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e-Discovery Professionals Machine Learning Algorithms

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!

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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

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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

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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

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

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

The Human Edge: How AI Can Assist But Never Replace

The rise of artificial intelligence has evoked both awe and apprehension. AI’s capabilities are undeniably astonishing. It can converse and respond to us like a human, answer questions—often with impressive accuracy—write...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

Quantum Leap: Google Claims Its New Quantum Computer Provides Evidence That We Live in a Multiverse

In the history of technological revolutions, there are moments that challenge not only our understanding of what is possible but the very nature of reality itself. Google’s latest refinement to its quantum computer, Willow,...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

HaystackID

AI Healthcare Controversy Highlights Critical eDiscovery Challenges

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A landmark healthcare AI controversy has emerged as a watershed moment for eDiscovery professionals, revealing unprecedented challenges in investigating AI-driven decision-making systems within legal proceedings. The case,...more

Cimplifi

How Bias Can Influence AI

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One of the biggest barriers to using AI successfully is bias, which is one of the terms we defined last time, as follows: Bias, in a general context, refers to a predisposition or inclination towards a particular viewpoint,...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

EDRM - Electronic Discovery Reference Model

Dario Amodei’s Essay on AI, ‘Machines of Loving Grace,’ Is Like a Breath of Fresh Air

While almost everyone is panicking about a potential robot apocalypse, Dario Amodei, the CEO and co-founder of Anthropic (“Claude”), is explaining how AI might compress 100 years of medical progress into a decade, cure mental...more

EDRM - Electronic Discovery Reference Model

Can AI Replace Human Mediators? Groundbreaking Study Reveals Surprising Results

Artificial Intelligence is no longer just a tool for automating mundane tasks—it’s now stepping into arenas traditionally dominated by human judgment and empathy. One of the most intriguing applications of AI is in dispute...more

EDRM - Electronic Discovery Reference Model

The Future of AI Is Here—But Are You Ready? Learn the OECD’s Blueprint for Ethical AI

The future of Artificial Intelligence isn’t just on the horizon—it’s already transforming industries and reshaping how businesses operate. But with this rapid evolution comes new challenges. Ethical concerns, privacy risks,...more

Cimplifi

The “Nuts and Bolts” of Artificial Intelligence for Legal Professionals

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Artificial intelligence (AI) has been a hot topic for years, but with the explosion in popularity of generative AI solutions like ChatGPT, everyone is talking about it. However, there are a lot of misconceptions about AI in...more

EDRM - Electronic Discovery Reference Model

Loneliness Pandemic: Can Empathic AI Friendship Chatbots Be the Cure?

Harvard and Wharton Study Answers Questions of Whether AI Friendship Chatbots Reduce Loneliness Better Than…? Watching television? … Yes! Chatting with AI is a better antidote to loneliness than watching YouTube videos....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

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