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Machine Learning Discovery 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

EDRM - Electronic Discovery Reference Model

Illumination Zone: Episode 202 | Esther Birnbaum of HaystackID sits down with Kaylee & Mary

In the twenty seventh episode of EDRM Trusted Partner, HaystackID’s monthly podcast series, Esther Birnbaum, Executive Vice President of Legal Data Intelligence, sits down with Kaylee & Mary to talk about how her in house...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

Nextpoint, Inc.

Key Discovery Points: Get Your Copy of the 2025 eDiscovery State of the Industry Report

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Change is the only constant in the world of ediscovery – and it’s happening faster than ever. According to the 2025 State of the Industry Report by eDiscovery Today, trends like generative AI and cloud-based solutions are...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

U.S. Legal Support on

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

Lighthouse

Ensuring Consistency and Accuracy in Managed Document Review

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The importance of accuracy and consistency in document review can’t be overstated. Learn why they matter for your cases and budgets and the key role human reviewers play in achieving them. Amid recent leaps in technology and...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

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

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

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

Cornerstone Research

5 Questions with Jonah Berger: Using Artificial Intelligence and Machine Learning in Litigation

Cornerstone Research on

5 Questions is a periodic feature produced by Cornerstone Research, which asks our affiliated experts, senior advisors, and professionals to answer five questions. We interview Professor Jonah Berger, of the Wharton School,...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: 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

J.S. Held on

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

Cimplifi

The Future Of Document Review

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Staying at the forefront of eDiscovery technology is critical. Relativity aiR, leveraging advanced GPT and other cutting-edge technologies, represents the next generation of Technology-Assisted Review (TAR). Here’s how we’re...more

Array

This Week in eDiscovery: Limiting Discovery | Generative AI Ethics

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 September 2-8. Here’s what’s...more

EDRM - Electronic Discovery Reference Model

Generative Search Engines: Providing Answers Not Links

Search engines based on Generative AI, known as Generative Search Engines (“GSE”), provide actual answers to user queries, not just website links. These links suggest dozens, hundreds, if not thousands of websites where...more

CloudNine

ILTACON 2024 – Practical Innovation with Today’s Data on Display (Even New Developments in AI for eDiscovery!)

CloudNine on

Nashville offers countless reasons to visit, but when you combine the city’s talent and energy with the legal community’s convergence at the Gaylord Opryland Resort and Convention Center, you create an unforgettable...more

CloudNine

Highlights from Masters Conference New York 2024

CloudNine on

The Masters Conference for Legal Professionals in New York City hosted by Morgan Lewis LLP on July 24th was replete with insights on applying AI to eDiscovery, collecting and reviewing text and chat app data and information...more

Hanzo

Part III: Optimizing eDiscovery with AI — Overcoming Scaling Challenges

Hanzo on

In previous blog posts, we discussed how large language models (LLMs) can be used in eDiscovery and the importance of data security , keeping costs low, and transparency of data analysis . One of the novel risks introduced by...more

Lighthouse

To Find Effective AI Solutions, Look for Four Qualities in an eDiscovery Partner

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Technology solutions are only as good as the benefits they provide. We make that point in another post, where we walk through the potential benefits of two types of modern AI....more

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