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 […]

LegalTechTalk 2026: The Talent Behind Legal Growth – David Woolstencroft – E15

What happens when the brightest minds in legal, technology, and innovation come together to shape the future of our profession? Welcome to the Legally Speaking Podcast Legal Tech Talk 2026 miniseries. As the UK’s number one legal podcast and show ranked in the top 1% of podcasts globally, we’re delighted to be returning as the […]

LegalTechTalk 2026: Why Legal Design Belongs in Legal Tech – Mia Ihamuotila – E14

What happens when the brightest minds in legal, technology, and innovation come together to shape the future of our profession? Welcome to the Legally Speaking Podcast Legal Tech Talk 2026 miniseries. As the UK’s number one legal podcast and show ranked in the top 1% of podcasts globally, we’re delighted to be returning as the […]