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Algorithms Discovery Document Review

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

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

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

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

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

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

Association of Certified E-Discovery...

Same as It Ever Was: How Proven eDiscovery Approaches Help Leverage Generative AI

News flash: Nearly a quarter of legal industry professionals expect generative AI and large language model (LLM) technology to have a transformative effect for eDiscovery this year, according to the 2024 State of the Industry...more

Integreon

Gen AI is a Journey, Not a Sprint

Integreon on

In every technology innovation cycle, there is a natural tendency to think that the newest innovation is the silver bullet for long-standing problems, almost magically. When AWS and Azure began to have meaningful market...more

EDRM - Electronic Discovery Reference Model

Generative AI for Smart Discovery Professionals: An Introduction to Large Language Models – Second Edition

In November of 2022, ChatGPT upended our thinking about artificial intelligence with a new form of machine learning called Generative AI (GenAI). Since then, discussions about GenAI models like GPT have taken center stage in...more

EDRM - Electronic Discovery Reference Model

Omni Version Test of the Panel of AI Experts on a New Topic: “AI Mentors of New Attorneys” – Part Four

Ralph Losey’s custom GPT, Panel of AI Experts for Lawyers, was tested again to evaluate its effectiveness on ChatGPT4o Omni. This time an entirely new topic was selected for the AI panelists to discuss, AI Mentors for...more

EDRM - Electronic Discovery Reference Model

Experiment with a ChatGPT4 Panel of Experts and Insights into AI Hallucination – Part Two

In Part One of this article the AI panel of experts procedure was demonstrated and readers were shown how it can be used for education and brainstorming. Evidence that AI Expert Panels Could Soon Replace Human Panelists or is...more

Epiq

The Ultimate Data Discovery Showdown: Search Terms vs. Analytics

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What is the best discovery technique available? Is it the old reliable search terms or cutting-edge analytics that surface the most relevant data? Let’s look at the strengths and limitations of both methods in the current...more

EDRM - Electronic Discovery Reference Model

AI in the Courts: How Worried Should We Be?

Scholars and technologists see both benefits and dangers for AI in the courts. One thing they agree on: AI is here to stay. As we enter 2024, it’s tough not to think of 2023 as “the year of artificial intelligence.” After...more

Kilpatrick

ChatGPT and E-Discovery: Match Made in Heaven or Rocky Roads Ahead?

Kilpatrick on

Previously, I co-authored a two-part post on the advantages and disadvantages of using Technology Assisted Review (“TAR”) in E-Discovery document reviews. TAR helps attorneys during the review phase of E-Discovery by...more

EDRM - Electronic Discovery Reference Model

Professional Responsibility Considerations in AI for eDiscovery: Competence, Confidentiality, Privacy and Ownership

Use of artificial intelligence (“AI”) tools in eDiscovery creates new opportunities for attorneys. By extracting, analyzing, and applying information from large data sets, AI tools can provide new insights, systematize...more

Reveal

Predictive Coding in eDiscovery: How to Create an Efficient Predictive Coding Workflow

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Document review: two words that can evoke dread in any lawyer who spent time as a junior associate poring through countless pages of discovery materials. It’s easy to feel overwhelmed by the sheer number of documents that...more

Association of Certified E-Discovery...

Kangaroo Court: Reviewing Image Data

Image classification AI can find existing application in document review. Examples include identifying documents containing specific logo’s, separating our schematics or patent data, and identifying oil field maps and...more

Reveal

Technology-Assisted Review (TAR) | Everything In-House Counsel Need to Know [Guide]

Reveal on

Maybe you went into the law because you aren’t much of a tech person. You’re more of a big-picture thinker, hired as in-house counsel for your legal acumen, ability to strategize, and broad-based experience. You figure you...more

Association of Certified E-Discovery...

Kangaroo Court: Supervised Learning Algorithms for Litigation

What do you say if somebody asks you what the algorithm is doing with your data? How does it learn? What is it looking at and why? Defensible use of AI is important, whether during litigation or through some other application...more

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