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Software Technology-Assisted Review Machine Learning

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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

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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

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

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

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

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AI vs. The Eye: 5 Common Questions About Technology-Assisted Review

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Advances in artificial intelligence, including predictive coding and continuous machine learning, are creating opportunities to make eDiscovery more efficient and more effective. Yet, according to eDiscovery Today’s 2022...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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