Navigating an Ai-driven world
Exploring how we work, learn, and adapt in a world shaped by AI.
- Articles on how AI is reshaping professional judgment
- Clear explanations of complex topics or emerging ideas
- Reflections on how people are integrating AI in their professional lives
- Observations on AI's role in the legal system
- Strategies for using AI in teaching and learning
- Techniques for clearly communicating about complex topics
- Methods for responsibly using AI in professional settings
- Essentials for Ai-Assisted Lawyering

The “Walkable” Car Wash: Why AI Still Needs a Human in the Driver’s Seat
Context is king. While AI might be able to pass the Bar exam, it will sometimes tell you to walk to the car wash instead of taking your car there. This post explores why the AI sometimes produces logic fails and why your prompting skills are the ultimate safety net for AI adoption.

AI Literacy Is Becoming a Health Equity Issue: What Economist Impact’s New Roadmap Reveals
When AI starts explaining our health information, judgment matters more, not less. Drawing on patient experience and a recent Economist Impact report, this article explores why AI literacy is emerging as a prerequisite for equitable healthcare.

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.

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.

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.

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.

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.

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.
