Expert Analysis

• The Future Of Gen AI Training Amid Reddit Data Scraping Suit

  

  Reddit's lawsuit against Perplexity AI is not framed as a classic copyright infringement fight, demonstrating that even when companies avoid fair use claims, the path by which training data is obtained is legally consequential, say attorneys at Troutman Pepper.

• 4chan's US Lawsuit May Affect UK Online Safety Law Reach

  

  4chan and Kiwi Farms’ pending case against the Office of Communications in a D.C. federal court, arguing that their constitutional rights have been violated, could have far-reaching implications for the extraterritorial enforcement of the U.K. Online Safety Act and other laws if successful, say lawyers at Taylor Wessing.

• Litigation Funding Could Create Ethics Issues For Attorneys

  

  A litigation investor’s recent complaint claiming a New York mass torts lawyer effectively ran a Ponzi scheme illustrates how litigation funding arrangements can subject attorneys to legal ethics dilemmas and potential liability, so engagement letters must have very clear terms, says Matthew Feinberg at Goldberg Segalla.

• UK Tribunal's Clearview Decision Expands GDPR Application

  

  The Upper Tribunal’s recent decision in Information Commissioner v. Clearview AI is an important ruling on the extraterritorial reach of the European Union and U.K. General Data Protection Regulations, broadening behavioral monitoring to include not only activity by the company, but also its client, says Edward Machin at Ropes & Gray.

• E-Discovery Quarterly: Recent Rulings On Dynamic Databases

  

  Several recent federal court decisions illustrate how parties continue to grapple with the discovery of data in dynamic databases, so counsel involved in these disputes must consider how structured data should be produced consistent with the requirements of the Federal Rules of Civil Procedure, say attorneys at Sidley.

• Where Crypto Mixing Enforcement Is Headed From Here

  

  Recent developments involving crypto mixers, particularly the Tornado Cash verdict, demonstrate that the Justice Department's shift away from regulation by prosecution does not mean total immunity, rather reflecting an approach that prioritizes both innovation and accountability, says David Tarras at Tarras Defense.

• Prison Body Cams Raise Health Privacy Compliance Issues

  

  The increasing use of prison staff body cameras to enhance transparency and safety presents correctional healthcare partners with new risk management questions where they must carefully reconcile the benefits of surveillance with the imperative to protect patient privacy, say attorneys at Gordon Rees.

• What Narrower FinCEN Reporting Spells For Industry

  

  As compliance costs soar, the potential slimming down of the Financial Crimes Enforcement Network's anti-money laundering and countering the financing of terrorism regime is welcome news for banks, and would allow a shift in resources to ever-evolving cybercrime threats, say attorneys at Quarles & Brady.

• Legal Guardrails For AI Tools In The Hiring Process

  

  Although artificial intelligence can help close the gaps that bad actors exploit in modern recruiting, its precision also makes it subject to tighter scrutiny, meaning new regulatory regimes should be top of mind for U.S.-centric employers exploring fraud-focused AI-enabled tools, say attorneys at Ogletree.

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  Building With Lego Makes Me A Better Lawyer

  

  Building with Lego has taught me to follow directions and adapt to unexpected challenges, and in pairing discipline with imagination, allows me to stay grounded while finding new ways to make complex deals come together, says Paul Levin at Venable.

• SEC Focused On Fraud As Actions Markedly Declined In 2025

  

  The U.S. Securities and Exchange Commission's enforcement activity in its fiscal year 2025 was its lowest in 10 years, reflecting not only a significant decline in the commission's workforce, but also Chairman Paul Atkins' stated focus on fraud and individual wrongdoing and a new approach to crypto regulation, say attorneys at Covington.

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  Law School's Missed Lessons: Networking 101

  

  Cultivating a network isn't part of the law school curriculum, but learning the soft skills needed to do so may be the key to establishing a solid professional reputation, nurturing client relationships and building business, says Sharon Crane at Practising Law Institute.

• Defeating Estoppel-Based Claims In Legal Malpractice Actions

  

  State supreme court cases from recent years have addressed whether positions taken by attorneys in an underlying lawsuit can be used against them in a subsequent legal malpractice action, providing a foundation to defeat ex-clients’ estoppel claims, says Christopher Blazejewski at Sherin and Lodgen.

• How Cos. Can Prep For Tightened Calif. Data Breach Notices

  

  Amid California's recent enactment of S.B. 446, which significantly amends the state's data breach notification laws, companies should review and update their incident response plans by establishing processes to document and support any delayed notification, and ensure the notifications' accuracy, say Mark Krotoski and Alexandria Marx at Pillsbury.

• AI's Role In Google Antitrust Suit May Reshape Tech Markets

  

  The evolution of AI in retail has reshaped the U.S.' antitrust case against Google, which could both benefit small business innovators and consumers, and fundamentally alter future antitrust cases, including the Federal Trade Commission's lawsuit against Amazon, says Graham Dufault at ACT.