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Expert Analysis

• Does Research Tool Safe Harbor Cover AI Drug Development?

  

  As artificial intelligence increasingly takes root in drug development, many questions may emerge regarding current gaps in courts' application of the research tool exception to the safe harbor defense against patent infringement, and whether that defense applies to AI-based tools, say attorneys at Arnold & Porter.

• Tips For Business Users After 2 Key AI Copyright Decisions

  

  Because two recent artificial intelligence copyright decisions from the Northern District of California — Bartz v. Anthropic and Kadrey v. Meta — came out mostly in favor of the developers using the plaintiffs' works to train large language models, business users should proceed with care, says Chris Wlach at Acxiom.

• Series

  Law School's Missed Lessons: Navigating Client Trauma

  

  Law schools don't train students to handle repeated exposure to clients' traumatic experiences, but for litigators practicing in areas like civil rights and personal injury, success depends on the ability to view cases clinically and to recognize when you may need to seek help, says Katie Bennett at Robins Kaplan.

• Copyright Takeaways From 2 Calif. GenAI Rulings

  

  Two California federal court decisions suggest that the fair use defense may protect generative artificial intelligence output, but given the ongoing war between copyright holders and AI platforms, developers should still consider taking steps to reduce legal risk, says Lincoln Essig at Knobbe Martens.

• Opinion

  Juries Are Key In Protecting The Rule Of Law

  

  Absent from the recent discourse about U.S. rule of law is the crucial role of impartial jurors in protecting the equitable administration of justice, and attorneys and judges should take affirmative steps to reverse the yearslong decline of jury trials at this critical moment, says consultant Clint Townson.

• Opinion

  4 Former Justices Would Likely Frown On Litigation Funding

  

  As courts increasingly confront cases involving hidden litigation finance contracts, the jurisprudence of four former U.S. Supreme Court justices establishes a constitutional framework that risks erosion by undisclosed financial interests, says Roland Eisenhuth at the American Property Casualty Insurance Association.

• Brand Protection Takeaways From OpenAI Trademark Case

  

  The ongoing battle between IYO and OpenAI offers critical lessons on diligent trademark enforcement and proactive risk management for startups and established players alike navigating branding in the rapidly evolving artificial intelligence sector, say attorneys at Dykema.

• How Attys Can Use AI To Surface Narratives In E-Discovery

  

  E-discovery has reached a turning point where document review is no longer just about procedural tasks like identifying relevance and redacting privilege — rather, generative artificial intelligence tools now allow attorneys to draw connections, extract meaning and tell a coherent story, says Rose Jones at Hilgers Graben.

• IP Due Diligence Tips For AI Assets In M&A Transactions

  

  Artificial intelligence systems' integration into business operations creates new considerations for intellectual property due diligence in mergers and acquisitions and financing transactions, and implementing a practical approach to identifying AI assets can help avoid litigation and losses, say Armin Ghiam and Senna Hahn at Hunton.

• How To Strengthen A Case By Mastering Expert Witness Prep

  

  A well-prepared expert witness can bolster a case's credibility with persuasive qualifications, compelling voir dire responses and concise testimony that can withstand cross-examination, says Allison Rocker at Baker McKenzie.

• A Look At Florida's New Protected Series LLC Legislation

  

  A new law in Florida enhances the flexibility of using limited liability companies as the entities of choice for most privately held businesses, moving Florida into a small group of states with reliable uniform protected series legislation for series LLCs, says Louis Conti at Holland & Knight.

• Opinion

  New USPTO Leadership Must Address Low-Quality Patents

  

  With John Squires in line to become the new director of the U.S. Patent and Trademark Office, the agency has an opportunity to refocus its mission on prioritizing quality in patent examination and taking a harsher stance against low-quality patents and patent trolls, says Jill Crosby at Engine Advocacy & Foundation.

• Opinion

  High Court Must Overrule Outdated Patent Eligibility Doctrine

  

  A certiorari petition should directly ask the U.S. Supreme Court to correct its 1972 patent decision in Gottschalk v. Benson, the critical point where patent eligibility law veered from the statutory text toward judicial policymaking, says Robert Greenspoon at Dunlap Bennett.

• Series

  Playing The Violin Makes Me A Better Lawyer

  

  Playing violin in a string quartet reminds me that flexibility, ambition, strong listening skills, thoughtful leadership and intentional collaboration are all keys to a successful legal practice, says Julie Park at MoFo.

• DOJ Enforcement Trends To Watch In 2nd Half Of 2025

  

  Recent investigations, settlements and a declination to prosecute suggest that controlling the flow of goods into and out of the country, and redressing what the administration sees as reverse discrimination, are likely to be at the forefront of the U.S. Department of Justice's enforcement agenda the rest of this year, say attorneys at Baker Botts.