Season 3 · Episode 13 · 30 April 2026 · 00:11:12
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 us…
Season 3Episode 3
Efficiency as Obligation: When using AI starts to feel expected
· 00:07:09
AI used to feel optional.Now, in many workplaces, it feels responsible.In this episode of Decoded: AI for Everyone, we explore a subtle shift: what happens when using AI stops being a choice and starts becoming an expectation?If AI makes you faster, are you obligated to use it?If your colleagues are using it, can you afford not to?If your manager asks how you’re leveraging AI, what does that question really mean?From workplace pressure to “shadow AI", we unpack how productivity quietly becomes moral and how speed can start to shape culture before policy catches up.This isn’t about rejecting AI. It’s about recognising when efficiency turns into obligation and how to stay intentional in environments that reward output above all else.Resources & ToolsFor practical AI guides, prompt strategies, and comparisons to help you use AI intentionally, visit: https://PromptEngineeringCookbook.comExplore Joel’s writing on AI governance and “shadow AI”:https://joelrleslie.substack.comhttps://Strategen-AI.comLearn more about the show and Joel Leslie:https://JoelLeslie.com.auDecoded: AI for Everyone is a non-technical podcast exploring how AI is reshaping work, judgement, creativity, and trust, and how to live with it deliberately.
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Transcript excerpt
This is Decoded. AI for everyone. The podcast that makes sense of artificial intelligence. Not just in your pocket, but in your world. Major companies report AI productivity gains across departments. More than half of employees admit using unapproved AI tools at work. Leaders encourage teams to integrate AI into daily workflows. Shadow AI emerging as a governance concern. If everyone is using AI, what happens to the people who don't? This is Decoded. AI for everyone. And I'm Joel Leslie. Today we're talking about something subtle. Not capability. Not risk. But pressure. There was a time whe…
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