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Machine Learning Electronically Stored Information e-Discovery

EDRM - Electronic Discovery Reference Model

Court Holds That an ESI Protocol Must be Specific in GenAI Copyright Class Action

In Andersen v. Stability AI Ltd., 2025 WL 870358 (N.D. Cal. Mar. 19, 2025), the court resolved a dispute over an ESI Protocol. The starting point was a Standing Order that, absent good cause, parties “shall use” one of the...more

Ropes & Gray LLP

[Podcast] Multidimensional Data Reversion: E-Discovery Evolution—From Paper Trails to AI

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Welcome to Multidimensional Data Reversion, a four-part podcast series from Ropes & Gray’s Insights Lab where data analysis intersects with the law. On this first episode, join Shannon Capone Kirk, managing principal and...more

EDRM - Electronic Discovery Reference Model

ComplexDiscovery OÜ – Winter 2025 eDiscovery Pricing Report: A Market in Transition

In a year marked by technological innovation and market adaptation, the Winter 2025 eDiscovery Pricing Survey from ComplexDiscovery OÜ and the Electronic Discovery Reference Model provides a timely snapshot of pricing trends...more

EDRM - Electronic Discovery Reference Model

New Battle of the Bots: ChatGPT 4.5 Challenges Reigning Champ ChatGPT 4o

Two AI heavyweights step into the ring: ChatGPT 4o, the reigning champion of fluency and speed, and the new challenger, ChatGPT 4.5, boasting an upgraded intellect and sharper wit. But which one is truly the best? To find...more

EDRM - Electronic Discovery Reference Model

The Final Challenge: How GenAI Crafted BP’s “Impossible” Closing Argument

Over the past few months, we’ve been exploring how generative AI can transform trial preparation by analyzing complex litigation materials and producing sophisticated closing arguments. Our series began with an exploration of...more

U.S. Legal Support

The Evolution of AI in Litigation

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Although occasional murmurings about general AI reached the public during the 2010s, it was ChatGPT’s November ‘22 entrance onto the global stage that officially introduced the world to artificial intelligence....more

EDRM - Electronic Discovery Reference Model

Bar Battle of the Bots – Part Two

The battle continues. In Part One, we examined how six advanced AI reasoning models from OpenAI and Google tackled a real Bar Exam essay question. Some impressed, others faltered, and one emerged as the clear winner—ChatGPT...more

Foley & Lardner LLP

Leveraging Artificial Intelligence to Reach Favorable Settlement Outcomes

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“We’ve been sued” — words few want to hear. Being served with an unexpected lawsuit can throw your entire organization into disarray. Even expected litigation can leave you scrambling to figure out next steps. Yet, these days...more

Array

This Week in eDiscovery: Ethics in ESI Collection | Upcoming eDiscovery Events

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Every week, the Array team reviews the latest news and analysis about the evolving field of eDiscovery to bring you the topics and trends you need to know. This week’s post covers the period of February 23-March 1. Here’s...more

EDRM - Electronic Discovery Reference Model

Illumination Zone: Episode 197 | Kara Barnes with Ankura sits down with Kaylee & Mary

Kara Barnes, Managing Director with EDRM Trusted Partner, Ankura, sits down with Kaylee & Mary to talk about her journey to eDiscovery and focusing on the most challenging and enjoyable projects she's stewarded for clients....more

EDRM - Electronic Discovery Reference Model

Creating a Compelling Argument in the BP Trial: Government Plaintiffs’ Closing

Our exploration of generative AI in trial preparation has demonstrated how Large Language Models can analyze complex materials to generate sophisticated closing arguments. We began by showing how to overcome traditional LLM...more

Hanzo

Chat eDiscovery, Reimagined: Why Gen AI is the Smarter Way to Handle Chat Data

Hanzo on

Imagine searching for a crucial conversation in a sea of endless chat messages—messages filled with greetings, status updates, and casual banter. The reality of modern enterprise communication is an overwhelming flood of...more

Association of Certified E-Discovery...

Your Perspective Matters: Shape Legal AI with the ACEDS 2025 Survey

ACEDS is launching its Third Annual Artificial Intelligence Survey. This year the survey is sponsored by Secretariat and ACEDS is proud to be working once again with Rich Finkelman and his new team to deliver insights to the...more

Array

This Week in eDiscovery: When Self-Collection Goes Wrong | eDiscovery Deepfakes

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Every week, the Array team reviews the latest news and analysis about the evolving field of eDiscovery to bring you the topics and trends you need to know. This week’s post covers the period of February 2-8. Here’s what’s...more

TransPerfect Legal

eDiscovery Trends for 2025: Navigating Innovation and Challenges

TransPerfect Legal on

January may already be in the rear-view mirror, but it’s never too late to get ahead of the eDiscovery curve as we accelerate into 2025. Driven by technological advancements and shifting client expectations, legal...more

Array

This Week in eDiscovery: Relativity Sets Server Deadline | Documents Lost in Translation?

Array on

Every week, the Array team reviews the latest news and analysis about the evolving field of eDiscovery to bring you the topics and trends you need to know. This week’s post covers the period of January 26-February 1. Here’s...more

EDRM - Electronic Discovery Reference Model

Private LLMs vs. RAG Systems? Choosing the Right AI Strategy for Your Legal Organization

As law firms and legal departments race to leverage artificial intelligence for competitive advantage, many are contemplating the development of private Large Language Models (LLMs) trained on their work product. While the...more

Association of Certified E-Discovery...

The Shifting E-Discovery Landscape: From Artificial Intelligence to Antitrust

The rapid evolution of e-discovery presents both opportunities and challenges for e-discovery teams. Almost half (49%) of the participants in the 2024 E-Discovery Unfiltered report expected the number of litigation matters to...more

Lighthouse

5 Practical Ways to Use AI in eDiscovery—and Save Time and Money

Lighthouse on

Summary: Discover five practical ways to use AI in eDiscovery, including early case assessment and automating data collection, to streamline workflows, cut costs, and improve accuracy—transforming legal review and...more

Association of Certified E-Discovery...

Generative AI in Law: Understanding the Latest Professional Guidelines

The integration of artificial intelligence (“AI”) into legal practice is no longer a future prospect. It’s a reality that many attorneys are facing today. As law firms and legal departments begin to adopt AI tools to enhance...more

EDRM - Electronic Discovery Reference Model

eDiscovery Industry: 2024 M&A Highlights and 23-Year Retrospective of Growth and Market Trends

The eDiscovery industry in 2024 has proven to be another transformative year, with mergers, acquisitions, and investments driving significant shifts in the competitive and technological landscape. As the market matures,...more

Array

This Week in eDiscovery: Emojis in eDiscovery | Practical Tips for Gen AI

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Every week, the Array team reviews the latest news and analysis about the evolving field of eDiscovery to bring you the topics and trends you need to know. This week’s post covers the period of December 21-January 4. Here’s...more

Ankura

The Complexity of e-discovery at Breakneck Speeds: Navigating the Brave New World of Modern Data Growth

Ankura on

In an era defined by rapid technological change, legal discovery has become more complex than ever before. What was once a straightforward process of retrieving and reviewing emails and documents has evolved into a...more

Array

This Week in eDiscovery: Survey on eDiscovery Growth | ‘Tis the Season for CLEs & More

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This week’s post covers the period of December 15-20. Here’s what’s happening....more

J.S. Held

Leveraging Generative AI in Complex Investigations

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Complex investigations are on the rise with investigators being asked to do more with less, therefore needing to gain efficiency to handle workloads. A complex investigation can be triggered by a litigation event, government...more

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