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.
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Music: Jerry David DeCicca
Transcript
Catching Up on AI Agents, and Agentic Processes
Love and Legal Tech: Alexis Hayman and Jeff Niemczura
Artificial Lawyer's Richard Tromans: Back to Work!
2024 Trends Report: Dynamics Shaping the Future of Legal w/CounselLink's Kris Satkunas
Jorn Vanysacker & Jeroen Thierens from Henchman: We Are Building the "Chief of Staff" For Each Legal Professional
Vlex Pushes Legal Tech Boundaries with New Features and Top Talent
Bloomberg Law Acquires Dashboard Legal to Enhance Legal Workflow Solutions - Joe Breda and Mat Rotenberg
Exploring the Intersection of Generative AI and Cybersecurity at ILTA EVOLVE - Ken Jones and Josh Smith
Love and Legal Tech: Karen Dunn Skinner and David Skinner of Gimbal Consulting
Love and Legal Tech - Kate Boyd and Ryan McClead of Sente Advisors
Kelly Griswold of Onna on the Fundamental Investments Needed in Data Management
Love and Legal Tech - Jillian Bommarito and Michael Bommarito of 273 Ventures
LegalWeek 2024 Special Part Five - Dan Lear from LegalTrack
Love and Legal Tech - Chris Ford and Nikki Shaver of Legal Technology Hub
Pablo Arredondo on the One-Year Anniversary of CoCounsel
Love and Legal Tech: Ab and Priti Saraswat
LegalWeek 2024 Special Part Four: Joshua Lenon from Clio
Love and Legal Tech: Sonja Ebron and Debra Slone of Courtroom5
LegalWeek 2024 Special Part Three: Bill Piwonka of Exterro
Love & Legal Tech: Cassie Vertovec and Alex Macdonald
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