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e-Discovery Professionals Machine Learning Document Review

EDRM - Electronic Discovery Reference Model

Hallucinations, Drift, and Privilege: Three Comic Lessons in Using AI for Law

Artificial intelligence has moved from novelty to necessity in law. It now drafts briefs, reviews discovery, and even suggests courtroom arguments. But most lawyers still struggle to use it wisely. Instead of another...more

Association of Certified E-Discovery...

Three Years In, Has Generative AI Made a Meaningful Contribution to E-Discovery?

Three years used to be a good time frame for assessing the impact of technology on the various processes that drive legal and business outcomes. It’s not entirely clear if that’s a good measure anymore, but I thought it would...more

Association of Certified E-Discovery...

[Webinar] Retrain Your Brain: TAR Workflow to AI-Based Prompts - September 9th, 1:00 pm - 2:00 pm CT

Welcome to Retrain your Brain: TAR workflow to AI-Based Prompts event! Join us on September 9, 2025 at 1:00 PM (Central Time) for an exciting session on transforming your workflow with AI prompts. Let's dive deep into the...more

Association of Certified E-Discovery...

How Legal Professionals Should Prepare for and Adapt to an AI-Centric E-Discovery Landscape

Ari Kaplan speaks with Jim Sullivan and Tom Palladino, the Founder and President, respectively, at eDiscovery AI, which leverages artificial intelligence for document review, privacy response, investigations, and litigation....more

HaystackID

Will Courts “Search, Forward” with eDiscovery Case Law on AI?

HaystackID on

Editor’s Note: In this contributed article, Phil Favro draws sharp parallels between today’s artificial intelligence (AI) adoption anxieties and the technology-assisted review (TAR) debates of the early 2010s, offering a...more

EDRM - Electronic Discovery Reference Model

From Search Hits to Answers: How GenAI Solved Complex Discovery Challenges at HKA’s “Hands On” AI Program in London

Picture this: Six teams of senior legal professionals from the world’s largest law firms and investigation groups, each armed with nothing but a natural language question and access to 14,000 documents from one of Britain’s...more

Lighthouse

What Working on a 200,000-Line Privilege Log Taught Me About Generative AI

Lighthouse on

Generative AI’s real strength lies in its adaptability—and in this blog, we share how it delivered fast, regulator-ready privilege log descriptions without sacrificing nuance or consistency. From custom prompts to flexible...more

Purpose Legal

Looking Beyond Generative AI – Agentic AI’s Potential in Legal Services (updated July 2025)

Purpose Legal on

Generative AI is quickly transforming many industries, including legal services. Many of us are already using (or at least experimenting with) Generative AI, with impressive results. By now, most will have heard, read about,...more

Purpose Legal

From OCR to AI The Future of Media and Image Analysis in eDiscovery

Purpose Legal on

In this episode of the Purpose Legal Podcast, Chief Innovation Officer Jeff Johnson sits down with Sergio Suarez, CEO of TackleAI, to explore how cutting-edge computer vision is transforming document analysis in legal. From...more

Purpose Legal

AI in eDiscovery Today: An Open Conversation

Purpose Legal on

AI in eDiscovery Today: An Open Conversation In this energizing episode of the Purpose Legal podcast, Jeff Johnson, Chief Innovation Officer at Purpose Legal, sits down with Jim Sullivan, CEO of eDiscovery AI, for a candid,...more

EDRM - Electronic Discovery Reference Model

Document Content vs. Metadata in eDiscovery AI: A Clarification of Scope, Access, and Accuracy

Abstract - This article addresses a critical source of confusion in legal technology: the conflation of document content and metadata in generative AI tools for eDiscovery. Document content is the text and visual data you see...more

EDRM - Electronic Discovery Reference Model

The Future is Now: Why Trial Lawyers and Judges Should Embrace Generative AI Now and How to Do It Safely and Productively

Introduction: The Urgency and Promise of Generative AI in Law - The unprecedented rapid advancement of generative artificial intelligence (AI) worldwide presents the legal profession with a pivotal opportunity for...more

EDRM - Electronic Discovery Reference Model

Case Study: Practical Testing for Effectively Organizing Documents with GenAI Review

This case study outlines a practical framework for evaluating Generative AI (“GenAI”) review for organizing documents in discovery using Relativity’s aiR for Review....more

Kilpatrick

The Human Element Remains: How Legal Professionals and AI Can Best Collaborate in the Future of E-Discovery and Litigation

Kilpatrick on

In an era where artificial intelligence (AI) is reshaping every industry, the legal profession stands at a pivotal crossroads. Building on the successful adoption of predictive coding and machine learning in everyday...more

EDRM - Electronic Discovery Reference Model

AI Can Improve Great Lawyers—But It Can’t Replace Them

The rise of legal AI has sparked a familiar fear: that our hard-won expertise might be absorbed into machines. That lawyers will be off-loaded—our reasoning encoded, commodified, and reduced to prompts. That we’ll be...more

EDRM - Electronic Discovery Reference Model

Enhancing Discovery with Alchemy Textract: How AI-Powered OCR Captures Handwritten Notes and Poorly Scanned Documents

In today’s legal landscape, investigations and discovery often involve processing thousands of complex documents. Traditional Optical Character Recognition (OCR) technology struggles with the varied document types legal...more

Pagefreezer

What Is Technology Assisted Review (TAR)?

Pagefreezer on

In a world where more than 2.5 quintillion bytes of data are created every day, the eDiscovery process isn’t only complex and time-consuming, but it can be extremely costly as well....more

Secretariat

Secretariat and ACEDS 2025 Artificial Intelligence Report

Secretariat on

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

Ropes & Gray LLP on

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

Epiq

Why Confidence Scoring With LLMs Is Dangerous

Epiq on

When it comes to confidence assessments from LLMs, scoring predictions is essential. The most important thing is not the scores themselves, but the resulting ranking these scores produce. Once our model (TAR 1.0, TAR 2.0,...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

Illumination Zone: Episode 201 | John Tredennick of Merlin Search Technologies sits down with Kaylee & Mary

John Tredennick, CEO and founder of EDRM Trusted Partner, Merlin Search Technologies, sits down with Kaylee & Mary to talk about his journey from litigation partner to eDiscovery entrepreneur, why he founded another...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

Nextpoint, Inc. on

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

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

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