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DOD Required to Reimburse Pension Cost Deficit

Client Alert | 1 min read | 07.18.12

In Raytheon Co. v. U.S. (July 16, 2012), the Court of Federal Claims awarded Raytheon $59.2 million for the "segment closing adjustment" required by CAS 413 to cover unreimbursed pension costs in two business units sold by Raytheon in 2001 and 2002, finding on virtually every contested issue that the calculation of Raytheon's expert actuarial witness was reasonable and that the government's expert had not carried the burden of proving that the Raytheon calculations were noncompliant with CAS. In addition, effectively reversing a prior decision in Raytheon Co. v. U.S., 96 Fed. Cl. 548 (2011), and addressing an issue that will have potentially broader implications beyond CAS 413 segment closing cases, the court found that Raytheon's agreement to the standard form novation language under which the seller "waives" all claims against the Government on novated contracts did not result in a waiver of the CAS 413 segment closing claim on several grounds.

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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 .  ...