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Agency's "Mail Storm" Excuses Late Proposal

Client Alert | 1 min read | 03.31.11

Moving beyond faxes into the computer age, the Court of Federal Claims in Watterson Constr. Co. v. U.S. (Mar. 29, 2011) found that a contractor's late proposal should be excused when the delay was caused solely by a "mail storm" at the agency which overloaded and slowed down its servers. Judge Braden found that the late proposal, received by the contracting officer 4 minutes after the deadline, is excused because the proposal was on time as it had been received by the agency's servers timely; even if it had been late, the FAR's "government control" exception applied; and, in any event, the "mail storm" was an "emergency or unanticipated event" which entitled the contractor to a 1-day extension under the FAR.

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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 .  ...