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CFC Has Jurisdiction Over "Nonprocurement" Protests

Client Alert | less than 1 min read | 03.29.10

In Resource Conservation Group, LLC v. United States (Mar. 1, 2010), the Federal Circuit found that the Court of Federal Claims had jurisdiction to adjudicate a protest involving a Navy solicitation to lease its own real property to another party. GAO and CFC had each dismissed the protest, but the Federal Circuit held that, although there was no jurisdiction under the bid protest provision inserted by the Administrative Dispute Resolution Act because the Navy's attempt to lease its own property was not a government procurement, the Tucker Act's pre-ADRA, implied-in-fact contract jurisdiction for nonprocurement protests survived because ADRA did not otherwise provide a remedy for such disputes.

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Client Alert | 9 min read | 10.21.26

Artificial Intelligence in Life Sciences: Reliability of AI-Generated Evidence in Drug Discovery and Development

The life sciences sector is uniquely vulnerable to the inherent risks of AI-generated evidence in drug development and discovery. This client alert focuses on five core challenges: hallucinations, skewed predictions from unrepresentative training data, the opacity of AI reasoning, input sensitivity that undermines reproducibility, and adversarial manipulation of training data. To address these risks, companies should use experimental validation and human oversight as the common legal and regulatory safety net. This entails among other measures auditing AI outputs, characterizing training data, and structural oversight. Companies also should prepare for evolving frameworks and guidance from the U.S. Food and Drug Administration (FDA) and the European Union (EU) that address use of AI in drug discovery and development .  ...