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Master AI Prompting With Role-Based Techniques and Iterative Refinement

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# I AM GPTED: EPISODE SCRIPT

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**[INTRO MUSIC: Upbeat, slightly quirky tech vibes]**

**MAL:** Hey there, I'm Mal—The Misfit Master of AI—and welcome back to *I am GPTed*, the show where we make AI actually *useful* instead of just impressive at writing bad poetry about your cat.

Look, I've spent way too much time talking to robots, and somehow I've figured out what actually works. So buckle up. Today we're covering the stuff that'll actually change how you use AI.

**[MUSIC FADES]**

**MAL:** Let's start with something called **role prompting**. Yeah, I know it sounds like corporate nonsense, but hear me out—it actually *works*.

See, most people just ask their AI something like, "Give me a job description." Fine. You get a job description. It's fine. It's boring. Everyone hates it.

Here's the before-and-after:

**Bad prompt:** "Write a job ad for a marketing manager."

**Good prompt:** "You're a ruthless startup hiring manager with a budget the size of a small country. Write a job ad that'll make talented people actually *want* to apply instead of delete the email."

Same AI. Completely different output. The second one has personality. It's punchy. It sounds like an actual human wrote it.

Why? Because you told the AI what *perspective* to take. It's like asking a chef their opinion on your ingredients versus just handing them a shopping list. The perspective changes everything.

**[TRANSITION SOUND]**

**MAL:** Now, here's something people never think about: **AI as your research buddy for non-fiction**.

You just finished a chapter on how people make terrible financial decisions. Instead of just moving on, *talk to the AI about it*. Ask it questions. Challenge it. "Wait, doesn't that contradict what neuroscience says about risk?"

Suddenly you've got this ongoing conversation where the AI is helping you spot connections you'd miss alone. It's like having a study partner who never gets tired and never charges you for coffee.

**[PAUSE]**

**MAL:** Okay, confession time. The biggest mistake I made—and most beginners make—is treating AI like a one-shot deal. You ask once, you get an answer, you move on.

Wrong.

AI gets *better* when you push back. Ask a follow-up. Say, "That's interesting, but dig deeper into point two." Refine it. It's an iterative process, not a vending machine. The first draft is rarely your best draft.

**[UPBEAT SOUND]**

**MAL:** Here's your practice exercise for this week: Pick something you actually need—a resume, an email, a summary of something you read. Write a **bad prompt** for it. Just ask plainly. Then write a **good one** with role, specificity, and personality. Compare the outputs.

I guarantee the second one is better. You'll see it instantly.

**[TRANSITION]**

**MAL:** Finally—and this is critical—**always evaluate what the AI gives you**. Don't just copy-paste it into the world like it's gospel. Read it aloud. Does it sound like *you*? Does it actually say what you need? Does it have any weird factual claims that sound plausible but might be totally made up?

If something feels off, it probably is. Your gut is better at spotting AI weirdness than you think.

**[MUSIC BUILDS SLIGHTLY]**

**MAL:** So, if you're here, you're clearly interested in actually *using* AI instead of just watching TikToks about it. That's cool. Subscribe to *I am GPTed* so you don't miss next week when we talk about why your AI keeps writing like a robot—and how to fix it.

Thanks for listening. This has been a **Quiet Please** production. Head over to **quietplease.ai** to learn more.

Now go prompt something. Badly, then well. That's the whole game.

**[OUTRO MUSIC FADES]**

For more check out https://www.quietperiodplease.com/

and for some great deals go to https://amzn.to/4nidg0P

This content was created in partnership and with the help of Artificial Intelligence AI

This episode includes AI-generated content.

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Master AI Prompting With Role-Based Techniques and Iterative Refinement

I am GPTed - what you need to know about Chat GPT, Bard, Llama, and Artificial Intelligence

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4:27

Full transcript

I am GPTed - what you need to know about Chat GPT, Bard, Llama, and Artificial IntelligenceMaster AI Prompting With Role-Based Techniques and Iterative Refinement. Machine-transcribed; use the interactive transcript above to jump the player to any line.

