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Machine Learning Litigation Strategies

Reveal

GAI in Practice: The Truth About GAI Prompting For Legal

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The secret to getting Generative Artificial Intelligence to work for you! Let’s clear the air: if you think “prompt engineering” is some sci-fi skill set reserved for hoodie-clad coders, think again. If you’ve ever...more

U.S. Legal Support

The Impact of Venue Evaluation on Trial Outcomes

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While a case must be filed in the court system that has the authority to adjudicate it, the specific venue is often a more flexible choice. To that end, selecting the right venue can be a key part of case strategy....more

Reveal

GAI in Practice: The Truth About Generative AI For Legal

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Everything you NEED to know about Generative Artificial Intelligence but were too afraid to ask! Let’s be honest—Generative AI has everyone in legal talking, eye-rolling, or quietly Googling terms like “LLM” in a panic....more

Esquire Deposition Solutions, LLC

Predictive Analytics Promises a Data-Driven Crystal Ball for Litigators

If Bill Gates walked into a bar in the poorest part of town, the average patron there would be a billionaire. Statistically speaking, that is. And while this data-driven observation is meaningless, it serves as a helpful...more

EDRM - Electronic Discovery Reference Model

AI Can Improve Great Lawyers—But It Can’t Replace Them

The rise of legal AI has sparked a familiar fear: that our hard-won expertise might be absorbed into machines. That lawyers will be off-loaded—our reasoning encoded, commodified, and reduced to prompts. That we’ll be...more

Constangy, Brooks, Smith & Prophete, LLP

AI job interviews: What we have to "look forward" to

Don't quit your current job! Bloomberg Law had a good article yesterday by Jo Constantz about AI-conducted job interviews. (Paid subscription may be required to access.) According to the article, many companies are now...more

Esquire Deposition Solutions, LLC

Technology-Assisted Review Was Litigation’s First Encounter With AI

While the use of artificial intelligence for drafting legal pleadings is a relatively new phenomenon, the deployment of artificial intelligence in pretrial discovery of electronically stored information is not. In fact, the...more

Esquire Deposition Solutions, LLC

The Promise and Perils of Using AI for Legal Research

By now most litigators know that generative artificial intelligence is a two-edged sword. While the ethical duty of technology competence arguably requires litigators to consider using artificial intelligence technologies for...more

Offit Kurman

AI Ain’t Atticus: Why Machine Learning Can’t Master Legal Reasoning (Yet)

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An increasing number of litigators are relying on artificial intelligence to streamline their workflows and generate legal products, from research and memos to predictive insights. While the efficiency and capabilities of...more

Best Era

What Will Lawyers Do in the Future?

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Disruption is not on the horizon. It is already here. From generative AI and automation to shifting client expectations and the commodification of legal knowledge, the legal industry is undergoing rapid transformation. This...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

Court Holds That an ESI Protocol Must be Specific in GenAI Copyright Class Action

In Andersen v. Stability AI Ltd., 2025 WL 870358 (N.D. Cal. Mar. 19, 2025), the court resolved a dispute over an ESI Protocol. The starting point was a Standing Order that, absent good cause, parties “shall use” one of the...more

EDRM - Electronic Discovery Reference Model

The Final Challenge: How GenAI Crafted BP’s “Impossible” Closing Argument

Over the past few months, we’ve been exploring how generative AI can transform trial preparation by analyzing complex litigation materials and producing sophisticated closing arguments. Our series began with an exploration of...more

Integreon

The e-Cla(i)res – An interview with Phoebe Gebre, Chair of the Integreon Lit Technology Committee

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The E-Cla[i]res recently sat down with Phoebe Gebre Integreon VP – Litigation Services, and Chair of the Litigation Technology Committee....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

Foley & Lardner LLP

Leveraging Artificial Intelligence to Reach Favorable Settlement Outcomes

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“We’ve been sued” — words few want to hear. Being served with an unexpected lawsuit can throw your entire organization into disarray. Even expected litigation can leave you scrambling to figure out next steps. Yet, these days...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

Association of Certified E-Discovery...

Navigating AI in the Judiciary: What E-Discovery Professionals Need to Know

Artificial intelligence is transforming how legal professionals work—and now, it’s shaping how judges approach their role in the courtroom. With the release of Navigating AI in the Judiciary: New Guidelines for Judges and...more

EDRM - Electronic Discovery Reference Model

Creating a Compelling Argument in the BP Trial: Government Plaintiffs’ Closing

Our exploration of generative AI in trial preparation has demonstrated how Large Language Models can analyze complex materials to generate sophisticated closing arguments. We began by showing how to overcome traditional LLM...more

Cimplifi

Chess, Not Checkers: Strategic Planning and Early Case Assessment in Complex Litigation

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In order to effectively manage complex litigation, you need to know what success looks like. There are different measures of success beyond the outcome of the litigation and it’s important to identify those success factors...more

EDRM - Electronic Discovery Reference Model

Creating a Compelling Argument in the BP Trial: Halliburton’s Closing

In our recent articles exploring how generative AI can transform trial preparation, we demonstrated how Large Language Models (LLMs) could analyze complex trial materials to generate sophisticated closing arguments. Our first...more

HaystackID

[Webcast Transcript] Protect Sensitive Data and Control Costs: An eDiscovery Blueprint for the Construction Industry

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Editor’s Note: The recent HaystackID® webcast, “Protect Sensitive Data and Control Costs: An eDiscovery Blueprint for the Construction Industry,” explored the challenges of managing vast and complex construction data while...more

Array

This Week in eDiscovery: Relativity Sets Server Deadline | Documents Lost in Translation?

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Every week, the Array team reviews the latest news and analysis about the evolving field of eDiscovery to bring you the topics and trends you need to know. This week’s post covers the period of January 26-February 1. Here’s...more

Association of Certified E-Discovery...

The Shifting E-Discovery Landscape: From Artificial Intelligence to Antitrust

The rapid evolution of e-discovery presents both opportunities and challenges for e-discovery teams. Almost half (49%) of the participants in the 2024 E-Discovery Unfiltered report expected the number of litigation matters to...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

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