ChatEDU – The AI & Education Podcast3 Maalis

What AI Power Users Actually Do! | Check-In 7

In this ChatEDU Check-In: What AI Power Users Actually Do!, Matt explores Anthropic’s New AI Index and what sets top AI users apart from the rest. The episode examines how users interact with generative models, specifically highlighting the difference between simple iteration and true strategic steering. It underscores the growing need for critical discernment as AI outputs become more visually polished.

Key Takeaways:

Most users now treat AI as a work in progress by iterating on responses, yet only thirty percent actually steer the AI by questioning its logic or pushing back on assumptions.

Polished outputs, such as formatted documents or apps, create a discernment gap where users are less likely to identify missing content or verify facts.

High level AI fluency requires mastery of description, delegation, and discernment, with the ability to evaluate and question the machine being the most critical and rarest skill.

Matt’s Two Cents: Kudos to Anthropic as they keep cranking out these great research pieces based on the mountains of chat (and now vibe coding) data they have to analyze. Matt also shares his favorite Gemini Gem right now which is a student AI Chat Autopsy simulator designed to get at some similar takeaways.

⁠https://gemini.google.com/gem/1ju4IL2_8WWnkKfZGPGeFsWSLDhc7vhut?usp=sharing⁠

Sponsored by: ⁠Eduaide.Ai⁠ Eduaide is an AI-powered workspace designed for real classroom planning with practical tools like grade-level evaluators and classroom-ready graphic organizers. Take advantage of our special offer: 50 percent off an Eduaide subscription with code: ChatEDU at⁠ https://www.eduaide.ai/⁠.

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The Steady Course: Preparing for Tomorrow Without Retreating to Yesterday | Ep. 131

Matt and Liz unpack their 7th sold out conference takeaways and so much more this week! First UpMatt sets up a hundred people at a math conference who split into cheaters, converts and whistleblowers,...

9 Loka 51min

A Route Around the Degree | Check-In 68

In this ChatEDU Check-In: A Route Around the Degree, Matt explores Andreessen Horowitz's launch of an AI-focused school as an alternative to traditional higher education. The initiative provides pract...

8 Loka 3min

The Tech Lash That Wasn't | Check-In 67

"In this ChatEDU Check-In: The Techlash That Wasn't, Matt explores how states actually reacted to the big tech backlash of 2026." Despite media headlines depicting a widespread removal of classroom te...

6 Loka 3min

What Two Students Learned Drafting an AI Bill with 100 Teens | Ep. 130

A hundred teens drafted an “AI bill of rights” that lets accused students appeal. Two Connecticut students on why they also barred teachers from AI grading and so much more.First UpMatt and Liz open o...

2 Loka 1h 7min

Blue Books Won't Fix It | Check-In 66

In this ChatEDU Check-In: Blue Books Won't Fix It, Liz explores the shift back toward paper blue books for exams and how international test results challenge the idea that technology is the main drive...

1 Loka 4min

AI Writes Women Differently | Check-In 65

In this ChatEDU Check-In: AI Email Bias, Liz explores how AI language models may generate less professional and structurally weaker outputs when prompted with female-coded language. This research reve...

29 Syys 2min

Here Comes the ChatEDU Creator’s Corner | Ep. 129

Matt and Liz sort the AI doom cycle into what schools should say to parents now. Plus a principal's sub coverage tool, built inside Gemini Notebook.First UpMatt and Liz open on Tilly Norwood, the AI-g...

25 Syys 53min

Most Parents Support AI + Screens (In Moderation) | Check-In 64

In this ChatEDU Check-In: Parents Aren't Anti-Screen?, Matt explores how recent polling reveals parents favor balanced ed tech usage rather than complete bans. Despite high-profile pushback against sc...

24 Syys 2min