Ethics, Judgment, and Trust in a World of Legal AI, with Damien Riehl

Lawyers have always relied on tools—but AI is different. It doesn’t just assist with tasks; it makes decisions, applies judgment, and shapes outcomes. In episode #602 of the Lawyerist Podcast, Stephanie Everett talks with Damien Riehl about what ethical responsibility looks like when AI starts doing legal work on its own. 

Their conversation examines how AI systems embed values, why verification matters more than transparency, and how lawyers can responsibly use tools they don’t fully understand. They also explore what legal expertise looks like in an AI-powered future—and why intuition, trust, and integrity may matter more than ever as machines take over the “widgets” of legal work. 

Listen to our other episodes on Ethics and Responsibility in AI. 

• EP. 582 Deepfakes, Data, and Duty: Navigating AI Ethics in Law, with Merisa Bowers Apple | Spotify | LTN 
• EP. 543 What Lawyers Need to Know About the Ethics of Using AI, with Hilary Gerzhoy Apple | Spotify | LTN 

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Chapters / Timestamps:  

00:00 – Introduction 

05:55 – Meet Damien Riehl 

08:10 – Why AI Is a Different Kind of Legal Tool 

11:05 – When AI Starts Doing Legal Work 

14:30 – Ethics, Values, and AI Judgment 

18:45 – Foundation Models vs. Legal-Specific AI 

21:15 – The “Duck Test” and Trusting AI Output 

24:45 – Trust but Verify: Reviewing AI Work 

28:40 – What Lawyers Are Underestimating About AI 

31:10 – What Still Requires Human Judgment 

34:30 – Intuition, Trust, and Integrity in Law 

37:40 – What This Means for Billing and the Future 

40:40 – Closing Thoughts