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Litigation Strategies Machine Learning Electronically Stored Information

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

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

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

U.S. Legal Support

How to Choose the Right Trial Technology Partner

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In 2025, technology holds a well-established place in the legal profession. And even though there are headlines about emerging tech itself being on trial, the pros of Artificial Intelligence (AI), Machine Learning (ML), and...more

Association of Certified E-Discovery...

Navigating AI in the Judiciary: What E-Discovery Professionals Need to Know

Artificial intelligence is transforming how legal professionals work—and now, it’s shaping how judges approach their role in the courtroom. With the release of Navigating AI in the Judiciary: New Guidelines for Judges 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

EDRM - Electronic Discovery Reference Model

Creating a Compelling Argument in the BP Trial: Halliburton’s Closing

In our recent articles exploring how generative AI can transform trial preparation, we demonstrated how Large Language Models (LLMs) could analyze complex trial materials to generate sophisticated closing arguments. Our first...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

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

EDRM - Electronic Discovery Reference Model

Using Generative AI to Create Compelling Closing Arguments in Complex Litigation

In our recent article “Understanding GenAI Response Limits: What Every Legal Professional Should Know,” we explored how legal professionals can overcome the traditional length limitations of Large Language Models that...more

U.S. Legal Support

Litigation Technology: Enhancing Legal Processes

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Law firms today possess access to a wider and deeper collection of technological tools than any prior generation. Within this “golden age of legal technology,”1 one of the most impactful innovations has been the development...more

U.S. Legal Support

AI’s Role in Deposition Preparation & Analysis

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There’s no denying it—artificial intelligence is changing the legal landscape. Generative AI and the use of machine learning promise to boost efficiency and reduce prep time through multiple phases of litigation.  For...more

U.S. Legal Support

Annual Survey Results Are In: Litigation Support Trends to Watch for in 2024

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Reflection and anticipation—these words are especially resonant at this time of year. While we look back at the accomplishments and progress made in the last year, it’s important to prepare for the year ahead by identifying...more

HaystackID

A Look at How Workflow, Analytics, and CAL® Can Make a Difference in Cost Savings

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How an eDiscovery Provider Helped a Global Manufacturer Save Hundreds of Thousands of Dollars on a Mid-sized Litigation....more

Lighthouse

Is Your AI Algorithm Admissible in Court? Some Things to Consider.

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Increasing use of AI requires careful consideration by both legal practitioners and the courts.  Artificial Intelligence (AI) technology is becoming pervasive in our lives. There’s no doubt about it.  ...more

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