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Contractor Claims Forfeited Under Fraud Statutes

Client Alert | less than 1 min read | 08.06.14

The Federal Circuit in Veridyne Corp. (July 15, 2014) held that a contractor whose claims for payment were forfeited under the Special Plea in Fraud Statute (applicable when the contractor "knew that its submitted claims were false and . . . intended to defraud the government by submitting [its] claims") was not entitled to recovery even in quantum meruit for the value of work completed and accepted by the government. At the same time, the Federal Circuit upheld the imposition of False Claims Act penalties for each invoice submitted under a contract extension because the contractor's misleading proposal caused the extension to be "infected with fraud," and it upheld additional, CDA penalties for invoices found to be "unsupported."


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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 .  ...