Expert Analysis

• Assessing Algorithmic Versus Generative AI Pricing Tools

  

  A comparison of traditional algorithmic pricing models and those powered by generative artificial intelligence can help regulators and practitioners weigh the pros and cons of relying on large language models to price products or services, say Maxime Cohen at McGill University, and Tim Spittle and Jimmy Royer at Analysis Group.

• What FCA Cases May Look Like In The Age Of Generative AI

  

  Generative artificial intelligence raises unique considerations both in the context of potentially leading to False Claims Act cases and in the discovery and litigation phases of these lawsuits, says attorney Rachel Rose.

• The Regulatory Headwinds Facing Lab-Developed Tests

  

  Though the U.S. Food and Drug Administration's final rule regarding regulation of laboratory-developed tests outlines a four-year plan for ending enforcement discretion, and though this rule is currently being challenged in courts, manufacturers should heed compliance opportunities immediately as enforcement actions are already on the horizon, say attorneys at Kirkland & Ellis.

• How Cos. With Chinese Suppliers Should Prep For Biotech Bill

  

  A proposed bill to prohibit government-affiliated life sciences companies from contracting with Chinese biotech companies of concern may necessitate switching to other sources for research and supplies, meaning they should begin evaluating supply chains now due to the long lead times of drug development, say John O'Loughlin and Christina Carone at Weil Gotshal.

• 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.

• After Chevron: Slowing Down AI In Medical Research

  

  The U.S. Supreme Court's recent decision overturning the Chevron doctrine may inhibit agencies' regulatory efforts, potentially slowing down the approval and implementation of artificial intelligence-driven methodologies in medical research, as well as regulators' responses to public health emergencies, say Ragini Acharya and Matthew Deutsch at Husch Blackwell.

• What's New In The AI Healthcare Regulatory Space

  

  Attorneys at Hogan Lovells review the current legal and regulatory landscape for artificial intelligence applications in healthcare, touching on policies around safety, transparency, nondiscrimination and reimbursement, and what to expect in the future.

• 3 Policyholder Tips After Calif. Ruling Denying D&O Coverage

  

  A California decision from June, Practice Fusion v. Freedom Specialty Insurance, denying a company's claim seeking reimbursement under a directors and officers insurance policy for its settlement with the Justice Department, highlights the importance of coordinating coverage for all operational risks and the danger of broad exclusionary policy language, says Geoffrey Fehling at Hunton.

• How Tech Trackers May Implicate HIPAA After Hospital Ruling

  

  A recent Texas federal court order in American Hospital Association v. Becerra adds a legal protection on key data, clarifying when tracking technologies implicate the Health Insurance Portability and Accountability Act, so organizations should ensure all technology used is known and accounted for, say John Howard and Myriah Jaworski at Clark Hill.

• 6 Lessons From DOJ's 1st Controlled Drug Case In Telehealth

  

  Following the U.S. Department of Justice’s first-ever criminal prosecution over telehealth-prescribed controlled substances in U.S. v. Ruthia He, healthcare providers should be mindful of the risks associated with restricting the physician-patient relationship when crafting new business models, says Jonathan Porter at Husch Blackwell.

• After Chevron: Scale Tips Favor Away From HHS Agencies

  

  The loss of Chevron deference may indirectly aid parties in challenging the U.S. Department of Health and Human Services' interpretations of regulations and could immediately influence several pending cases challenging HHS on technical questions and agency authority, say attorneys at Ropes & Gray.

• After Chevron: FDA Regulations In The Crosshairs

  

  The U.S. Supreme Court's overturning of the Chevron doctrine is likely to unleash an array of challenges against the U.S. Food and Drug Administration, focusing on areas of potential overreach such as the FDA's authority under the Federal Food, Drug and Cosmetic Act, say attorneys at Debevoise.

• After Chevron: Expect Few Changes In ITC Rulemaking

  

  The U.S. Supreme Court's opinion overruling the Chevron doctrine will have less impact on the U.S. International Trade Commission than other agencies administering trade statutes, given that the commission exercises its congressionally granted authority in a manner that allows for consistent decision making at both agency and judicial levels, say attorneys at Polsinelli.