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 Have thoughts about today’s episode? Join the conversation on LinkedIn, Facebook, Instagram, and X! If today's podcast resonates with you and you haven't read The Small Firm Roadmap Revisited yet, get the first chapter right now for free! Looking for help beyond the book? See if our coaching community is right for you. Access more resources from Lawyerist at lawyerist.com. 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