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You Can’t Just Say “AI” Anymore: The New Rules for Patenting Machine Learning Inventions

Brett Trout

Brett Trout If your AI patent application stops at “we used machine learning to solve X,” you’re already losing. Fox , the Federal Circuit made one thing plain: using machine learning to do something in a new environment isn’t enough to warrant a patent. The Federal Circuit’s recent Recentive v.

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Data Literacy: A Critical Skill for Legal Professionals

Colin S. Levy

GCs and their teams should begin by gathering and analyzing historical litigation data, not as a one-time exercise but as an ongoing practice. Start by setting up a quarterly review of all litigation data to spot trends—this might reveal patterns like a surge in employment-related lawsuits or shifts in IP case outcomes.

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Conflict Checking in 2025: How Legal Teams Avoid Ethical Disasters

MatterSuite

This is why leading legal counsel now conducts conflict checks through integrated platforms that track: All outside counsel relationships Subsidiary connections Lateral hire histories Importance of Conflict Checks: In law firms, conflict checks are critical to upholding professional responsibility and ethical integrity.

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Top 7 Legal Contract Review Software Tools of 2025

Percipient

Whether youre handling legal work, managing contracts for a business, or juggling agreements for a growing team, going through every clause, checking for risks, and making sure nothing gets missed takes serious time. Contracts take time to review, and even a small mistake can lead to big problems. That takes hours. No pressure, right?

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A Guide for Law Firms: Optimizing Legal Outcomes with Advanced eDiscovery Techniques  

Lineal Services

Learn how to improve legal outcomes as you tackle the challenges of acquiring electronic evidence and understand the disruptive effects of AI and machine learning on eDiscovery. Predictive Coding: Based on a collection of training data, this approach uses machine learning algorithms to forecast the relevance of texts.

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Peter Geovanes

Colin S. Levy

Peter Geovanes is a results-driven data, analytics & AI/ML executive (JD/MBA) who provides a unique background that combines data science, artificial intelligence and machine learning capabilities along with business strategy, innovation, R&D, project management and management consulting skills.

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7 Best Legal AI Tools or Applications for In-House Legal Teams

MatterSuite

These tools leverage advanced technologies like artificial intelligence, machine learning, and automation to enhance productivity, reduce costs, and improve accuracy. They can automatically extract key clauses and suggest edits, significantly reducing the time and effort required for contract review and management.