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Machine Learning Legal Technology

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

Integreon

Five Steps to Take Before Purchasing Contract Lifecycle Management (CLM) Technology

Integreon on

Before you begin the process of evaluating genAI-enabled CLM systems it is important to fully understand your own environment. This includes conducting an internal assessment of your own AI and contracts process maturity. The...more

Baker Botts L.L.P.

Kadrey v. Meta - Fair Use as a Matter of Law

Baker Botts L.L.P. on

Kadrey v. Meta! On the merits! A doozy of a summary judgment opinion in form and substance. "The devil is in the details," but even for non-lawyers, at least the first five pages are a must-read - there are almost no legal...more

Baker Donelson

The Perils of Legal Hallucinations and the Need for AI Training for Your In-House Legal Team!

Baker Donelson on

Generative AI is rewriting how lawyers work at record speed, but is also quietly flooding Courts with phantom citations and invented case law along the way. In recent months, a number of judges across the country have...more

Integreon

Implementing GenAI for Contract Lifecycle Management: Technology Selection Criteria

Integreon on

Evaluating CLM systems with generative AI (genAI) capability requires some new twists in thinking about technology vendor qualifications. Experience and Reputation - Established vendors with many customers would typically...more

Baker Donelson

The Northern District of California Weighs in on "Transformative" Use of Copyrighted Books for Training Generative AI Tools

Baker Donelson on

Only a few months ago, the U.S. District Court for the District of Delaware ruled that the use of "headnotes" in a legal search tool, for the purpose of training a competing legal tool driven by artificial intelligence (AI),...more

Holland & Hart - Your Trial Message

Keep Doing Your Own Writing

I’m old enough to feel okay claiming full “curmudgeon” status when it comes to A.I. as a writing tool. I know some will say that puts me behind the times, and others will say that I’m missing out on opportunities. But the...more

Davis Wright Tremaine LLP

The Generative Slate: Two Courts Find Fair Use in GenAI Training

This article is part of DWT's The Generative Slate series. It explores the use of generative AI in the production and distribution of content. After nearly two years since the first lawsuit involving generative AI (GenAI)...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

Troutman Pepper Locke

Cleared for Takeoff? Copilot Legal and Technical Preflight Checklist

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Millions of companies use the Microsoft 365 suite of tools every day to create, communicate, and collaborate, but far fewer have adequately grappled with the legal risks introduced by Copilot, the powerful generative AI...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

DLA Piper

Legal Red Teaming, One Year In: Reports from the Field

DLA Piper on

Introduction - In our June 2024 white paper, Legal red teaming: A systematic approach to assessing legal risk of generative AI models, we presented legal red teaming, a methodology aimed at helping organizations that...more

Best Era

AI Hallucinations Are Destroying Legal Careers: Here's How to Fight Back

Best Era on

Lawyers are getting sanctioned for AI-generated fiction masquerading as legal research. The most infamous case, Mata v. Avianca in New York federal court, saw attorneys submit a brief containing six completely fictional...more

Akerman LLP

Strategic Implementation: Turning Legal AI Vision Into Reality

Akerman LLP on

The gap between AI's promise and its practical implementation in legal organizations is substantial. After 25 years designing and deploying technology solutions in legal environments, I've observed a consistent pattern: the...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

Cornerstone Research

The Role of Large Language Models in Driving Legal Innovation

Cornerstone Research on

Innovation in the legal industry is particularly challenging because the expectation of accuracy is simply higher than in most sectors. “Move fast and break things” is not an option. Even so, in a period where virtually every...more

Cimplifi

Chess, Not Checkers: Multi-case Strategies for Discovery

Cimplifi on

It’s important to balance innovation in AI-driven processes with the human element to ensure a defensible approach to litigation that also maximizes the protection of sensitive data. We use the analogy of chess vs. checkers...more

Integreon

How Generative AI Turbocharges Contract Lifecycle Management (CLM) Technology

Integreon on

This is the first blog of a five-part series on CLM Adoption in the Age of AI.  Contract lifecycle management (CLM) technology is critical to today’s legal operations. Already well established as tools to drive efficiency,...more

The Volkov Law Group

Episode 373 -- Christian Focacci on Current Developments in AI and Risk Management

The Volkov Law Group on

Is AI a magic bullet - or just another tool in the compliance toolkit? What really happens when you let algorithms near your risk decisions? In this episode of Corruption, Crime and Compliance, Christian Focacci, founder...more

Cornerstone Research

The Evolving Role of Artificial Intelligence and Machine Learning in Expert Analyses

Cornerstone Research on

Artificial intelligence (AI) and machine learning (ML) are increasingly influencing many aspects of the legal sector, including legal expert analyses. To determine how often AI and ML are used in expert analyses and identify...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

Integreon

Navigating the Multilingual Maze: Document Review in Cross-Border Litigation and Regulatory Investigations

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As cross-border litigation and regulatory investigations become increasingly common, document review professionals and providers are frequently tasked with reviewing documents spanning multiple languages....more

EDRM - Electronic Discovery Reference Model

From Prompters to Partners: The Rise of Agentic AI in Law and Professional Practice

Introduction: Beyond the Prompt Era - The legal profession is undergoing a profound shift. For decades, the integration of computing in law was incremental—word processors, databases, legal research platforms....more

Lighthouse

AI’s Expanding Role in Antitrust: How LLMs Are Changing Regulatory Reviews

Lighthouse on

Learn how strategically deploying large language models in both predictive and generative AI can help streamline your processes in an increasingly complex regulatory environment....more

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