Some prompts have been with you for a year or more. They open with a grand persona for the AI, add a few rules in capital letters, and finish with a request to think it all through. They worked well once, and lately the results feel slightly off.
The AI models have changed, and a few of the habits we picked up in 2024 and 2025 now work against us.
In this How I AI episode, Neo and I walk through five ways good prompting has changed as of October 2026. You will come away with a simple way to tighten up the prompts you rely on most.
What you’ll learn:
- What a persona really changes in an AI response
- When a goal and a finished example beat step-by-step instructions
- Why asking AI to think through its answer can backfire
- How to add emphasis without boxing the AI in
- What a good checklist looks like before AI hands work back
- 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.
Find out more about Inventium AI’s training programs at inventium.ai
How I AI with Dr Amantha Imber and Neo Aplin explores how high performers are using AI at work to boost productivity, make better decisions and reduce overwhelm.
Want more practical ways to put AI to work? You can now follow How I AI separately on Spotify or Apple Podcasts so you never miss an episode.
My latest book The Energy Game is out now. You can order a copy here: https://amzn.to/48ID29M
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Visit https://www.amantha.com/podcast for full show notes from all episodes.
Get in touch at amantha@inventium.com.au
Credits:
Host: Amantha Imber
Sound Engineer: Martin Imber
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