Expert Analysis

• 5 Key Licensing Considerations For AI Innovations

  

  As businesses increasingly integrate artificial intelligence technology into their operations, they must prepare to address complex intellectual property challenges and questions surrounding licensing AI-based innovations, which require careful consideration of ownership, usage rights and regulatory compliance, says Lestin Kenton at Sterne Kessler.

• A Higher Bar For Expert Witnesses In Drug Patent Litigation

  

  With recent decisions emphasizing courts' growing insistence on robust methodologies in pharmaceutical patent disputes, litigators must be strategic in how they utilize expert testimony and adapt to venue-specific expectations, says Jeremy Scholem at WIT Legal.

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  Law School's Missed Lessons: Be An Indispensable Associate

  

  While law school teaches you to research, write and think critically, it often overlooks the professional skills you will need to make yourself an essential team player when transitioning from a summer to full-time associate, say attorneys at Stinson.

• Protecting Brand Identity In An AI-Driven Marketplace

  

  A lawsuit recently filed in New York federal court marks a critical moment in the intersection of artificial intelligence and trademark law, underscoring the importance of — and challenges surrounding — IP owners' ability to protect their brands as AI-generated content continues to grow, says Wendy Heilbut at Heilbut LLC.

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  Birding Makes Me A Better Lawyer

  

  Observing and documenting birds in their natural habitats fosters patience, sharpens observational skills and provides moments of pure wonder — qualities that foster personal growth and enrich my legal career, says Allison Raley at Arnall Golden.

• Justices May Clarify What IP Competitors In Litigation Can Say

  

  If the U.S. Supreme Court agrees to weigh in on Atturo Tire v. Toyo Tire, it may be able to provide guidance on the murky questions surrounding what companies enforcing their intellectual property against competitors are allowed to say in public, say attorneys at Ballard Spahr.

• How To Ensure Confidentiality When Using AI In Discovery

  

  In light of a recent case in the Southern District of New York involving the dissemination of AI-generated content containing confidential information, there are steps that law firms and lawyers should take to protect client and third-party data during litigation, say attorneys at Steptoe.

• An Update On IPR Issue Preclusion In District Court Litigation

  

  Two recent Federal Circuit rulings have resolved a district court split regarding issue preclusion based on Patent Trial and Appeal Board outcomes, potentially counseling petitioners in favor of challenging not only all the claims of an asserted patent, but also related patents that have not yet been raised in district court, say attorneys at Alston & Bird.

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  Adapting To Private Practice: From DOJ Leadership To BigLaw

  

  The move from government service to private practice can feel like changing one’s identity, but as someone who has left the U.S. Department of Justice twice, I’ve learned that a successful transition requires patience, effort and the realization that the rewards of practicing law don’t come from one particular position, says Richard Donoghue at Pillsbury.

• In-House Expert Testimony Is Tricky, But Worth Considering

  

  Litigation counsel often reject the notion of designating in-house personnel to provide expert opinion testimony at trial, but dismissing them outright can result in a significant missed opportunity, say David Ben-Meir at Ben-Meir Law and Martin Pitha at Lillis Pitha.

• Fed. Circ. Ruling Reaffirms Listing Elements Separately Is Key

  

  The Federal Circuit's decision last month in Regeneron v. Mylan reaffirms a critical principle in patent law: When a claim lists elements separately, the clear implication is that they are distinct elements, say attorneys at Taft.

• Tracking Changes To AI Evidence Under Federal Rules

  

  As the first quarter of 2025 draws to a close, important changes to the Federal Rules of Evidence regarding the use of artificial intelligence in the courtroom are on the horizon, including how to handle evidence that is a product of machine learning, say attorneys at Debevoise.

• Law Firm Executive Orders Create A Legal Ethics Minefield

  

  Recent executive orders targeting BigLaw firms create ethical dilemmas — and raise the specter of civil or criminal liability — for the government attorneys tasked with implementing them and for the law firms that choose to make agreements with the administration, say attorneys at Buchalter.

• Firms Must Embrace Alternative Billing Models Or Fall Behind

  

  As artificial intelligence tools eliminate inefficiencies and the Big Four accounting firms enter the legal market, law firms that pivot from the entrenched billable hour model to outcomes-based pricing will see a distinct competitive advantage, says attorney William Brewer.

• Key Issues To Watch As USPTO Changes Abound

  

  As 2025 continues to unfold, changes at the U.S. Patent and Trademark Office — including new leadership, operational reforms, legislative initiatives and AI-related policies — have potential to influence proceedings, including efforts to prosecute patents and adversarial proceedings before the Patent Trial and Appeal Board, say attorneys at Morgan Lewis.