Season 4Episode 1

Applied Intelligence: How AI Actually Works in the Real World

25 June 2026 · 00:38:16

Welcome to Season 4 of Decoded: AI for Everyone.New season. New look. Longer episodes. And a sharper focus on helping you actually understand and use AI in the real world.In this opening episode, we go back to the foundations: how AI actually works.Not in a heavy technical way, but in plain English. We unpack tokens, prediction, context windows, pre-training and fine-tuning, using something most of us already understand: predictive text on your phone.Because once you understand that AI is often predicting, generating and shaping responses based on patterns and context, a lot starts to make more sense.Why does AI sometimes sound confident but wrong? Why does a better prompt usually get a better answer?Why do different tools give different responses? Why does context matter so much?And why is ChatGPT not simply “Google with a nicer interface”?This episode is a bigger one, so take your time with it. There is a lot to take in, but it sets the foundation for the rest of Season 4.We also share the practical prompt and frameworks mentioned in the episode, including SCAFFOLD and CRAFTED, so you can start getting clearer, more useful answers from AI.Resources:Episode resources, prompts and frameworks:Decoded-podcast.com/resources/s4e1Decoded: AI for Everyone:Decoded-podcast.comPrompt guides and practical AI resources:PromptEngineeringCookbook.comStrategen AI, helping businesses adopt AI without adding unnecessary cost or risk:Strategen-ai.comThis season is about cutting through the hype and the confusion, with a more practical understanding of how AI works in your work, your choices, your creativity and your everyday life.

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