Expert Analysis

• Workday AI Bias Suit Suggests Hiring Lessons For Employers

  

  As state laws and a federal agency increasingly focus on employment bias introduced by artificial intelligence systems, a California federal court's recent decision to allow a discrimination suit to proceed against Workday's AI-driven recruitment software, shows companies should promptly assess these tools' risks, say attorneys at Williams & Connolly.

• Opinion

  Litigation Funding Disclosure Key To Open, Impartial Process

  

  Blanket investor and funding agreement disclosures should be required in all civil cases where the investor has a financial interest in the outcome in order to address issues ranging from potential conflicts of interest to national security concerns, says Bob Goodlatte, former U.S. House Representative for Virginia.

• The Ethics of Using Generative AI In Environmental Law

  

  The rapid emergence of generative artificial intelligence tools is challenging environmental lawyers, consultants and government agencies to determine when and how these tools can be responsibly, ethically and productively integrated into their practices to streamline research, predictive analytics and regulatory compliance, say Ahlia Bethea and Pamela Esterman at Sive Paget.

• What NFL Draft Picks Have In Common With Lateral Law Hires

  

  Nearly half of law firm lateral hires leave within a few years — a failure rate that is strikingly similar to the performance of NFL quarterbacks drafted in the first round — in part because evaluators focus too heavily on quantifiable metrics and not enough on a prospect's character traits, says Howard Rosenberg at Baretz+Brunelle.

• Replacing The Stigma Of Menopause With Law Firm Support

  

  A large proportion of the workforce is forced to pull the brakes on their career aspirations because of the taboo surrounding menopause and a lack of consistent support, but law firms can initiate the cultural shift needed by formulating thoughtful workplace policies, says Barbara Hamilton-Bruce at Simmons & Simmons.

• Planning Law Firm Content Calendars: What, When, Where

  

  During the slower month of August, law firms should begin working on their 2025 content calendars, planning out a content creation and distribution framework that aligns with the firm’s objectives and maintains audience engagement throughout the year, says Jessica Kaplan at Legally Penned.

• Notable Q2 Updates In Insurance Class Actions

  

  Mark Johnson and Mathew Drocton at BakerHostetler discuss the muted nature of the property and casualty insurance class action space in the second quarter of the year, with no large waves made in labor depreciation and total-loss vehicle class actions, but a new offensive theory emerging for insurance companies.

• Series

  Playing Golf Makes Me A Better Lawyer

  

  Golf can positively affect your personal and professional life well beyond the final putt, and it’s helped enrich my legal practice by improving my ability to build lasting relationships, study and apply the rules, face adversity with grace, and maintain my mental and physical well-being, says Adam Kelly at Venable.

• Law Firms Should Move From Reactive To Proactive Marketing

  

  Most law firm marketing and business development teams operate in silos, leading to an ad hoc, reactive approach, but shifting to a culture of proactive planning — beginning with comprehensive campaigns — can help firms effectively execute their broader business strategy, says Paul Manuele at PR Manuele Consulting.

• 3 Ways To Limit Risks Of Black-Box AI In Financial Services

  

  As regulators increasingly highlight the potential for artificial intelligence to make unfair consumer credit decisions, and require financial institutions to explain how these so-called black-box algorithms arrive at conclusions, companies should consider three key questions to reduce their regulatory risks from these tools, say Jeffrey Naimon and Caroline Stapleton at Orrick.

• Opinion

  The Big Issues A BigLaw Associates' Union Could Address

  

  A BigLaw associates’ union could address a number of issues that have the potential to meaningfully improve working conditions, diversity and attorney well-being — from restructured billable hour requirements to origination credit allocation, return-to-office mandates and more, says Tara Rhoades at The Sanity Plea.

• Opinion

  It's Time For A BigLaw Associates' Union

  

  As BigLaw faces a steady stream of criticism about its employment policies and practices, an associates union could effect real change — and it could start with law students organizing around opposition to recent recruiting trends, says Tara Rhoades at The Sanity Plea.

• How Justices Upended The Administrative Procedure Act

  

  In its recent Loper Bright, Corner Post and Jarkesy decisions, the U.S. Supreme Court fundamentally changed the Administrative Procedure Act in ways that undermine Congress and the executive branch, shift power to the judiciary, curtail public and business input, and create great uncertainty, say Alene Taber and Beth Hummer at Hanson Bridgett.

• Considerations As State AGs Step Up Privacy Enforcement

  

  As new state privacy laws take effect, businesses are facing an increasingly complex patchwork of compliance obligations and risk of scrutiny by attorneys general, but companies can gain a competitive edge by building consumer trust and staying ahead of regulatory trends, say Ann-Marie Luciano and Meghan Stoppel at Cozen O’Connor.

• Tips For Tax Equity-Tax Credit Transfers That Pass IRS Muster

  

  Although the Internal Revenue Service has increased its scrutiny of complex partnership structures, which must demonstrate their economic substance and business purpose, recent cases and IRS guidance together provide a reliable road map for creating legitimate tax equity structures, say Ian Boccaccio and Michael Messina at Ryan Tax.