From Tinder to Legal AI: How Ruben Miessen’s LEGALFLY Reinvents In-House Legal Teams – S10E31

 On today’s Legally Speaking Podcast, I am delighted to be joined by Ruben Miessen. Ruben is the CEO and Co-Founder of LEGALFLY, a European enterprise legal AI company, building a secure, governed legal operating system for in-house teams in regulated industries. Before founding LEGALFLY, Ruben worked as a senior product manager at Tinder, where […]

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. […]