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Machine Learning Discovery Software

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

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

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

Why the Release of China’s DeepSeek AI Software Triggered a Stock Market Panic and Trillion Dollar Loss

DeepSeek, a startup AI company owned by a Chinese hedge fund, which is in turn owned by a young AI whiz-kid, Liang Wenfeng, claims that its newly released V-3 software-R1 was trained inexpensively and without using NVIDIA’s...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

Cimplifi

How Bias Can Influence AI

Cimplifi on

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

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

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

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

Epiq on

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

The Rise of Techno-Journalists: Addressing Plagiarism, Patchwriting, and Excessive Aggregation in the Era of LLMs

[EDRM’s Editor’s Note: This article was first published here on July 16, 2024, and EDRM is grateful to Rob Robinson, editor and managing director of Trusted Partner ComplexDiscovery, for permission to republish.] Complex...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

EDRM - Electronic Discovery Reference Model

Jensen Huang’s Life and Company – NVIDIA: Building Supercomputers Today for Tomorrow’s AI, His Prediction of AGI by 2028 and His...

This is Part Three of the Plato and Young Icarus series. Part One set out the debate in neoclassical terms between the elders would slow down AI and the young who would speed it up. Part Two shared the story of the visionary...more

EDRM - Electronic Discovery Reference Model

The Next Five Years in eDiscovery: Market Size Forecast for 2023-2028

ComplexDiscovery Editor’s Note: Within this report lies a nuanced forecast of the eDiscovery market, suggesting its course from 2023 to 2028. While the detailed analysis meticulously outlines the growth in aggregate and...more

Lasher Holzapfel Sperry & Ebberson PLLC

Your AI Can Testify Against You: The AI Revolution Comes to the Court of Law

On February 2, 2023, Microsoft released a brand-new suite of features for its popular Microsoft Teams platform under the moniker “Microsoft Teams Premium.” One of the standout features of this premium service is “Intelligent...more

EDRM - Electronic Discovery Reference Model

4 Ways to Promote Using TAR in More Cases

In my last post on the EDRM blog, I discussed 3 reasons why people avoid using Technology Assisted Review (TAR)/predictive coding (and related technologies) in their cases. So, what can we do to change that? Here are 4 ways...more

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