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Machine Learning Software Legal Technology

Integreon

Implementing GenAI for Contract Lifecycle Management: Technology Selection Criteria

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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

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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

Integreon

How Generative AI Turbocharges Contract Lifecycle Management (CLM) Technology

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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

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

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

EDRM - Electronic Discovery Reference Model

New Battle of the Bots: ChatGPT 4.5 Challenges Reigning Champ ChatGPT 4o

Two AI heavyweights step into the ring: ChatGPT 4o, the reigning champion of fluency and speed, and the new challenger, ChatGPT 4.5, boasting an upgraded intellect and sharper wit. But which one is truly the best? To find...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

U.S. Legal Support

How to Choose the Right Trial Technology Partner

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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

Wolf, Greenfield & Sacks, P.C.

Fair Use in AI Copyright Litigation: A Surprising Turn in Thomson Reuters v. Ross

From the pages of The New York Times to the…general counsel’s office of The New York Times, AI copyright litigation is all the rage. Possible questions include the philosophical—e.g. “Could an AI agent hold a copyright?”—but...more

Husch Blackwell LLP

Delaware Court Grants Summary Judgment to Plaintiff in Machine Learning / AI Copyright Case

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Albert Einstein is credited with saying “the measure of intelligence is the ability to change.” In September 2023, Judge Stephanos Bibas—sitting by designation in the District of Delaware—denied plaintiff Thomson Reuters’...more

Lowenstein Sandler LLP

Federal Court Rules Against ‘Fair Use’ Defense for AI Training

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On Tuesday, February 11, the U.S. District Court for the District of Delaware held in Thomson Reuters Enterprise Centre GmbH et al. v. ROSS Intelligence Inc. that the defendant’s unauthorized use of the plaintiff’s...more

Sheppard Mullin Richter & Hampton LLP

Court Definitively Rejects Fair Use Defense in AI Training Case

In one of the most closely-watched copyright cases this year, a Delaware court rejected defendant, ROSS Intelligence’s (“ROSS”), fair use and other defenses by vacating its previous stance and granting summary judgement in...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

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

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

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

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

Epiq

The Top Five Questions Legal Should Ask IT During Copilot for Microsoft 365 Adoption

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It’s no longer hype. Organizations are broadly looking to adopt Gen AI to drive productivity across their workforce.   There’s also end-user demand to satisfy. People use Gen AI in their personal lives and want to use it...more

EDRM - Electronic Discovery Reference Model

Bill Gates on the Next ‘Big Frontier’ of Generative AI: Programming Metacognition Strategies into ChatGPT

Bill Gates has insider knowledge on the future of generative AI. He predicts there will be ‘two more turns of the crank’ on scaling, with the next ‘big frontier‘ being ‘metacognition.’ Gates describes ChatGPT’s metacognitive...more

EDRM - Electronic Discovery Reference Model

Worrying About Sycophantism: Why I Again Tweaked the Custom GPT ‘Panel of AI Experts for Lawyers’ to Add More Barriers Against...

I continue to be troubled about AI Sycophantism. What is that? The tendency of generative AI to agree with the user, to respond in a way that is aligned with the user’s biases, errors and hallucinations. In other words, the...more

EDRM - Electronic Discovery Reference Model

Evidence that AI Expert Panels Could Soon Replace Human Panelists, or is this just an Art Deco Hallucination? – Part One of Two

Say goodbye to the traditional panel of experts, the ones routinely featured at educational events and conferences worldwide. Say hello to new panels of AI experts: panels in your pocket that you can call upon anytime,...more

Law School Toolbox

Law School Toolbox Podcast Episode 430: The Paxton AI Founders Talk About Their AI Legal Assistant

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Welcome back to the Law School Toolbox podcast! Today we're excited to be talking with Mike Ulin and Tanguy Chau -- creators of Paxton AI -- about the AI legal assistant they've developed. In this episode we discuss: >Our...more

Firesign | Enlightened Legal Marketing

Another Argument for Lawyer Rankings: Search Results and the AI Meritocracy

Love them or hate them, we know that lawyer rankings are used by your human prospects to scout legal talent; according to Greentarget, 62 percent of C-suite members and 52 percent of in-house counsel report them as...more

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