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It's All In The Name

Client Alert | less than 1 min read | 10.14.09

In Wackenhut Int'l, Inc. v. Dep't of State (Sept. 22, 2009), the Civilian Board of Contract Appeals ("CBCA") ;dismissed for lack of jurisdiction when the appellant's Contract Disputes Act claim and subsequent appeal to the CBCA were brought in the name of a single joint venture partner instead of the joint venture itself. The Board found that only the joint venture had privity of contract with the government and that that was altered neither by appellant's 51% ownership stake in the joint venture nor by appellant's obtaining written authorization to pursue the claim from its joint venture partner.

Insights

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 .  ...