Navigating an Ai-driven world

Exploring how we work, learn, and adapt in a world shaped by AI.   

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The Classroom

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ChatGPT Health: Why Health Literacy Now Requires AI Literacy

ChatGPT Health promises to help people understand their medical records and prepare for care. That could be a breakthrough. It could also magnify long-standing health literacy gaps and introduce new AI literacy risks if we are not careful. This piece looks past the hype to ask what this launch means for people who already struggle to make sense of health information, and what responsible design would actually require.

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Building an Ai Tutor that Aids Learning

Students are already using AI. Pretending otherwise does not help. This essay explains why I built an AI tutor designed to support thinking rather than replace it, and what that choice revealed about learning in an AI-mediated classroom.

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Picture of a student sitting in a law library on a laptop.

Video: How Law Students Can Benefit from AI (While Avoiding the Pitfalls)

I’ve centered this post on a video where I tackle the ultimate paradox for law students: AI can double your learning gains, but it can also end your career before it starts. I dive into a concept I call “cognitive outsourcing”—the temptation to hand off hard mental work to a machine just because the output looks polished. Watch the full breakdown to see why “automation bias” is a silent killer and how to implement a four-step workflow that builds your legal judgment instead of replacing it. It’s about augmenting your intelligence, not outsourcing your brain.

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AI Literacy for Law Students

This guide is about how to use AI in law school without letting it do the thinking for you. AI can make work feel easier and more finished than it really is. That’s useful in some moments and risky in others, especially when you’re still learning how to exercise legal judgment. The goal isn’t to avoid these tools. It’s to use them in a way that actually helps you become a better lawyer. Download the free guide to learn more.

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How to Build Your Own AI Tutor

The guide explains how to build an AI tutor that supports real learning rather than replacing it. It assumes you have already accepted that students are using AI and focuses on the harder work of designing boundaries, structure, and responsibility into how that AI shows up in your course.

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Welcome to the Classroom

The Classroom is where Trudeau.ai stops thinking out loud and start helping you learn. This is a space for learning skills like clear writing, AI-assisted thinking, and professional judgment in a world where tools are powerful and human decisions still matter.

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