# 901: Automating Legal Work with Data-Centric ML (feat. Lilith Bat-Leah)

Page: https://stenobird.com/podcast/super-data-science/901-automating-legal-work-with-data-centric-ml-feat-lilith-bat-leah
Text version: https://stenobird.com/podcast/super-data-science/901-automating-legal-work-with-data-centric-ml-feat-lilith-bat-leah.md
Podcast: [Super Data Science: ML & AI Podcast with Jon Krohn](https://stenobird.com/podcast/super-data-science)
Published: 2025-07-01T11:00:00+00:00
Episode link: https://www.podtrac.com/pts/redirect.mp3/chrt.fm/track/E581B9/arttrk.com/p/VI4CS/pscrb.fm/rss/p/traffic.megaphone.fm/SUPERDATASCIENCEPTYLTD2265605976.mp3?updated=1752060886
Audio file: https://www.podtrac.com/pts/redirect.mp3/chrt.fm/track/E581B9/arttrk.com/p/VI4CS/pscrb.fm/rss/p/traffic.megaphone.fm/SUPERDATASCIENCEPTYLTD2265605976.mp3?updated=1752060886
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JSON: https://stenobird.com/v1/public/podcasts/super-data-science/episodes/901-automating-legal-work-with-data-centric-ml-feat-lilith-bat-leah
Duration seconds: 3972

## Resource

Senior Director of AI Labs for Epiq Lilith Bat-Leah speaks to Jon Krohn about the ways AI have disrupted the legal industry using LLMs and retrieval-augmented generation (RAG), as well as how the data-centric machine learning research movement (DMLR) is systematically improving data quality, and why that is so important. Additional materials: ⁠⁠⁠⁠⁠www.superdatascience.com/901⁠⁠⁠⁠ This episode is brought to you by the ⁠⁠Dell AI Factory with NVIDIA⁠⁠ and Adverity, the conversational analytics platform⁠⁠⁠. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (05:45) Deciphering legal tech terms (TAR, e-discovery) (13:47) How legal firms use data and AI (29:01) All about data-centric machine learning research (DMLR) (46:58) Lilith’s career journey in the AI industry

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## Transcript

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