Podcast Episode
How to Be a Good Human in the Loop with AI

About this episode
We talk a lot about keeping a human in the loop, but what does that actually mean in your day to day? You read the AI output, it looks right, you approve it, and you move on. But from late 2027 that might not be enough, because Article 14 of the EU AI Act comes into full enforcement.
So what does it take to be a good human in the loop? You almost certainly have the skills already, and this episode is about putting them to work.
In this week's episode, Jess and Kyle get into what human-in-the-loop AI looks like in practice, the four levels of oversight, the value of domain expertise and context expertise, the five-step framework for being a good human in the loop, and how HITL skills can future proof your career.
What You'll Learn
What human in the loop actually meansWhat Article 14 of the EU AI Act means for high-risk systemsThe levels of human oversightDomain expertise and context expertiseJudgement, context and accountability as career skillsA five-step framework for owning an AI decisionHow much friction to build in, and whereWhen a recurring mistake is a system problem
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Wispr Flow - AI-powered voice dictation that works across every app on your desktop - https://ref.wisprflow.ai/early-adoptrGranola - The best AI meeting notes! New users get 100% off for their first month - https://www.granola.ai?via=early-adoptr
Research:
https://www.linkedin.com/pulse/how-good-human-loophitl-ray-floyd-17znc/ https://www.itbrew.com/stories/2026/03/16/what-makes-a-good-human-in-the-loop https://www.mimasolution.com/ai-act/article-14 https://www.kiteworks.com/regulatory-compliance/human-in-the-loop-ai-compliance/ https://www.datacamp.com/blog/human-in-the-loop-hitl https://www.ibm.com/think/topics/human-in-the-loop
Timestamps:
00:00 Introduction and Weekly Updates04:46 AI News of the Week: AI News: Article 50 of the EU AI Act Is Now Live07:11 Why LinkedIn and Substack Are Labelling AI Content09:07 Article 14: When Human Oversight Becomes a Legal Duty09:50 Why Oversight Matters More When AI Takes Action12:17 What Human in the Loop Actually Means13:12 Levels of AI Oversight17:59 The Role of Domain and Context Experts20:45 What Domain Expertise Means for AI Oversight25:22 Context Expertise: The Business Knowledge That Lives Only in Your Head29:46 Why Compliance Risk Lands on You, Not the AI32:31 Future-Proofing Your Career in the Age of AI34:39 Judgment, Context, and Accountability in Decision-Making41:34 The Framework for Becoming a Good Human in the Loop
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Note: The written and scripted content for this episode was created with the assistance of various AI models.Get in touch with Early Adoptr: hello@earlyadoptr.ai
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