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Bad Faith Conduct Pervades Contract

Client Alert | less than 1 min read | 04.25.07

Judge Allegra of the Court of Federal Claims in a lengthy opinion in North Star Alaska Housing Corp v. U.S. (Apr. 2, 2007) finds that the Army's actions and attitudes soured a long-term contract with a housing project contractor and equated to bad faith. Among other things, the court faulted the Army for using its discretion to increase the costs of the contractor's performance, changing contract interpretations midstream to reduce the contractor's income, holding incentive payments hostage, denying meritorious claims to leverage others, and allowing the program personnel to dictate contracting positions to the contracting officers.

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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 .  ...