How to Be a Good Human in the Loop with AI

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 means
• What Article 14 of the EU AI Act means for high-risk systems
• The levels of human oversight
• Domain expertise and context expertise
• Judgement, context and accountability as career skills
• A five-step framework for owning an AI decision
• How much friction to build in, and where
• When a recurring mistake is a system problem

Use these links for a discount on the tools we recommend (and it supports the pod!)

• Wispr Flow - AI-powered voice dictation that works across every app on your desktop - https://ref.wisprflow.ai/early-adoptr
• Granola - 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 Updates

04:46 AI News of the Week: AI News: Article 50 of the EU AI Act Is Now Live

07:11 Why LinkedIn and Substack Are Labelling AI Content

09:07 Article 14: When Human Oversight Becomes a Legal Duty

09:50 Why Oversight Matters More When AI Takes Action

12:17 What Human in the Loop Actually Means

13:12 Levels of AI Oversight

17:59 The Role of Domain and Context Experts

20:45 What Domain Expertise Means for AI Oversight

25:22 Context Expertise: The Business Knowledge That Lives Only in Your Head

29:46 Why Compliance Risk Lands on You, Not the AI

32:31 Future-Proofing Your Career in the Age of AI

34:39 Judgment, Context, and Accountability in Decision-Making

41:34 The Framework for Becoming a Good Human in the Loop

Get in Touch

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Note: The written and scripted content for this episode was created with the assistance of various AI models.

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