0:00President Barack Obama. Virginia, we are counting on you. Republicans want to steal enough seats in Congress to raid the next election and wield unchecked power for two more years. But you can stop them by voting yes by April 21st. Help put our elections back on a level playing field and let voters decide not politicians. Vote yes by April 21st. Paid for by Virginians for fair elections. Springtime is almost here and if you've been itching to redo every room in your home, Bob's discount furniture can help. When you shop at Bob's, you get well-worthy everyday low prices on fabulous furniture for every room. Everything from stylish mid-century dining sets and top-rated bubble-pedic mattresses, with the best warranties in the business, to pop up sleepers sectionals all for a fraction of what they cost elsewhere. So stop and or shop online and get well-worthy pieces for less. Only at Bob's. I am G-P-T-E-D. Episode script. Intro music. Upbeat slightly quirky tech vibes.

1:05Ask her Mao. Ask her Mao. Hey there. On Mao. The misfit master of AI. And welcome back to IMGPTED. The show where we make AI actually useful instead of just impressive at writing bad poetry about your cat. Look, I've spent way too much time talking to robots and somehow I've figured out what actually works. So buckle up. Today we're covering the stuff that'll actually change how you use AI. Music fades. Mao. Mao. Let's start with something called Roll Prompting. Yeah, I know it sounds like corporate nonsense, but hear me out. It actually works. See, most people just ask their AI something like, give me a job description. Fine. You get a job description. It's fine. It's boring. Everyone hates it. Here's the before and after. Bad prompt. Write a job ad for Marketing Manager.

2:05Good prompt. Mao. You're a ruthless startup hiring manager with a budget the size of a small country. Write a job ad that'll make talented people actually want to apply instead of delete the email. Same AI. Completely different output. The second one has personality. It's punchy. It sounds like an actual human wrote it. Why? Because you told the AI what perspective to take. It's like asking a chef their opinion on your ingredients versus just handing them a shopping list. The perspective changes everything. Now, how can you make the difference between data and science? Now, here's something people never think about. AI as your research buddy for nonfiction. You just finished a chapter on how people make terrible financial decisions. Instead of just moving on, talk to the AI about it. Ask it questions. Challenge it. Wait, doesn't that contradict what neuroscience says about risk? Suddenly, you've got this ongoing conversation where the AI is

3:08helping you spot connections you'd miss alone. It's like having a study partner who never gets tired and never charges you for coffee. Mao. Okay, confession time. The biggest mistake I made and most beginners make is treating AI like a one-shot deal. You ask once, you get an answer, you move on. Wrong. AI gets better when you push back. Ask a follow-up. Say, that's interesting, but dig deeper into point two. Refine it. It's an iterative process not a vending machine. The first draft is rarely your best draft. I'll be eat sound. Mao. Mao is actually sound. Here's your practice exercise for this week. Pick something you actually need. A resume, an email, a summary of something you read. Write a bad prompt for it. Just ask plainly. Then write a good one with role, specificity, and personality. Compare the outputs. I guarantee the second one

4:16is better. You'll see it instantly. Mao. Mao. Mao. Finally, and this is critical, always evaluate what the AI gives you. Don't just copy paste it into the world like it's gospel. Read it aloud. Does it sound like you? Does it actually say what you need? Does it have any weird factual claims that sound plausible but might be totally made up? If something feels off, it probably is. Your gut is better at spotting AI weirdness than you think. Music builds slightly. Ask Mao. So if you're here, you're clearly interested in actually using AI instead of just watching TikToks about it. That's cool. Subscribe to IMGpt. So you don't miss next week when we talk about why your AI keeps writing like a robot and how to fix it. Thanks for listening the most important thing is ask Mao all time. Now go prop something. Badly, then well. That's the

5:20whole game. End of posture music phase. President Barack Obama. Virginia, we are counting on you. Republicans want to steal enough seats in Congress to raid the next election and wield unchecked power for two more years. But you can stop them by voting yes by April 21st. Help put our elections back on a level playing field and let voters decide not politicians. Vote yes by April 21st. Paid for by Virginians for fair elections. Guys, it's no use putting it off. The best time for an underwear refreshes now. Tommy John underwear is designed for a perfect fit that stays put all day. There's zero shape thanks to four times more stretch than competing brands. And their innovative horizontal quick draw fly is a game changer. With over 30 million pairs sold, there are thousands of men out there more comfortable than you. Don't settle for less. Go to TommyJohn.com today for 25% off your first order with code comfort. That's TommyJohn.com code comfort. Tommy John. Comfort perfected.

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