Expert Analysis

• Legal Issues When Training AI On Previously Collected Data

  

  Following the Federal Trade Commission's recent guidance about the use of customer data to train artificial intelligence models, companies should carefully think through their terms of service and privacy policies and be cautious when changing them to permit new uses of previously collected data, says James Gatto at Sheppard Mullin.

• Document Retention Best Practices To Lower Litigation Risks

  

  As new technologies emerge and terabytes of data can be within the purview of a single discovery request, businesses small and large should take four document management steps to effectively minimize risks of litigation and discovery sanctions long before litigation ensues, says Kimbrilee Weber at Norris McLaughlin.

• Series

  Riding My Peloton Bike Makes Me A Better Lawyer

  

  Using the Peloton platform for cycling, running, rowing and more taught me that fostering a mind-body connection will not only benefit you physically and emotionally, but also inspire stamina, focus, discipline and empathy in your legal career, says Christopher Ward at Polsinelli.

• The Challenges SEC's Climate Disclosure Rule May Face

  

  Attorneys at Debevoise examine potential legal challenges to the U.S. Securities and Exchange Commission's new climate-related disclosure rule — against which nine suits have already been filed — including arguments under the Administrative Procedure Act, the major questions doctrine, the First Amendment and the nondelegation doctrine.

• Tips For Healthcare M&A Amid Heightened Antitrust Scrutiny

  

  As the Biden administration maintains its aggressive approach to antitrust merger enforcement, prudent healthcare M&A counsel will consider practical advice when contemplating their next transaction, including carefully selecting a merger partner and preparing for a potentially long waiting period prior to closing, say attorneys at Davis Wright.

• Class Actions At The Circuit Courts: March Lessons

  

  In this month's review of class action appeals, Mitchell Engel at Shook Hardy discusses four notable circuit court decisions on topics from consumer fraud to employment — and provides key takeaways for counsel on issues including coercive communications with putative class members and Article III standing at the class certification stage.

• Compliance Steps After ABA White Collar Crime Conference

  

  Senior law enforcement officials’ statements this month at the American Bar Association's white collar crime conference suggest government enforcement efforts this year will increasingly focus on whistleblower incentives, artificial intelligence and data protection, and companies will need to update their compliance programs accordingly, say attorneys at Baker McKenzie.

• 2 Issues For Venture-Backed Climate Tech Startups To Avoid

  

  As climate tech startups become more common, poor equity dilution management and stacked seed financing are two common pitfalls that apply more acutely to climate tech startups than to the broader venture-backed startup space, say attorneys at Goodwin.

• Spartan Arbitration Tactics Against Well-Funded Opponents

  

  Like the ancient Spartans who held off a numerically superior Persian army at the Battle of Thermopylae, trial attorneys and clients faced with arbitration against an opponent with a bigger war chest can take a strategic approach to create a pass to victory, say Kostas Katsiris and Benjamin Argyle at Venable.

• How Private Funds Can Navigate New FinCEN Reporting Rules

  

  In light of the Financial Crimes Enforcement Network's new regulations implementing beneficial ownership reporting requirements, private fund managers must assess whether certain obligations apply to entities within their structures and whether potential structural changes could simplify those obligations, say attorneys at Winston & Strawn.

• Md. May See Vigorous Resale Price Maintenance Enforcement

  

  In Maryland, indications of a new focus on resale price maintenance agreements are significant because state prosecution in this area has been rare, particularly outside California, say attorneys at DLA Piper.

• What 2 Years Of Ukraine-Russia Conflict Can Teach Cos.

  

  A few key legal lessons for the global business community since Russia's invasion of Ukraine could help protect global commerce in times of future conflict, including how to respond to disparate trade restrictions and sanctions, navigate war-related contract disputes, and protect against heightened cybersecurity risks, say attorneys at Morgan Lewis.

• Uncertainty Surrounds Patent Eligibility Restoration Bill

  

  A recent U.S. Senate hearing regarding the Patent Eligibility Restoration Act, a bill that aims to overhaul patent eligibility law and establish clearer statutory exclusions, marks a pivotal moment in the ongoing patent eligibility debate, but the law’s fate remains uncertain as discussions continue, say attorneys at Marshall Gerstein.

• Assessing 2 Years Of High Court's Arbitration Waiver Ruling

  

  In the two years since the U.S. Supreme Court's decision in Morgan v. Sundance, clarifying that no special rules apply to waiver of arbitration provisions, the ruling has had immediate ramifications in federal courts, but it may take some time for the effects to be felt on other federal issues and in state courts, say attorneys at Norton Rose.

• Risks Of Nonmutual Offensive Collateral Estoppel In MDLs

  

  After the Supreme Court declined to review the Sixth Circuit's ruling in the E.I. DuPont de Nemours & Co. personal injury litigation, nonmutual offensive collateral estoppel could show up in more MDLs, and transform the loss of a single MDL bellwether trial into a de facto classwide decision that binds thousands of other MDL cases, say Chantale Fiebig and Luke Sullivan at Weil Gotshal.