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Expert Analysis

• Beware Privacy Risks In Training AI Models With Health Data

  

  Because data used to train artificial intelligence models may be protected by the Health Insurance Portability and Accountability Act or other regulations, users of these models should conduct proper diligence to avoid costly compliance failures, say Neha Matta and Barbara Bennett at Frost Brown.

• Unpacking GAO's FY 2023 Bid Protest Report

  

  The U.S. Government Accountability Office's recent bid protest report reflects an increase in sustained protests, illustrating that disappointed offerors may see little reason to refrain from seeking corrective action 鈥� but there is more to the story, say Aron Beezley and Patrick Quigley at Bradley Arant.

• How Fla. Bankruptcy Ruling May Affect Equity Owners

  

  A Florida bankruptcy court鈥檚 recent ruling in Vital Pharmaceuticals 鈥� which rejected the Third Circuit鈥檚 Majestic Star decision that determined a bankrupt corporation鈥檚 flow-through status was not protected by the automatic stay 鈥� may significantly affect how equity owners can mitigate the impact of flow-through structures in bankruptcy, say Eric Behl-Remijan and Natasha Hwangpo聽at聽Ropes & Gray.

• Earnout Contract Considerations After NC Good Faith Ruling

  

  The North Carolina Supreme Court's recent Value Health Solutions v. Pharmaceutical Research decision, holding the implied covenant of good faith and fair dealing did not apply in an earnout dispute related to an asset sale, demonstrates the need for practitioners to pay careful attention to milestone concepts in M&A transactions, says Benjamin Hicks at Wagner Hicks.

• Attorneys, Law Schools Must Adapt To New Era Of Evidence

  

  Technological advancements mean more direct evidence is being created than ever before, and attorneys as well as law schools must modify their methods to account for new challenges in how this evidence is collected and used to try cases, says Reuben Guttman at Guttman Buschner.

• ESG Around The World: The UK

  

  Following Brexit, the U.K. has adopted a different approach to regulating environmental, social and governance factors from the European Union 鈥� an approach that focuses on climate disclosures by U.K.-regulated entities, while steering clear of the more ambitious objectives pursued by the EU, say attorneys at Dechert.

• Tips For Litigating Against Pro Se Parties In Complex Disputes

  

  Litigating against self-represented parties in complex cases can pose unique challenges for attorneys, but for the most part, it requires the same skills that are useful in other cases 鈥� from documenting everything to understanding one鈥檚 ethical duties, says Bryan Ketroser at Alto Litigation.

• It's Time To Prescribe Frameworks For AI-Driven Health Care

  

  As health care providers begin to adopt artificial intelligence in clinical settings, new legal and regulatory challenges are emerging, with the critical issue being balancing AI's benefits and innovations in health care while ensuring patient safety and provider accountability, say attorneys at Kirkland.

• Preparing For Higher Health Transaction Standards In Calif.

  

  The California Office of Health Care Affordability's revised draft regulations on the reporting of health care transactions incorporate useful improvements to the regulatory scheme, but also contain provisions that may cause concerns for parties contemplating covered transactions, says Andrew Demetriou at Husch Blackwell.

• How Ill. Supreme Court Could Shape Statutory Violation Cases

  

  In Fausett v. Walgreens, the Illinois Supreme Court will take up the question of whether a violation of the Fair and Accurate Credit Transactions Act satisfies the injury-in-fact requirement, and any outcome could significantly change the litigation landscape in Illinois, say Donald Patrick Eckler and Joshua Zhao at Freeman Mathis.

• Pro Bono Work Is Powerful Self-Help For Attorneys

  

  Oct. 22-28 is Pro Bono Week, serving as a useful reminder that offering free legal help to the public can help attorneys expand their legal toolbox, forge community relationships and create human connections, despite the challenges of this kind of work, says Orlando Lopez at Culhane Meadows.

• Playing In A Rock Cover Band Makes Me A Better Lawyer

  

  Performing in a classic rock cover band has driven me to hone several skills 鈥� including focus, organization and networking 鈥� that have benefited my professional development, demonstrating that taking time to follow your muse outside of work can be a boon to your career, says Michael Gambro at Cadwalader.

• The Pop Culture Docket: Judge Espinosa On 'Lincoln Lawyer'

  

  The murder trials in Netflix鈥檚 鈥淭he Lincoln Lawyer鈥� illustrate the stark contrast between the ethical high ground that fosters and maintains the criminal justice system's integrity, and the ethical abyss that can undermine it, with an important reminder for all legal practitioners, say Judge Adam Espinosa and Andrew Howard at the Colorado 2nd Judicial District Court.