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Legal Technology Algorithms e-Discovery

EDRM - Electronic Discovery Reference Model

Epiphanies or Illusions? Testing AI’s Ability to Find Real Knowledge Patterns – Part One

Humans are inherently pattern-seeking creatures. Our ancestors depended upon recognizing recurring patterns in nature to survive and thrive, such as the changing of seasons, the migration of animals and the cycles of plant...more

Nextpoint, Inc.

Key Discovery Points: Detecting AI is Difficult and Tricky!

Nextpoint, Inc. on

In this Key Discovery Points video, Brett Burney of Nextpoint and Doug Austin of eDiscovery Today dive into one legal tech writer’s experiment with AI detectors, specifically ZeroGPT, to see if these tools can truly tell the...more

Association of Certified E-Discovery...

Defensibility Considerations Around AI in Best-Case and Worst-Case Scenarios

The integration of AI, including agentic AI, into eDiscovery workflows represents a significant evolution in how legal teams manage the review and production of electronically stored information (ESI). As with any...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

Lighthouse

AI in Action: Improving TAR in Antitrust Matters

Lighthouse on

Agility, precision, and the ability to stay ahead of the curve are everything in antitrust. In this Q&A, Lighthouse experts Kamika Brown (Client Success Manager, Antitrust) and Fernando Delgado (Senior Director, AI &...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

Illumination Zone: Episode 209 | Young Yu of HaystackID sits down with Kaylee & Mary

In the thirtieth episode of EDRM Trusted Partner, HaystackID’s monthly podcast series, Young Yu, VP of Advanced Analytics and Strategic Solutions, for our wonderful Trusted Partner, HaystackID sits down with Kaylee & Mary to...more

Association of Certified E-Discovery...

AI, Talent, and the eDiscovery Edge

eDiscovery professionals have long been ahead of the curve when it comes to legal tech. We’ve been talking about AI for years, well before it became the industry’s buzzword. Remember TAR? Predictive coding? Judge Andrew...more

Lighthouse

Feeling Disillusioned with AI? You’re Not Alone

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In the ever-evolving landscape of technology, GenAI has emerged as a transformative force, promising to revolutionize various industries, including legal. As with any groundbreaking technology, GenAI follows a predictable...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

Akerman LLP

The Convergence Point: Where Legal Expertise Meets AI Architecture

Akerman LLP on

AI promises to transform legal practice. That's both true and incomplete. After 25 years leading technology transactions and building software solutions, I've concluded that the most powerful transformation happens not when...more

Rumberger | Kirk

New AI Rule, Old Standard: Proposed Federal Rule of Evidence 707 Aims to Apply Daubert Standard to AI-Generated Evidence

Rumberger | Kirk on

In response to the rapidly increasing presence of AI-generated outputs in litigation, on June 10, 2025, the U.S. Judicial Conference’s Advisory Committee on Evidence Rules approved for publication for public comment a...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

Ropes & Gray LLP

[Podcast] Multidimensional Data Reversion: Free Text Isn’t Free

Ropes & Gray LLP on

On this third episode of Ropes & Gray’s Insights Lab’s four-part Multidimensional Data Reversion podcast series, Shannon Capone Kirk and David Yanofsky discuss the crucial steps in the iterative cycle of data analysis,...more

EDRM - Electronic Discovery Reference Model

“This Was a Collective Debacle”

In Lacey v. State Farm General Ins. Co., 2025 WL 1363069 (C.D. Cal. May 5, 2025), plaintiff submitted a filing with erroneous AI-generated citations. The Special Master pointed out some of them. The plaintiff resubmitted a...more

Lighthouse

ESI Protocols in the Age of AI: 4 Essential Questions for Modern Discovery

Lighthouse on

With the evolution of AI capabilities and adoption outpacing procedural frameworks, its important to reevaluate your approach to ESI protocols. Learn about four key considerations that will help you to create effective and...more

Offit Kurman

AI Ain’t Atticus: Why Machine Learning Can’t Master Legal Reasoning (Yet)

Offit Kurman on

An increasing number of litigators are relying on artificial intelligence to streamline their workflows and generate legal products, from research and memos to predictive insights. While the efficiency and capabilities of...more

Epiq

AI Transcript Analysis Is Changing Trial Prep — Has Your Tool Kept Up?

Epiq on

Many law firms rely on digital platforms to manage exhibits and transcripts, but these tools often treat deposition transcripts as passive reference material. Legal professionals read them manually, highlight key statements,...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

Stoel Rives LLP

Bricks And Bots: AI Technologies’ Growing Impact On Construction

Stoel Rives LLP on

Seemingly everywhere you look, there are stories about how the increased adoption and use of artificial intelligence (AI) technologies is changing the way industries operate. The construction industry is no exception, and...more

Epiq

LLMs to Agentic AI — Tackling Trust and Explainability | Epiq

Epiq on

Legalweek 2025 Session Recap - What does it mean to trust AI? According to AI expert Ron Brachman, “it’s when technology demonstrates consistent behavior over time.”  Trust is a cornerstone of any successful AI deployment....more

Womble Bond Dickinson

AI for the Legal Industry is "Real"

Womble Bond Dickinson on

Legal Week (formerly LegalTech) had over 6,000 attendees last week, with virtually all the vendors either promoting AI Tech or using AI to enhance existing services....more

Purpose Legal

Top AI-Related Concerns in eDiscovery—And How to Address Them

Purpose Legal on

As a Vice President of Regional Sales at Purpose Legal, I spend a lot of time speaking with legal teams about their biggest concerns when it comes to AI in eDiscovery. Whether I’m meeting with corporate legal departments, law...more

Nextpoint, Inc.

Key Discovery Points: AI Says AI Will Replace Paralegals… But Not So Fast!

Nextpoint, Inc. on

In this Key Discovery Points video, Brett Burney of Nextpoint and Doug Austin of eDiscovery Today dive into Deep Research’s bold prediction: AI could replace paralegals – coming in at #5 on the list of replaceable jobs...more

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