How AI Could Help Judges Spot Their Own Biases

In close cases where there’s room for discretion, artificial intelligence could challenge judges’ implicit biases by running counterfactual tests at scale — but any judicial use of such tools would need guardrails, say Arnold Peter at Peter Law and Nancy Rapoport at University of Nevada.

3 Strategies To Reduce AI Sycophancy In Legal Work

The tendency of generative artificial intelligence models to tell users what they want to hear can reinforce attorneys’ confirmation bias when testing the strength of arguments, and it can’t simply be prompted away — but a few practices can help mitigate it, says Michael Ott at Ice Miller.

DOJ Directive Gives Contractors A Fraud Risk Road Map

For government contractors, the 10 factors described in the U.S. Department of Justice's recent corporate fraud enforcement directive function as a de facto scoring rubric for internal audits that mirrors what prosecutors will prioritize, say attorneys at Spencer Fane.

2nd Circ. EFAA Ruling Shifts Employer Litigation Strategy

In Diaz-Roa v. Hermes Law, the Second Circuit recently held that, under the Ending Forced Arbitration of Sexual Assault and Sexual Harassment Act, employers can't carve out nonharassment claims and send them to arbitration, which has implications for discovery, litigation costs and resolution strategy in EFAA-covered disputes, say attorneys at Krevolin Horst.

The Future Of PCAOB Enforcement After Post-Jarkesy Win

While the Public Company Accounting Oversight Board recently defeated procedural and structural challenges to its enforcement program in D.C. federal court, it's unclear what claims and sanctions the PCAOB can bring against respondents — and whether it's interested in instituting disciplinary proceedings generally, says Mike Plotnick at King & Spalding.

IRS Rule May Put Private Schools' Exempt Status At Risk

In light of recently proposed Treasury regulations that would narrow the options for diversifying student communities, private schools should reexamine how race enters their admissions, financial aid and student programs or risk losing tax-exempt status, say attorneys at Atkinson Andelson.

Series

Being In The Peace Corps Made Me A Better Lawyer

When I served in the Peace Corps, the people of the West African village where I was stationed helped me acclimate to my new surroundings and enabled me to develop problem-solving, teamwork and empathy skills that have bolstered my legal practice far beyond the ability to offer technical advice, says Brian Bewley at McGuireWoods.

Tariffs Could Be Behind Surge In FTZ Production Filings

As tariffs reshape production sourcing decisions, manufacturers are seeking foreign trade zone production authority at more than twice last year's pace, making it important to consider the potential duty and export benefits, along with review delays and restrictions that can curb savings, say attorneys at Sidley.

Tracking The 2027 Va. Bills That May Tighten Data Center Regs

Data center developers and operators should monitor Virginia legislation responding to the state's new data center accountability framework, local moratoria and the end of an electricity consumption tax, which could change review thresholds, impose new energy rules and slow the approval process, say attorneys at Holland & Knight.

Where DOJ's Fraud Directive May Actually Affect Enforcement

The U.S. Department of Justice’s recent directive outlining corporate fraud enforcement priorities is mostly a management document instead of a policy, but one part may actually undermine the directive's goals by leading to worse outcomes for organizational defendants and less corporate self-disclosure, says Zachary Warren at Williams & Connolly.

Transfer Pricing Analyses May Apply To Tariff Refunds Claims

Both plaintiffs and defendants in consumer class actions over tariff refunds should examine transfer pricing analyses, which can offer contemporaneous evidence as to how much of a tariff was borne in the U.S. by the importer or consumers rather than absorbed earlier in the supply chain, say economists at The Brattle Group.

Importer Risk Rises As AI Enters Trade Fraud Enforcement

The Trump administration's new data-driven and artificial intelligence-enabled push against tariff evasion raises the stakes for companies with global supply chains, making it crucial that they consider strengthening response protocols, documentation and internal reporting mechanisms, say attorneys at Cooley.

What Lawyers Should Know Before Accepting Crypto Payment

As clients increasingly request to pay legal fees, retainers and escrow funds using cryptocurrency, lawyers should consider how only a handful of state bar authorities have addressed the issue with varying ethics opinions, as well as the related questions that no authority has yet answered, says attorney Felix Shipkevich.

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Mentalism Makes Me A Better Lawyer

Convincing strangers I can read their minds may seem like an unusual second career for a legal practitioner, but both disciplines share several important requirements, including trust and preparation, says Warren Biro at Manatt.

Why And How To Build A Neurodiversity-Informed Practice

By better understanding neurodiversity and implementing simple accommodations for clients with autism, ADHD or learning differences, attorneys can build stronger relationships with those who may otherwise struggle to obtain and benefit from legal services, while developing good habits that will benefit everyone they represent, says Ting Cheung at Sanford Heisler.