Stop Asking If Legal AI Is Accurate. Start Asking If It’s Reproducible.

Run the same contract through the same AI system 20 times. Should a lawyer expect the same legal findings 20 times? In a reproducibility stress test from my research published at ICCS 2026, 15 documents were each analyzed 20 times. The pure large-language-model baseline produced an average of 18.3 distinct output sets per document across […]

CILEX to New York Bar: How InHouseW’s Madeleine Weber is Helping Law Students Pass the SQE – S10E26

 On today’s Legally Speaking Podcast, I am delighted to be joined by Madeleine Weber. Madeleine is Senior Counsel, EMEA at Sitetracker. She has had an unconventional route into the legal profession, studying-CILEx, New York Bar, QLTS and SQE2. Madeleine also runs inhousew, an education platform helping aspiring solicitors prepare for SQE2 through different resources. […]

You Never Know Where Clients Will Find You: How Colleen Joyce Pioneered Lawyer.com – S10E24

 On today’s Legally Speaking Podcast, I am delighted to be joined by Colleen Joyce. Colleen is the CEO of Lawyer.com. She has experience hosting marketing courses for lawyers and helping launch new products. Colleen started her entrepreneurial journey at Popstar.com, a trusted celebrity online resource. Colleen is also the Founder of the Lawyer Growth […]

Laurence Lieberman on Legal Careers, Music & Why Lawyers Should Be More Human – S10E23

 On today’s Legally Speaking Podcast, I am delighted to be joined by Laurence Lieberman. Laurence is a Partner in the London office of Pillsbury, where he specialises in complex, high-value and often cross-border business disputes, resolved through court litigation and international arbitration. He has more than 25 years of experience, with deep expertise across […]