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Algorithms Artificial Intelligence e-Discovery Professionals

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

EDRM - Electronic Discovery Reference Model

Panel of Experts for Everyone About Anything – Part One

Imagine instantly accessing a room full of top experts ready to respond to your toughest questions, brainstorm creative solutions, or critique your new ideas, all without spending a dime. Whether you’re a seasoned attorney...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

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 Companionship and Machine Intuition: Rethinking Relationships in the Age of Artificial Empathy

ComplexDiscovery Editor’s Note: This featured article from ComplexDiscovery OÜ provides an examination of one of the most compelling sessions from the 2025 Dublin Tech Summit, where AI transcended analytics and delved into...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

Bots Battle for Supremacy in Legal Reasoning – Part Five: Reigning Champion, Orion, ChatGPT-4.5 Versus Scorpio, ChatGPT-o3

Will the challenger, Scorpion, defeat the reigning champ, Orion? Or will Orion keep his title as the world’s best AI legal reasoner? Read about my experiment and find out....more

EDRM - Electronic Discovery Reference Model

Dario Amodei Warns of the Danger of Black Box AI that No One Understands

Dario Amodei, Chief Scientist and CEO of Anthropic, has written another important article you should read: The Urgency of Interpretability. He is very concerned that scientists have created a powerful new technology that no...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

EDRM - Electronic Discovery Reference Model

Zero to One: A Visual Guide to Understanding the Top 22 Dangers of AI

When zero becomes one, possibility leaps out of the void, as Peter Thiel champions in his book, Zero to One. But what happens when the entrepreneur is foolish and pushes his scientists to open a Pandora’s box? What happens...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)?

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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

EDRM - Electronic Discovery Reference Model

Bar Battle of the Bots – Part Four: Birth of Scorpio

The AI bot battles rage on. This round, we test OpenAI’s newest contender, released April 16, 2025: ChatGPT o3. Not to be confused with its leaner sibling—ChatGPT o3-mini, which debuted in January. When we tested that old...more

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

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

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

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

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

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

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

HaystackID

[Webinar] Discovering Data Quickly in High-Stakes White-Collar Investigations - March 12th, 11:00 am - 12:00 pm CDT

HaystackID on

White-collar crimes present investigators with intricate challenges that require precision, expertise, and advanced technology. In today’s high-profile investigations, the stakes couldn’t be higher, with reputations,...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

Purpose Legal

Looking Beyond Generative AI – Agentic AI’s Potential in Legal Services

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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. Allow me to introduce the next leg in our...more

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