knowledge management

Subscribe to knowledge management via RSS

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.

Listen on mobile platforms:  ⁠Apple Podcasts⁠ |  ⁠Spotify⁠ | YouTube (NEW!)

Links:

Contact DeepJudge: ⁠info@deepjudge.ai⁠⁠

Contact Us: 

Twitter: ⁠⁠⁠⁠⁠@gebauerm⁠⁠⁠⁠⁠, or ⁠⁠⁠⁠⁠@glambert⁠⁠⁠⁠⁠

Threads: @glambertpod or @gebauerm66

Email: geekinreviewpodcast@gmail.com

Music: ⁠⁠⁠⁠⁠Jerry David DeCicca⁠⁠⁠⁠

⁠Transcript⁠

Continue Reading Paulina Grnarova and Yannic Kilcher from DeepJudge.AI: Unlocking Institutional Knowledge: How AI is Transforming Legal Search (TGIR Ep. 224)

Last Thursday, a group of some 400 legal knowledge management professionals came together for the Strategic Knowledge & Innovation Legal Leaders Summit (SKILLS) conference.  Oz Benamram asked me to pull together a 20 minute recap of all of the presentations that day, and share it with the 3 Geeks’ readers. So, here’s about a 20 minute recap of the 20 presentations for that day. Enjoy!!

Jason Barnwell – Keynote

There are two things that most of us know about Jason. First, he thinks there is always opportunities for improvement. Whether that is for himself, his team at Microsoft, and especially for law firms looking to better service their clients. His takeaway quote for me was when Kay Kim asked him what are law firms doing right and what are they doing wrong?

So the biggest challenge I see is, is structural, and as much as the business model works pretty well for about right now. But it doesn’t necessarily work great for where we’re going.

The other thing that we know about Jason is that if you are presenting on innovation in a law firm, he’s going to ask you specifically “is what you are doing benefitting the law firm only, or does it benefit the client?” So, expect to answer that question… at a minimum to yourself, even if Jason isn’t in the room.

Digital Transformation – Shark-TED-Talk-Tank (Part 1)

I loved all three sessions of our Shark-Ted-Talk-Tank presentations. We were just missing the three billionaires, and the large red carpet. But, the content was all there.
Continue Reading SKILLS 2022 – Recap

It only took us 31 episodes, but Marlene decided that what the show lacked was a phone number for listeners to call in. So, we now have one, and we have a question for you to vote on.
“Should The Geek In Review create a video promo for upcoming episodes?” (Greg says he has the face for radio, so vote no… Marlene says it’s a great idea, so vote yes.
Call 713-487-7270 and leave your voicemail of “YES” or “NO” and what other ideas you may have for the show.

This week we have a great guest, Vishal Agnihotri, who recently returned from a world wide Legal Hackathon session, and she and her team (called the Femme LeGALs) created over 180 ideas and concepts. Besides idea generation at a phenomenal pace, Vishal is also the Chief Knowledge Officer at Hinshaw Culbertson in New York. She walks us through her journey through Knowledge Management and where she sees opportunities in law firm KM through data security.

Greg is spending the week in Austin at SXSW, and is live-blogging as much as he can here. Wish him luck, as he has taken to riding those electric scooters through the streets of Austin.

Listen on mobile platforms:  Apple Podcasts LogoApple Podcasts | Overcast LogoOvercast | Spotify LogoSpotifyContinue Reading Episode 31: Vishal Agnihotri on Legal Hackathons and her ‘Femme LeGALs’ team

On this mini-episode of The Geek In Review, Greg talks about three eerie/interesting/scary instances where the technology seems to be ahead of us humans. Can Amazon be tracking us in a craft store? Are automated computer game players AI? Should guidance apps like WAZE, create a dangerous situation? Well, all three happened. Is it purely happenstance, or is it the technology going beyond our understanding. Probably happenstance… but still eerie.

Apple Podcasts LogoApple Podcasts | Overcast LogoOvercast | Spotify LogoSpotify

Marlene explored a number of unique holiday drinks, music, and customs. So, if you’re still in the holiday mood… check out ¿Donde Esta Santa Claus? by the Gusters, Bloodshot Records 13 Days of XMas, particularly, The Pagans Had it Right, by Devil in a Woodpile, and How to Make Gravy by All Our Exes Live in Texas. If you need a drink, try the Puerto Rican holiday drink of Coquito.
Continue Reading Episode 23: The Technology Twilight Zone

Perhaps I’m one of the lucky few that has always had a good relationship with the Marketing Department. Although I am the incoming President of the American Association of Law Libraries, I am also a member of the Legal Marketing Association, and I find value in both. I have leveraged the relationships built by the…

A metal bucket
By Jon Pallbo (Jon.Pallbo@gmail.com)
(Own work) [Public domain],
via Wikimedia Commons

I recently watched a TED talk by Michael Idinopulos, called Mr. Manager, tear down these (digital) walls!  It’s a great talk and is well worth your while to view the entire 17 minute presentation.  The story he tells beginning at the 2 minute mark…