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Machine Learning Data Management Discovery

EDRM - Electronic Discovery Reference Model

ComplexDiscovery OÜ – Winter 2025 eDiscovery Pricing Report: A Market in Transition

In a year marked by technological innovation and market adaptation, the Winter 2025 eDiscovery Pricing Survey from ComplexDiscovery OÜ and the Electronic Discovery Reference Model provides a timely snapshot of pricing trends...more

Lighthouse

Ensuring Consistency and Accuracy in Managed Document Review

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The importance of accuracy and consistency in document review can’t be overstated. Learn why they matter for your cases and budgets and the key role human reviewers play in achieving them. Amid recent leaps in technology 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

EDRM - Electronic Discovery Reference Model

Creating a Compelling Argument in the BP Trial: Halliburton’s Closing

In our recent articles exploring how generative AI can transform trial preparation, we demonstrated how Large Language Models (LLMs) could analyze complex trial materials to generate sophisticated closing arguments. Our first...more

EDRM - Electronic Discovery Reference Model

Private LLMs vs. RAG Systems? Choosing the Right AI Strategy for Your Legal Organization

As law firms and legal departments race to leverage artificial intelligence for competitive advantage, many are contemplating the development of private Large Language Models (LLMs) trained on their work product. While the...more

EDRM - Electronic Discovery Reference Model

Breaking the AI Black Box: How DeepSeek’s Deep-Think Forced OpenAI’s Hand

DeepSeek’s Deep-Think feature takes a small but meaningful step toward building trust between users and AI. By displaying its reasoning process step by step, Deep-Think allows users to see how the AI forms its conclusions,...more

Lighthouse

5 Practical Ways to Use AI in eDiscovery—and Save Time and Money

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Summary: Discover five practical ways to use AI in eDiscovery, including early case assessment and automating data collection, to streamline workflows, cut costs, and improve accuracy—transforming legal review and...more

Cornerstone Research

5 Questions with Jonah Berger: Using Artificial Intelligence and Machine Learning in Litigation

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5 Questions is a periodic feature produced by Cornerstone Research, which asks our affiliated experts, senior advisors, and professionals to answer five questions. We interview Professor Jonah Berger, of the Wharton School,...more

Epiq

How To Deploy LLMs Part 1: Where Do Your Models Live?

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In the early days of first-generation AI models, legal industry technology providers did not frequently encounter the question, “Where do my models live?”   The assumption has always been that the models live where the data...more

EDRM - Electronic Discovery Reference Model

Using Generative AI to Create Compelling Closing Arguments in Complex Litigation

In our recent article “Understanding GenAI Response Limits: What Every Legal Professional Should Know,” we explored how legal professionals can overcome the traditional length limitations of Large Language Models that...more

EDRM - Electronic Discovery Reference Model

Understanding GenAI Response Limits: What Every Legal Professional Should Know

As some readers will know, we have spent many hours working with Generative AI-based Large Language Models (“LLMs”) like GPT (aka ChatGPT) and Claude. We use both in our DiscoveryPartner® software to summarize and synthesize...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

J.S. Held

Leveraging Generative AI in Complex Investigations

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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

GPT-4 Breakthrough: Emerging Theory of Mind Capabilities in AI

Michal Kosinski, a computational psychologist at Stanford, has uncovered a groundbreaking capability in GPT-4.0: the emergence of Theory of Mind (ToM). ToM is the cognitive ability to infer another person’s mental state based...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

Cimplifi

The Future Of Document Review

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Staying at the forefront of eDiscovery technology is critical. Relativity aiR, leveraging advanced GPT and other cutting-edge technologies, represents the next generation of Technology-Assisted Review (TAR). Here’s how we’re...more

U.S. Legal Support

AI for Legal Professionals: Top Use Cases

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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

U.S. Legal Support

Litigation Technology: Enhancing Legal Processes

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Law firms today possess access to a wider and deeper collection of technological tools than any prior generation. Within this “golden age of legal technology,”1 one of the most impactful innovations has been the development...more

Cimplifi

Review is Dead! Long Live Review!

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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

EDRM - Electronic Discovery Reference Model

Florida Takes a Measured Approach to Ethical Guardrails on Generative AI

Generative AI is rapidly transforming the landscape of legal and judicial practice, raising complex ethical questions that demand thoughtful regulation. Recognizing this, on August 29, 2024, the Florida Supreme Court took a...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

EDRM - Electronic Discovery Reference Model

The Workstream of eDiscovery: Considering Processes and Tasks

ComplexDiscovery’s Editor’s Note: The exponential growth in electronically stored information (ESI) has created immense eDiscovery challenges for organizations. Effective information governance and eDiscovery capabilities are...more

EDRM - Electronic Discovery Reference Model

Artificial General Intelligence, If Attained, Will Be the Greatest Invention of All Time

A computer capable of Artificial General Intelligence (AGI), if ever created, will be the greatest invention in history. It will be far more transformative than the printing press or the wheel. Unlike narrow AI, which excels...more

CloudNine

Highlights from Masters Conference New York 2024

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The Masters Conference for Legal Professionals in New York City hosted by Morgan Lewis LLP on July 24th was replete with insights on applying AI to eDiscovery, collecting and reviewing text and chat app data and information...more

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