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e-Discovery Professionals Machine Learning

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

Nextpoint, Inc.

Key Discovery Points: A Gentle Distinction for Agentic AI

Nextpoint, Inc. on

In this Key Discovery Points video, Brett Burney of Nextpoint and Doug Austin of eDiscovery Today break down the key differences between Agentic AI and Generative AI – two technologies making waves in the legal tech world....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...

[Event] The Augmented E-Discovery Professional: Thriving in the Age of AI - September 16th, Cleveland, OH

The emergence of Generative AI and Agentic AI systems represents the most significant technological disruption to legal services since the advent of eDiscovery. These intelligent systems don't just process data: they create...more

EDRM - Electronic Discovery Reference Model

The Shape of Justice: How Topological Network Mapping Could Transform Legal Practice

What if justice had a shape — not rigid scales or a blindfolded figure, but a living, dynamic map? Imagine causation as a multidimensional space, where influence, control, and responsibility could be mapped across a moving...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

EDRM - Electronic Discovery Reference Model

Criminal Conviction Reversed After State Failed to Timely & Fully Disclose its Use of a Type of Artificial Intelligence

“After a one-day trial in the Circuit Court for Montgomery County, a jury found Craig Donnell Johnson guilty of robbery. Before trial, Mr. Johnson had filed a motion to dismiss the case, arguing that the State had withheld...more

EDRM - Electronic Discovery Reference Model

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

The moment of truth had arrived. Were ChatGPT’s insights genuine epiphanies, valuable new connections across knowledge domains with real practical and theoretical implications, or were they merely convincing illusions? Had...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

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

Association of Certified E-Discovery...

[Webinar] GenAI Prompt Engineering: Lessons Learned - August 26th, 10:00 am PDT

As Generative AI transforms the eDiscovery industry, mastering the art and science of prompt engineering has become a crucial skill for practitioners. In this webinar, "GenAI Prompt Engineering: Lessons Learned," we'll take a...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

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

EDRM - Electronic Discovery Reference Model

The $20 Test: What a Parking Lot Taught Me About AI and Legal Judgment

Every day, lawyers and judges the world over are asking ChatGPT and other AI tools to help them reason through complex ethical dilemmas, draft arguments, and make strategic decisions....more

EDRM - Electronic Discovery Reference Model

Panel of Experts for Everyone About Anything – Part Three: Demo of 4o as Panel Driver on New Jobs

This is the conclusion to the article, Panel of Experts for Everyone About Anything – Part One and Part Two. Here we give another demonstration of the software described in Part One. Part Two provided a demonstration where...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

Avoiding the Third Rail of Legal AI: Don’t Let the Machine Think for You

Why professional responsibility demands we use AI as a tool—not a substitute—for legal thinking and decision-making. AI is transforming legal practice at breakneck speed. Generative AI tools promise unprecedented efficiency...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

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

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