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Machine Learning Electronically Stored Information

EDRM - Electronic Discovery Reference Model

Afraid of AI? Learn the Seven Cardinal Dangers and How to Stay Safe

If you’re afraid of artificial intelligence, you’re not alone, and you’re not wrong to be cautious. AI is no longer science fiction. It’s embedded in the apps we use, the decisions that affect our lives, and the tools...more

EDRM - Electronic Discovery Reference Model

When AI Gets Personal: Legal Implications of Artificial Intimacy

ComplexDiscovery Editor’s Note: Emotional bonds with AI are no longer speculative—they’re shaping user behavior and redefining the risks legal professionals must address. This thoughtful exploration of artificial intimacy...more

EDRM - Electronic Discovery Reference Model

Custom GPTs: Why Constant Updating Is Essential for Relevance and Performance

Over the past few weeks, I’ve been immersed in the necessary but time-consuming task of updating my Custom GPTs—AI tools I designed using OpenAI’s GPT Builder platform. Some are private, tailored to my work as a lawyer,...more

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

Secretariat

Secretariat and ACEDS 2025 Artificial Intelligence Report

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It is an honor to collaborate once again with ACEDS on their third annual Artificial Intelligence survey. This marks Secretariat’s first year as a sponsor, and my third time leading the survey and writing this summary. We are...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

Hope for the Future: How Students Are Defining the Best Use of AI

This month I celebrated another birthday—an occasion that naturally prompts reflections on time, legacy, and the world future generations will inherit. As a legal educator, a pivotal question on my mind is how the legal...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

Bar Battle of the Bots – Part One

The legal world is watching AI with both excitement and skepticism. Can today’s most advanced reasoning models think like a lawyer? Can they dissect complex fact patterns, apply legal principles, and construct a persuasive...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

Hanzo

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

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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

EDRM - Electronic Discovery Reference Model

Breaking New Ground: Evaluating the Top AI Reasoning Models of 2025

The year 2025 has brought us closer than ever to the dawn of artificial general intelligence, with AI systems now capable of reasoning on par with humans—or even surpassing them in specific domains. In this article, I examine...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

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

TransPerfect Legal

eDiscovery Trends for 2025: Navigating Innovation and Challenges

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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

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