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Expert Analysis

• Patenting AI And Machine Learning In The Wake Of Recentive

  

  Though the Federal Circuit's recent decision in Recentive Analytics v. Fox Corp. initially appears to doom patents related to artificial intelligence and machine learning, a closer look shows that strategies for successfully drafting and prosecuting such patents offer hope despite increased pushback from the U.S. Patent and Trademark Office, say attorneys at Banner Witcoff.

• Trade Secrets Would Likely See Court Protection From GenAI

  

  The advent of generative artificial intelligence has given rise to debate about how this technology will affect intellectual property rights and trade secret protections in particular, but courts to date have protected owners when technological advances have facilitated new means for trade secret theft, say attorneys at Kilpatrick Townsend.

• 5 Tribunals' Rules To Help Patent Litigators Avoid AI Disasters

  

  Tech-savvy patent litigators are uniquely poised to stay current on the latest developments in artificial intelligence, such that courts may have even higher expectations for their compliance with AI rules, including the standing orders of several patent-heavy fora, say attorneys at Finnegan.

• Unpacking Copyright Office's AI Report Amid Admin Shakeups

  

  Though recent firings have thrown the U.S. Copyright Office into turmoil, the latest entry in its report on artificial intelligence can serve as a road map for litigants, persuasive authority for courts and input on the legislative process, say attorneys at Epstein Becker.

• Bid Protest Spotlight: Size, Supply Schedules, SINs

  

  In this month's bid protest roundup, Alissandra McCann at MoFo examines three recent decisions, two of which offer helpful reminders for U.S. General Services Administration schedule holders drafting blanket purchase agreement proposals, and one for small-business joint ventures to avoid running afoul of the U.S. Small Business Administration's two-year rule.

• $38M Law Firm Settlement Highlights 'Unworthy Client' Perils

  

  A recent settlement of claims against law firm Eckert Seamans for allegedly abetting a Ponzi scheme underscores the continuing threat of clients who seek to exploit their lawyers in perpetrating fraud, and the critical importance of preemptive measures to avoid these clients, say attorneys at Lockton Companies.

• Maintaining Legal Compliance For GenAI In Life Sciences

  

  As companies continue to implement generative artificial intelligence to enhance all phases of drug discovery, they must remain mindful of legal, regulatory and practical considerations as best practices in this space emerge and evolve, say attorneys at Sullivan & Cromwell.

• Trending At The PTAB: The Influence Of Litigation Arguments

  

  Recent decisions from the Patent Trial and Appeal Board shed light on the varying extent to which the board considers patent owners' district court arguments, particularly with respect to the meaning of claim terms, say attorneys at Finnegan.

• Series

  Teaching Business Law Makes Me A Better Lawyer

  

  Teaching business law to college students has rekindled my sense of purpose as a lawyer — I am more mindful of the importance of the rule of law and the benefits of our common law system, which helps me maintain a clearer perspective on work, says David Feldman at Feldman Legal Advisors.

• Series

  Law School's Missed Lessons: Mastering Discovery

  

  The discovery process and the rules that govern it are often absent from law school curricula, but developing a solid grasp of the particulars can give any new attorney a leg up in their practice, says Jordan Davies at Knowles Gallant.

• Patent Takeaways In Fed. Circ.'s 1st Machine Learning Ruling

  

  The Federal Circuit’s recent decision in Recentive Analytics v. Fox, a case of first impression affirming the invalidity of patents that applied general machine learning methods to conventional tasks, serves as a cautionary guide for patent practitioners navigating the complexities of machine learning inventions, say attorneys at Foley & Lardner.

• Opinion

  UK Court Of Appeal's FRAND Ruling Is Troubling

  

  The U.K. Court of Appeal's recent decision in Optis v. Apple disregards a lower court's extensive factual findings and contradicts its own precedent regarding fair, reasonable and nondiscriminatory terms for cellular patents, says Enrico Bonadio at the University of London.

• Opinion

  Int'l Athletes' Wages Should Be On-Campus Employment

  

  The U.S. Department of Homeland Security should recognize participation in college athletics by international student-athletes as on-campus employment to prevent the potentially disastrous ripple effects on teams, schools and their surrounding communities, says Catherine Haight at Haight Law Group.

• Series

  Playing Guitar Makes Me A Better Lawyer

  

  Being a lawyer not only requires logic and hard work, but also belief, emotion, situational awareness and lots of natural energy — playing guitar enhances all of these qualities, increasing my capacity to do my best work, says Kosta Stojilkovic at Wilkinson Stekloff.

• Adapting To PTAB's Reembracing Of Discretionary Denials

  

  Recent guidance from the U.S. Patent and Trademark Office marks a swing back toward procedural discretion in Patent Trial and Appeal Board trial institution decisions, bringing unpredictability but also opportunities for drafting petitions, and making and responding to discretionary denial arguments, says Taylor Stemler at Merchant & Gould.