Bruce Fleck, PhD

Bruce Fleck, PhD AI Educator & Strategist

๐—ฆ๐˜๐—ผ๐—ฝ ๐˜๐—ฒ๐—น๐—น๐—ถ๐—ป๐—ด ๐—”๐—œ ๐—ถ๐˜'๐˜€ ๐—ฎ ๐˜„๐—ผ๐—ฟ๐—น๐—ฑ-๐—ฐ๐—น๐—ฎ๐˜€๐˜€ ๐—ฒ๐˜…๐—ฝ๐—ฒ๐—ฟ๐˜.For two years that was the move. Open every prompt with "You are a world-class...
06/23/2026

๐—ฆ๐˜๐—ผ๐—ฝ ๐˜๐—ฒ๐—น๐—น๐—ถ๐—ป๐—ด ๐—”๐—œ ๐—ถ๐˜'๐˜€ ๐—ฎ ๐˜„๐—ผ๐—ฟ๐—น๐—ฑ-๐—ฐ๐—น๐—ฎ๐˜€๐˜€ ๐—ฒ๐˜…๐—ฝ๐—ฒ๐—ฟ๐˜.

For two years that was the move. Open every prompt with "You are a world-class strategist" or "act as an expert copywriter." It felt like the secret handshake.

On today's models, that line is quietly making your results worse.

Here's why. Older models guessed at what you wanted. The newer ones take you literally. So when you pile on an expert persona, the AI spends its energy performing the role instead of doing the job. A 2024 study even tested 162 expert personas across 2,410 questions. Adding the persona didn't help. The effect was basically random.

So what works now? Stop describing who the AI is. Start describing what a great result looks like.

Instead of "you are a world-class pricing expert," try "give me three pricing options, each one leading with its main trade-off, and cite a source for every number."

Be specific about the goal. The AI will figure out how to get there.

The skill was never the magic role. It was knowing exactly what you wanted. Period.

What's one prompt you could rewrite this way today?

Something I've been working on for a while is finally live.My book, ๐™๐™๐™š ๐˜ผ๐™„-๐™‹๐™ค๐™ฌ๐™š๐™ง๐™š๐™™ ๐™‹๐™ง๐™ค๐™›๐™š๐™จ๐™จ๐™ž๐™ค๐™ฃ๐™–๐™ก, is now on Amazon. The e...
06/05/2026

Something I've been working on for a while is finally live.

My book, ๐™๐™๐™š ๐˜ผ๐™„-๐™‹๐™ค๐™ฌ๐™š๐™ง๐™š๐™™ ๐™‹๐™ง๐™ค๐™›๐™š๐™จ๐™จ๐™ž๐™ค๐™ฃ๐™–๐™ก, is now on Amazon. The ebook is free through tomorrow night at midnight Pacific. The print version is also heavily discounted right now.

It's a practical roadmap for learning and using AI in your work without the tech overwhelm. If you've ever felt like AI isn't delivering the results you expected, this is the book I wish I'd had when I started.

I'd love it if you grabbed a copy. And if you find it helpful, an honest review on Amazon means more than you know.

Address

P. O. Box 75072
Phoenix, AZ
85087

Alerts

Be the first to know and let us send you an email when Bruce Fleck, PhD posts news and promotions. Your email address will not be used for any other purpose, and you can unsubscribe at any time.

Contact The Business

Send a message to Bruce Fleck, PhD:

Shortcuts

Share