Expert Analysis

• 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.

• The Future Of Privacy Enforcement Under Ferguson's FTC

  

  Federal Trade Commission Chair Andrew Ferguson's early actions indicate a marked shift toward a more traditional approach to privacy enforcement, so companies should expect the commission to maintain a strong focus on enforcing Section 5 of the FTC Act in the privacy area, says Kandi Parsons at ZwillGen.

• Mitigating Import Risks Around Southeast Asian Solar Cells

  

  The U.S. Department of Commerce's recent final determinations in its antidumping and countervailing duty investigations into solar cells produced in certain Southeast Asian countries make it important for U.S. purchasers to consider risk mitigation strategies, including modifying supply chains and contractually assigning import responsibilities, say attorneys at Morgan Lewis.

• AT&T Decision May Establish Framework To Block FCC Fines

  

  The Fifth Circuit's recent decision in AT&T v. FCC upends the commission's authority to impose certain civil penalties, reinforcing constitutional safeguards against administrative overreach, and opening avenues for telecommunications and technology providers to challenge forfeiture orders, say attorneys at HWG.

• Apple Ruling Provides Clarity For UK Litigation Funders

  

  The Court of Appeal's recent Gutmann v. Apple decision that litigation funders can take a fee before class action members are paid helps relieve the concerns of insufficient funding returns that followed news of a broad sector review and a key high court ruling, says Matthew Lo at Exton Advisors.

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  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.

• Fines Against Apple, Meta Set Digital Markets Act Precedent

  

  The European Commission's recent fines against Apple and Meta, the first under the Digital Markets Act, send a clear message that the act's reach and influence on regulatory thinking is global, say lawyers at Waterfront Law.

• Crisis Management Lessons From The Parenting Playbook

  

  The parenting skills we use to help our kids through challenges — like rehearsing for stressful situations, modeling confidence and taking time to reset our emotions — can also teach us the fundamentals of leading clients through a corporate crisis, say Deborah Solmor at the Wisconsin Alumni Research Foundation and Cara Peterman at Alston & Bird.

• When Physical And Cyber Threats Converge: 6 Tips For Cos.

  

  Amid an ongoing trend of increased digital threats of harm made against corporations, organizations and high-profile individuals, an emerging legal framework is providing a risk management road map for general counsel and their teams to navigate the increasingly fraught landscape, say attorneys at Covington.

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  Adapting To Private Practice: From NY Fed To BigLaw

  

  While the move to private practice brings a learning curve, it also brings chances to learn new skills and grow your network, requiring a clear understanding of how your skills can complement and contribute to a firm's existing practice, and where you can add new value, says Meghann Donahue at Covington.

• Top 3 Litigation Finance Deal-Killers, And How To Avoid Them

  

  Like all transactions, litigation finance deals can sometimes collapse, but understanding the most common reasons for failure, including a lack of trust or a misunderstanding of deal terms, can help both parties avoid problems, say Rebecca Berrebi at Avenue 33 and Boris Ziser at Schulte Roth.

• Compliance Lessons From Warby Parker's HIPAA Fine

  

  The U.S. Department of Health and Human Services' civil money penalty against Warby Parker highlights the emerging challenges that consumer-facing brands encounter when expanding into healthcare-adjacent sectors, with Health Insurance Portability and Accountability Act compliance being a potential focus of regulatory attention, say attorneys at Saul Ewing.

• Best Practices For Companies Integrating Existing IP With AI

  

  Some copyright owners are exploring how they can make new content by combining their existing intellectual property assets with generative artificial intelligence, and although these initiatives can serve multiple business goals, those considering such practices should be aware they are entering largely uncharted waters, says Josh Weigensberg at Pryor Cashman.

• How Attys Can Use A Therapy Model To Help Triggered Clients

  

  Attorneys can lean on key principles from a psychotherapeutic paradigm known as the "Internal Family Systems" model to help manage triggered clients and get settlement negotiations back on track, says Jennifer Gibbs at Zelle.

• How Banks Can Manage Risk As AI Adoption Expands

  

  Following new, supportive comments from financial regulatory leaders about the use of artificial intelligence in the industry, banks may move toward wider, less-tentative adoption of the technology, but will also need to deploy important risk management measures, say attorneys at WilmerHale.