Expert Analysis

• Considerations When Using Publicly Available Data To Train AI

  

  To maximize the benefits and mitigate the risks of using publicly available data to train artificial intelligence models, companies should maintain a balance between openness and protection, and consider certain best practices, says Michael Cole at Mercedes-Benz Research & Development North America.

• Opinion

  USPTO AI Patent Guidance Leaves Questions Unanswered

  

  The U.S. Patent and Trademark Office’s recent guidance on artificial intelligence patent eligibility is unlikely to answer many of the open questions that AI patent applicants face, as it includes nominally new analysis that applicants can adopt to analyze their inventions, say attorneys at Fenwick & West.

• Illinois BIPA Reform Offers Welcome Relief To Businesses

  

  Illinois' recent amendment to its Biometric Information Privacy Act limits the number of violations and damages a plaintiff can claim — a crucial step in shielding businesses from unintended legal consequences, including litigation risk and compliance costs, say attorneys at Taft.

• 3 Leadership Practices For A More Supportive Firm Culture

  

  Traditional leadership styles frequently amplify the inherent pressures of legal work, but a few simple, time-neutral strategies can strengthen the skills and confidence of employees and foster a more collaborative culture, while supporting individual growth and contribution to organizational goals, says Benjamin Grimes at BKG Leadership.

• How Justices' E-Rate Decision May Affect Scope Of FCA

  

  The U.S. Supreme Court’s eventual decision in Wisconsin Bell v. U.S., determining whether reimbursements paid by the E-rate program are "claims" under the False Claims Act, may affect other federal programs that do not require payments to be made by the U.S. Department of the Treasury, says David Colapinto at Kohn Kohn.

• E-Discovery Quarterly: Rulings On Hyperlinked Documents

  

  Recent rulings show that counsel should engage in early discussions with clients regarding the potential of hyperlinked documents in electronically stored information, which will allow for more deliberate negotiation of any agreements regarding the scope of discovery, say attorneys at Sidley.

• Loper Bright Limits Federal Agencies' Ability To Alter Course

  

  The U.S. Supreme Court's recent decision to dismantle Chevron deference also effectively overrules its 2005 decision in National Cable & Telecommunications Association v. Brand X, greatly diminishing agencies' ability to change regulatory course from one administration to the next, says Steven Gordon at Holland & Knight.

• How To Deploy AI In A Dangerous Threat Landscape

  

  Businesses are feeling immense pressure to deploy generative artificial intelligence tools to accelerate profits and demonstrate their technological superiority to investors and consumers, and there are a few steps they can take when using AI tools to mitigate liability risks, say B. Stephanie Siegmann and Julianna Malogolowkin at Hinckley Allen.

• 2nd Circ. Case Reinforces Need For Advance Notice Bylaws

  

  The Second Circuit's recent decision in Nano Dimension v. Murchinson illustrates that Section 13(d) of the Exchange Act is a square peg for a round hole, and that advance notice bylaws are far better at protecting against undisclosed coordination among activist shareholders, say attorneys at Morgan Lewis.

• Autonomy Execs' Acquittal Highlights Good Faith Instruction

  

  The recent acquittal of two former Autonomy executives demonstrates that a good faith jury instruction can be the cornerstone of an effective defense strategy in white collar criminal cases, in part because the concept of good faith is a human experience every juror can relate to, says Sara Kropf at Kropf Moseley.

• Series

  Teaching Scuba Diving Makes Me A Better Lawyer

  

  As a master scuba instructor, I’ve learned how to prepare for the unexpected, overcome fears and practice patience, and each of these skills – among the many others I’ve developed – has profoundly enhanced my work as a lawyer, says Ron Raether at Troutman Pepper.

• Navigating The Murky Waters Of Patent Infringement Damages

  

  Recent cases show that there is no easy way to isolate an infringed patent’s value, and it would serve all sides well for courts to thoroughly examine expert opinions of this nature and provide consistent guidance for future cases, say Manny Caixeiro and Elizabeth Manno at Venable.

• SolarWinds Ruling Offers Cyber Incident Response Takeaways

  

  The New York federal court's dismissal of all charges related to the 2019 Sunburst cyberattack is a devastating blow to the U.S. Securities and Exchange Commission's cybersecurity case against SolarWinds, but the well-reasoned opinion provides valuable lessons that may improve companies' defensive posture in the wake of a major cybersecurity incident, say attorneys at Troutman Pepper.

• The Road Ahead For Regulation Of Digital Twins In Healthcare

  

  Digital replicas of cells, organs and people — known as digital twins — can facilitate clinical trials for new drugs by reducing the number of patients required, but data limitations can create logistical hurdles and regulatory efforts addressing digital twins are still in early stages, say consultants at Keystone Strategy.

• Lawyers Can Take Action To Honor The Voting Rights Act

  

  As the Voting Rights Act reaches its 59th anniversary Tuesday, it must urgently be reinforced against recent efforts to dismantle voter protections, and lawyers can pitch in immediately by volunteering and taking on pro bono work to directly help safeguard the right to vote, says Anna Chu at We The Action.