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
LINKS, Citizen Coders & Auditing Shelfware: Insights from Harbor’s Kris Martin
Observing the Black Box: Transcend's Brandon Wiebe's Insights into Governing Emerging AI Systems
Fast, Smart, and Empathetic: How DISCO's Culture Drives Legal Tech Innovation (TGIR Ep. 217)
Deploying Cutting-Edge Legal AI: Travers Smith's Cautious, But Open-source Approach. (TGIR Ep. 216)
Laura Leopard on Law Firms' Current Succession Planning: Step One - Do Nothing
Trellis' Nicole Clark on Leveraging State Court Data for Competitive Advantage (TGIR Ep. 214)
You Still Need to Put in the Work: Hyperdraft's Ashley Carlisle and Tony Thai on the AI Hype Cycle
Thomson Reuters' Kriti Sharma on Responsible AI and the Path to Trusted Tech in Law
Cybersecurity in the Remote Work Era: AI, Employees and an Integrated Defense - With SessionGuardian's Jordan Ellington and Oren Leib, and Katten's Trisha Sircar
A Literal Generative AI Discussion: How AI Could Reshape Law
The Rise of "Post-Truth" Litigation: ALM's Isha Marathe on How Deep Fakes Threaten the Legal System
The Rising Cost of Legal Services: Insights from 10 Years of Data from CounselLink's Kristina Satkunas
Curt Meltzer on Why Legal Tech Companies Should Give Back: The Business Case for Pro Bono, A2J, and Community Outreach
Christian Lang on Governing the Rise of LLMs: How LEGA Provides a Safe Space for Law Firms to Use AI (TGIR Ep. 206)
Michael Bommarito on Preparing Law Students for the Future, and His Quest on Bringing Order to the Chaos of Legal Data (TGIR Ep. 205)
Unleashing Potential: Laura Terrell on Transforming Legal Careers through Executive Coaching (TGIR Ep. 204)
LexisNexis Bets Big on AI Transforming the Legal Industry: Jeff Pfeifer on the Launch of Lexis+ AI (TGIR Ep. 203)
Lawyer vs. AI or Lawyers + AI: Embracing the Future of Legal Practice with BriefPoint.ai's Nathan Walter and Bridget Albiero
Richard Tromans on the Future of Legal Innovation and The Legal Innovators California Conference (TGIR Ep. 201)
Rethinking Law Firm Strategy: The Road to Growth and Success with Toby Brown and Nita Sanger (TGIR Ep. 200)
Create your
podcast in
minutes
It is Free
The emPOWERed Half Hour
NABOR® TALKS
U.S Property Podcast
Aligned Money Show
The Ramsey Show
Planet Money