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Novation Trap For The Unwary

Client Alert | 1 min read | 02.04.11

In Raytheon Co. v. U.S. (Jan. 26, 2011), the Court of Federal Claims held that a contractor's claim for the pension cost adjustment due under CAS 413 for pension plans with funding deficits at the time of a "segment closing" could be barred by the standard language required in novation agreements providing that the contractor "waives any claims and rights against the Government that it now has or may have in the future in connection with the [novated] contracts."  Because the Government takes the position that its agreement to novate contracts is completely within the untrammeled discretion of the Government, the Government could effectively negate the requirements of CAS 413 if this decision is correct by refusing to novate contracts unless the contractor agrees to waive its rights to an adjustment under CAS 413. 

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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 .  ...