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Machine Learning Technology-Assisted Review Innovative Technology

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

U.S. Legal Support

How to Choose the Right Trial Technology Partner

U.S. Legal Support on

In 2025, technology holds a well-established place in the legal profession. And even though there are headlines about emerging tech itself being on trial, the pros of Artificial Intelligence (AI), Machine Learning (ML), and...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

Lighthouse

Top 5 AI Trends Law Firms Must Know in 2025

Lighthouse on

Summary - Law firms that embrace AI in 2025 will gain a strategic edge in eDiscovery, from early case assessment to data-driven negotiations. Cutting-edge firms are using AI to analyze modern data, optimize document review,...more

Mitratech Holdings, Inc

5 Steps for Evaluating Your Legal Tech Stack for the New Year

A Strategic Guide for Legal Departments to Optimize Their Technology Stack and Drive Efficiency in 2025 - The start of a new year brings a fresh opportunity to take stock of what’s working and what’s not – especially when...more

U.S. Legal Support

Upcoming Technology Trends in Litigation Support

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Litigation technology is becoming increasingly important to litigation support services. Firms and legal professionals are leveraging emerging legal tech despite the misconception that our profession can be stuck in its ways...more

EDRM - Electronic Discovery Reference Model

Optimism and Innovation in eDiscovery: Fall 2024 Business Confidence Survey Insights

ComplexDiscovery Editor’s Note: The 36th edition of the eDiscovery Business Confidence Survey provides a compelling narrative of an industry at the crossroads of optimism and innovation. This Fall 2024 report not only...more

EDRM - Electronic Discovery Reference Model

Singularity Advocate Series #1: AI with a Mind of Its Own, On Trial for its Life

Preface. For background on the story, see my non-fiction article, GPT-4 Breakthrough: Emerging Theory of Mind Capabilities in AI. To create this story, I had ChatGPT read this article and the underlying scientific paper...more

Association of Certified E-Discovery...

The Hitchhiker’s Guide to the Dataverse: Episode 1 – Surviving Conference Cosmos & AI Asteroids

Welcome to the Dataverse Cat Casey: Welcome to The Hitchhiker’s Guide to the Dataverse! If you’re stepping into the legal tech universe for the first time, don’t panic—we’re here to help you navigate the infinite (and...more

J.S. Held

Leveraging Generative AI in Complex Investigations

J.S. Held on

Complex investigations are on the rise with investigators being asked to do more with less, therefore needing to gain efficiency to handle workloads. A complex investigation can be triggered by a litigation event, government...more

EDRM - Electronic Discovery Reference Model

AI, Ethics, and Excellence: Insights from November 2024’s Vendor Voices

ComplexDiscovery Editor’s Note: In this month’s Vendor Voices, ComplexDiscovery OÜ explores the dynamic developments in eDiscovery, cybersecurity, and information governance throughout November 2024. From the latest edition...more

EDRM - Electronic Discovery Reference Model

Designing Generative AI for Legal Professionals: Key Principles and Best Practices

Generative AI is transforming the landscape of legal technology, offering unprecedented opportunities to automate tasks and streamline complex workflows. Yet, designing AI tools that truly meet the needs of legal...more

Integreon

Even GenAI Needs a Mother and Other Takeaways From My Week on the Road

Integreon on

The last few weeks have been busy, full of face-to-face meetings that have left me energized and inspired. While our new remote world offers countless benefits, more flexibility, and increased collaboration across time zones,...more

EDRM - Electronic Discovery Reference Model

Legal Professionals Should Embrace Generative AI Now and Join a New Era of Co-Intelligence

Generative AI is transforming legal practice, offering tools that legal professionals cannot afford to ignore. This technology is reshaping decision-making and workflow, as I have seen firsthand while teaching judges and...more

Association of Certified E-Discovery...

E-Discovery Team Building: Strategies for Cultivating Proficient and Exceptional Teams

At Relativity Fest Chicago 2024, I had the opportunity to moderate the ACEDS-sponsored panel discussion on the crucial subject of building e-discovery teams. Joining me for the session aptly titled “Building an Efficient...more

EDRM - Electronic Discovery Reference Model

Navigating the AI Frontier: Balancing Breakthroughs and Blind Spots

Imagine standing on a razor-thin line—one step forward, and you unlock unprecedented legal capabilities; one misstep, and you fall into a chasm of costly errors. This is the reality legal professionals face as they begin to...more

U.S. Legal Support

AI for Legal Professionals: Top Use Cases

U.S. Legal Support on

Artificial Intelligence (AI) and machine learning (ML) have taken many industries by storm. In a recent McKinsey survey, 72% of respondents across all industries have adopted AI for at least one business function, up from 55%...more

EDRM - Electronic Discovery Reference Model

Can AI Really Save the Future? A Lawyer’s Take on Sam Altman’s Optimistic Vision

In his latest essay, The Intelligence Age, Sam Altman envisions a future where ChatGPT and other AI technologies rapidly transform the world for the better. He projects that the exponential growth we’ve seen in generative AI...more

Purpose Legal

AI rEvolution – AI-based First Pass Review – Servant Becomes Master

Purpose Legal on

In my last post, I suggested a best practices GenAI first pass review process is a TAR 1.0 workflow. I stand by that. In broad strokes, they are the same. That said, there is a difference, with pros and cons, in the “model...more

Cimplifi

Review is Dead! Long Live Review!

Cimplifi on

The declaration we’ve all heard: “The King is dead, long live the King!” It comes from the traditional proclamation used to announce the death of the reigning monarch and simultaneously hail the ascension of the new monarch. ...more

Stotler Hayes Group, LLC

My Foray Into Friendship With HAL 9000

I have recently begun experimenting with using AI, which stands for “Artificial Intelligence”, to help me in my day-to-day work. I will explain how I use it and how I don’t use it, but first two things...more

EDRM - Electronic Discovery Reference Model

Generative Search Engines: Providing Answers Not Links

Search engines based on Generative AI, known as Generative Search Engines (“GSE”), provide actual answers to user queries, not just website links. These links suggest dozens, hundreds, if not thousands of websites where...more

EDRM - Electronic Discovery Reference Model

Prosecutors and AI: Navigating Justice in the Age of Algorithms

AI has the potential to transform the criminal justice system through its ability to process vast datasets, recognize patterns, and predict outcomes. However, this potential comes with a profound responsibility: ensuring that...more

EDRM - Electronic Discovery Reference Model

Navigating the AI Frontier: Wharton Professor’s Guide to Mastering Generative AI

Ethan Mollick, a Professor at Wharton who teaches entrepreneurship and innovation, has written an insightful book on generative AI, Co-Intelligence: Living and Working with AI (Portfolio, April 2, 2024). This article aims to...more

EDRM - Electronic Discovery Reference Model

eDiscovery Review in Transition: Manual Review, TAR, and the Role of AI

ComplexDiscovery’s Editor’s Note: This article is essential for cybersecurity, information governance, and eDiscovery professionals navigating the complexities of legal document review. With the rapid advancements in AI...more

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