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.

• Big Tech M&A Risk Under Trump May Resemble Biden Era

  

  Merger review under the Trump administration may not differ substantially from merger review under the Biden administration, particularly in the Big Tech arena, in which case dealmakers and investors should shift the antitrust discount on M&A deals upward, says Jonathan Barnett at the University of Southern California Gould School of Law.

• 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.

• How Mass Arbitration Defense Strategies Have Fared In Court

  

  As businesses face consumers who leverage arbitration agreements to compel mass arbitration, companies are trying defense strategies like batching arbitration cases to reduce costs, and escaping specific mass arbitrations without rejecting the process completely, with varying results in the courtroom, say attorneys at Montgomery McCracken.

• FTC Focus: Interlocking Directorate Enforcement May Persist

  

  Though the Federal Trade Commission under Chair Andrew Ferguson seems likely to adopt a pro-business approach to antitrust enforcement, his endorsement of broader liability for officers or directors who illegally sit on boards of competing corporations signals that businesses should not expect board-level antitrust scrutiny to slacken, says Timothy Burroughs at Proskauer.

• 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.

• 4th Circ. Latest To Curb Short-Seller Usage In Securities Suits

  

  The Fourth Circuit's recent decision in Defeo v. IonQ will serve as a powerful and persuasive new precedent for corporate defendants as courts continue curtailing securities class action plaintiffs' use of short-seller reports to plead federal securities law claims, say attorneys at Alston & Bird.

• $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.

• Only Certainty About FAR Reform Order Is Its Uncertainty

  

  The president’s recent order overhauling the Federal Acquisition Regulation, which both contractors and agencies rely on to ensure predictability and consistency in federal procurement, lacks key details about its implementation, which will likely eliminate many safeguards that ensure contractors are treated fairly and that procurements are awarded in a reasonable manner, say attorneys at Miles & Stockbridge.

• 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.

• Choosing A Road To Autonomous Vehicle Compliance

  

  As autonomous vehicle manufacturers navigate the complex U.S. regulatory landscape, they may opt for different approaches to following federal, state and local rules and laws, as they balance the tradeoffs between innovation, compliance and speed of deployment, say attorneys at Sidley.