How I AI: The prompting mistake almost everyone makes episode artwork

EPISODE · Aug 16, 2026 · 11 MIN

How I AI: The prompting mistake almost everyone makes

from How I Work · host Amantha Imber

How much of your week goes into fixing what AI just handed you? Not writing from scratch, just cleaning up, correcting, and nudging a draft that looked fine for about ten seconds before you actually needed it to work.  That endless back and forth has a name. We call it slop fixing, and there is research suggesting it is quietly eating close to a full day of our working week.  In this How I AI episode, Neo and I get into why this happens and the two very different ways of working with AI that decide whether it does. You will hear the difference between gunslinging and architecting, what a proper brief actually sounds like, and how to have a conversation with AI before you ask it to build anything. By the end, you will be getting version one at 90 percent instead of 20.  What you'll learn:  What actually separates AI slop from work that lands  The difference between gunslinging and architecting with AI  What a proper brief for AI actually sounds like  How to have a real conversation with AI before asking it to build anything  Why version one can land at 90 percent instead of 20  Practical AI tools for productivity and focus  Real-world AI workflows used by high performers  How to use AI at work without burning out  Smart shortcuts for managing time and mental load    Connect with Neo Aplin on LinkedIn (https://www.linkedin.com/in/neoaplin/) and via inventium.ai (https://inventium.ai), where he leads Inventium's AI training and upskilling work with organisations and teams.  How I AI is a special series within How I Work where Neo and I explore how high performers are using AI at work to boost productivity, make better decisions and reduce overwhelm.    My latest book The Energy Game is out now. You can order a copy here: https://amzn.to/48ID29M  Connect with me on the socials: Linkedin (https://www.linkedin.com/in/amanthaimber)  Instagram (https://www.instagram.com/amanthai)  If you are looking for more tips to improve the way you work and live, I write a weekly newsletter where I share practical and simple to apply tips to improve your life. You can sign up for that at https://amantha.substack.com/  Visit https://www.amantha.com/podcast for full show notes from all episodes.  Get in touch at [email protected]  Credits: Host: Amantha Imber Sound Engineer: Martin Imber See omnystudio.com/listener for privacy information.

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How I AI: The prompting mistake almost everyone makes

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