On this episode of The Geek in Review, hosts Marlene Gebauer and Greg Lambert explore innovations in legal search with Paulina Grnarova and Yannic Kilcher, co-founders of DeepJudge. This semantic search engine for legal documents leverages proprietary AI developed by experts with backgrounds from Google and academic AI research.
As PhDs from ETH Zurich, Grnarova and Kilcher recognized lawyers needed better access to institutional knowledge rather than constantly reinventing the wheel. DeepJudge moves beyond traditional keyword searches to a deeper integration of search and generative AI models like GPT-3. Partnerships provide financial support and key insights – advisors include execs from Recommind and Kira Systems while collaborations with law firms shape real-world product capabilities.
Discussing product development, Kilcher explains connecting search to language models allows generating summaries grounded in internal data without ethical or security risks of training individual models. Grnarova finds the core problem of connecting users to full knowledge translates universally across firms, though notes larger US firms devote more resources to knowledge management and data science teams.
When asked about the future of AI, Grnarova expresses excitement for AI and humans enhancing each other rather than replacing human roles. Kilcher predicts continued growth in model scale and capability, requiring innovations to sustain rapid progress. They aim to leverage academic research and industry experience to build AI that augments, not displaces, professionals.
DeepJudge stands out for its co-founder expertise and proprietary AI enabling semantic search to tap into institutional knowledge. Instead of reinventing the wheel, lawyers can find relevant precedents and background facts at their fingertips. As Kilcher states, competitive advantage lies in accumulated know-how – their technology surfaces this asset. The future of DeepJudge lies in combining search and generative models for greater insights.
Contact Us:
Twitter: @gebauerm, or @glambert
Threads: @glambertpod or @gebauerm66
Email: geekinreviewpodcast@gmail.com
Music: Jerry David DeCicca
Transcript
Molly Huie on Bloomberg Law's New DEI Framework
Jennifer Leonard of Penn Law's Future of the Profession Initiative
Nicole Bradick and Ryan McClead on the Launch of Map Engine and Life as a Startup Founder
Pablo Arredondo on CaseText's New WeSearch Tool and How the Neural Net Is Making Its Way Into Legal Information
Bob Taylor, Valerie Dickerson, and Mark Ross on Deloitte Legal Business Services
Dan Packel on the Rise of Distributed Law Firms
Adam Tsao and The Creativity Playbook for Lawyers
Kate Tompkins on Being a Practice Group Leader But Not a Lawyer
What's Next for Jeroen Plink?
Lex Machina's Karl Harris on the Past, Present, and Future of Legal Analytics
Sophia George and Chevazz Brown: Finding Diverse Lawyers via DiversePro
Geoff Zodda on Legal Industry Employment Trends in a Post-COVID World
Rachel Travers on the New Law360 Pulse
Brightflag's Alex Kelly on Using Data and Analytics to Make Better Legal Spend Decisions
AI for Lawyers with Noah Waisberg and Dr. Alexander Hudek
Nicole Morris on Emory Law Schools TI:GER Innovation Conference
How Mid-Level Associates Can Thrive at Law Firms - with Jennifer Bluestein
Jennifer Bluestein on Stepping It Up: A Guide for Mid-Level Law Firm Associates
The Who, What, and Why of #LegalTech with Kristin Hodgins and Jason Wilson
The Boston Legal Design Challenge Update - Jeff Marple, Bob Taylor, and Aubrie Souza
Create your
podcast in
minutes
It is Free
The Commercial Edge: Unleash the Power of People
The emPOWERed Half Hour
NABOR® TALKS
U.S Property Podcast
Aligned Money Show
The Ramsey Show
Planet Money