your Amplifier

AI returns slop when you don't share your POV.

Go beyond that by using AI to expand and showcase your thinking.

👎
Lazy Bad: Create a launch plan.
👍
Lazy Good: Create a launch plan for this feature. Then help me go deeper: What critical assumptions am I making? What potential blind spots should I explore? How can I pressure test this strategy?

4. Give AI a Clear Goal

What exactly do you want AI to achieve?

Make sure it knows this.

👎
Lazy Bad: Write some content.
👍
Lazy Good: Write content that converts readers into customers. Ultimate goal: Increase trial signups by 20% this quarter.

4 Questions Lazy Good Prompters Ask:

  • What specific context transforms this from generic to specific?
  • Whose perspective would make this response valuable?
  • How can AI help me challenge and expand my thinking?
  • What's the specific outcome I'm trying to achieve?

This Prompt Takes You From Lazy Bad to Lazy Good

Get lazy good prompts without effort by running this prompt:

Lazy Prompt Transformer:

1. Enter your vague, unpolished prompt

2. We turn it into a powerful interaction by:

  • Clarifying the exact goal
  • Adding critical context
  • Defining a sharp perspective
  • Challenging initial assumptions

3. Enter your new lazy good prompt into a new chat window

Result: From lazy bad to lazy good.

Transform your lazy prompts in seconds

Get the Full Prompt →

Good Lazy is Leverage.

Despite what training teaches you...

You don't need to spend 60 minutes crafting the perfect prompt.

Just take 60 seconds to add the right details.

That's the difference between lazy bad and lazy good.

Save precision for the 10% that needs it.

Everything else?

Stay lazy, but get specific.

Your AI Advantage WeeklyAI Strategy & Tactics
Riley

Written by Riley Beresini

After a decade in marketing strategy and innovation for companies like Disney Parks and Macy's, I started helping teams figure out AI. I began Chasing Next as a newsletter on AI adoption over a year ago, and that evolved into interactive and personalized training, sharing the best of what I learn to help you get ahead.

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