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Next Gen AI - Bonus Episode
When AI goes further than you intended.
Season 3 wrapped last episode, but there was one more idea worth sharing.
Something that sits between where we’ve been… and what’s coming next.
If you’ve been using AI lately, you’ve probably felt it.
It doesn’t really wait anymore.
It jumps in, tries to finish things, and suggests what to do next.
Sometimes, before you’ve even fully asked.
In this bonus episode, we explore a subtle but important shift: AI moving from something that responds… to something that acts.
We use real-world examples, from writing and research through to automation. This episode focuses on what this change actually looks like in practice and how to stay in control as AI becomes more proactive.
In this episode:
- How AI is moving from prompts to action
- Why tools are starting to “go further” than expected
- How to build a simple AI writing stack using multiple tools
- How to use deep research properly (not just surface-level answers)
- How to structure your files and workflows so AI works with you, not over you
- Where to let AI move fast — and where to stay involved
Practical resources from this episode:
We’ve included the full tools, prompts, and structures referenced in this episode here: decoded-podcast.com/resources/s3-bonus
Including:
- A ready-to-use Deep Research prompt
- A simple AI writing stack (ChatGPT, Claude, Perplexity)
- A folder structure for working safely with AI automation
- Guidance on keeping control as AI starts to act
This episode is also a preview of what’s coming next... Season 4, Applied Intelligence, moves beyond using AI… into working with systems that act.
For more tools and practical AI guidance:
- https://PromptEngineeringCookbook.com
https://joelrleslie.substack.com
https://strategen-ai.com
Decoded: AI for Everyone is a non-technical podcast exploring how artificial intelligence is reshaping work, creativity, decision-making, and trust, and how we can engage with these systems thoughtfully and intentionally.
View all episodes
By Joel LeslieWhen AI goes further than you intended.
Season 3 wrapped last episode, but there was one more idea worth sharing.
Something that sits between where we’ve been… and what’s coming next.
If you’ve been using AI lately, you’ve probably felt it.
It doesn’t really wait anymore.
It jumps in, tries to finish things, and suggests what to do next.
Sometimes, before you’ve even fully asked.
In this bonus episode, we explore a subtle but important shift: AI moving from something that responds… to something that acts.
We use real-world examples, from writing and research through to automation. This episode focuses on what this change actually looks like in practice and how to stay in control as AI becomes more proactive.
In this episode:
- How AI is moving from prompts to action
- Why tools are starting to “go further” than expected
- How to build a simple AI writing stack using multiple tools
- How to use deep research properly (not just surface-level answers)
- How to structure your files and workflows so AI works with you, not over you
- Where to let AI move fast — and where to stay involved
Practical resources from this episode:
We’ve included the full tools, prompts, and structures referenced in this episode here: decoded-podcast.com/resources/s3-bonus
Including:
- A ready-to-use Deep Research prompt
- A simple AI writing stack (ChatGPT, Claude, Perplexity)
- A folder structure for working safely with AI automation
- Guidance on keeping control as AI starts to act
This episode is also a preview of what’s coming next... Season 4, Applied Intelligence, moves beyond using AI… into working with systems that act.
For more tools and practical AI guidance:
- https://PromptEngineeringCookbook.com
https://joelrleslie.substack.com
https://strategen-ai.com
Decoded: AI for Everyone is a non-technical podcast exploring how artificial intelligence is reshaping work, creativity, decision-making, and trust, and how we can engage with these systems thoughtfully and intentionally.