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.

• 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.

• 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.

• Takeaways From Groundbreaking Data Transfer Order

  

  A recent first-of-its-kind executive order and related proposed rulemaking lay the groundwork for important outbound U.S. data protections, but they may have unintended consequences related to the types of data and the subjects within their scope, say attorneys at Kirkland.

• What Recent Study Shows About AI's Promise For Legal Tasks

  

  Amid both skepticism and excitement about the promise of generative artificial intelligence in legal contexts, the first randomized controlled trial studying its impact on basic lawyering tasks shows mixed but promising results, and underscores the need for attorneys to proactively engage with AI, says Daniel Schwarcz at University of Minnesota Law School.

• Innodata Suit Highlights 'AI Washing' Liability Risk For Cos.

  

  A class action against software company Innodata over so-called AI washing, one of the first of its kind, underscores the litigation and enforcement risks that can arise from the U.S. Securities and Exchange Commission's novel theory about misleading artificial intelligence capabilities, say attorneys at Bracewell.

• For Now, Generative AI Is Risky For Class Action Counsel

  

  Although a recent survey showed most in-house counsel think that their outside counsel should be using generative artificial intelligence "in some way" in class action work, the technology is more a target for class actions than it is a tool to be used in practice at present, says Matthew Allen at Carlton Fields.

• The Epic Antitrust Cases And Challenges Of Injunctive Relief

  

  The Epic cases against Apple and Google offer a window into the courts' considerable challenges in Big Tech litigation and establishing injunctive relief that enhances competition and benefits consumers, say Kelly Lear Nordby and Jon Tomlin at Ankura Consulting.

• Steps To Reduce CIPA Litigation Risks For Companies

  

  As class action claims brought under the California Invasion of Privacy Act continue to advance new theories under an old law to target companies for commonplace website and app activities, there are steps that organizations can take to reduce exposure and strengthen their defenses against such lawsuits, say attorneys at Hintze Law.

• Banks Should Continue To Prep For CFPB Data Rule Rollout

  

  Consumer Financial Protection Bureau-supervised banks should not expect industry pressure to delay the rollout of proposed Section 1033 open banking rules, which regulate how consumer financial information flows between financial institutions, and prepare their required data access portals and compliance procedures now, say attorneys at Troutman Pepper.

• UMG-TikTok IP Rift Highlights Effective Rights Control Issues

  

  Despite Universal Music Group's recent withdrawal of TikTok's licensing rights to its music catalog, the platform struggles to control uploads and reproductions of copyrighted material, highlighting the inherent tension between creative freedom and effective rights control in the age of social media, says Simon Goodbody at Bray & Krais.