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Legal Technology Machine Learning Algorithms

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

EDRM - Electronic Discovery Reference Model

Zero to One: A Visual Guide to Understanding the Top 22 Dangers of AI

When zero becomes one, possibility leaps out of the void, as Peter Thiel champions in his book, Zero to One. But what happens when the entrepreneur is foolish and pushes his scientists to open a Pandora’s box? What happens...more

EDRM - Electronic Discovery Reference Model

Enhancing Discovery with Alchemy Textract: How AI-Powered OCR Captures Handwritten Notes and Poorly Scanned Documents

In today’s legal landscape, investigations and discovery often involve processing thousands of complex documents. Traditional Optical Character Recognition (OCR) technology struggles with the varied document types legal...more

Best Era

What Will Lawyers Do in the Future?

Best Era on

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

Integreon

Understanding Generative AI in Contract Lifecycle Management

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Generative AI is just beginning to fully integrate across the contracting lifecycle, from pre- to post-execution. Many of today’s providers specialize in niche processes only. Here are five examples of where generative AI is...more

Pagefreezer

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

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

Reveal

The Surprising AI Edge Lawyers Already Have (Hint: It’s Not Coding)

Reveal on

Suits, Syntax, and Superpowers: Why Law Pros Are Built for the AI Age - When people talk about who’s best equipped to ride the wild wave of Artificial Intelligence and Generative AI, they usually shout out coders, data...more

Stoel Rives LLP

Bricks And Bots: AI Technologies’ Growing Impact On Construction

Stoel Rives LLP on

Seemingly everywhere you look, there are stories about how the increased adoption and use of artificial intelligence (AI) technologies is changing the way industries operate. The construction industry is no exception, and...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

Epiq

LLMs to Agentic AI — Tackling Trust and Explainability | Epiq

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Legalweek 2025 Session Recap - What does it mean to trust AI? According to AI expert Ron Brachman, “it’s when technology demonstrates consistent behavior over time.”  Trust is a cornerstone of any successful AI deployment....more

BCLP

AI in International Arbitration: CIARB Guideline on the Use of AI in Arbitration (2025)

BCLP on

Ask a trained lawyer what an “LLM” is, and what first will come to mind may be a “Master of Laws”; ask a tech-savvy teenager what an “LLM” is, and they most probably will answer “large language model”. The former may not be a...more

Baker Botts L.L.P.

AI Legal Watch - Three AI Trends to Watch For in 2025

Baker Botts L.L.P. on

In 2025, the current transition toward advanced reasoning models will likely accelerate. For example, many AI companies are currently developing and releasing chain-of-thought models, which break down tasks into logical steps...more

Nextpoint, Inc.

Key Discovery Points: AI Says AI Will Replace Paralegals… But Not So Fast!

Nextpoint, Inc. on

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

Epiq on

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

CloudNine

Key Takeaways from The Masters Conference in Dallas…Here’s a Hint…It’s about AI!

CloudNine on

I had the pleasure of attending The Masters Conference in Dallas, and the discussions were nothing short of insightful. If you’re in the legal field and haven’t attended one of these conferences yet, I highly recommend...more

U.S. Legal Support

The Evolution of AI in Litigation

U.S. Legal Support on

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

Womble Bond Dickinson

Thomson Reuters Emerges Victorious in AI Copyright Battle

Womble Bond Dickinson on

Technology often outpaces the law, but a new copyright infringement decision in the U.S. District Court for the District of Delaware shows that the courts are starting to catch up in regulating artificial intelligence (AI),...more

Quarles & Brady LLP

Competitive AI Use May Raise IP Issues

Quarles & Brady LLP on

As more and more companies employ artificial intelligence (“AI”) in their business activities, novel legal questions continue to arise. Of particular note is the application of existing principles of intellectual property...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

Bradley Arant Boult Cummings LLP

Fair Use Falls Short: Judge Bibas Rejects AI Training Data Defense in Thomson Reuters v. ROSS

Fair use — a critical defense in copyright law that allows limited use of copyrighted material without permission — has emerged as a key battleground in the wave of artificial intelligence (AI) copyright litigation. In a...more

Lowenstein Sandler LLP

Federal Court Rules Against ‘Fair Use’ Defense for AI Training

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On Tuesday, February 11, the U.S. District Court for the District of Delaware held in Thomson Reuters Enterprise Centre GmbH et al. v. ROSS Intelligence Inc. that the defendant’s unauthorized use of the plaintiff’s...more

Sterne, Kessler, Goldstein & Fox P.L.L.C.

Fair-Use Whiplash: Thomson Reuters v. Ross Intelligence Revisits Fair Use for Artificial Intelligence

On Tuesday, February 11, a Delaware district court issued much-awaited summary-judgment decisions in Thomson Reuters Enterprise Centre GmbH et al v. ROSS Intelligence Inc., No. 1:20-cv-613, potentially shaping how future...more

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