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Base And Option Years Unit Pricing Not Releasable Under FOIA

Client Alert | less than 1 min read | 09.29.06

In Canadian Commercial Corp. v. Dept. of Air Force, Judge Bates, despite rejecting the contractor's argument that the disclosure of the base and option year prices would likely cause substantial competitive harm in future procurements, reversed the Air Force's decisions to release that data from its contract for the maintenance and repair of J85 turbojet engines. The court found that the pricing information was involuntarily submitted but that substantial competitive harm would result from the release of all but the labor rates for the over and above work, based solely on the conclusion that the release would harm the contractor by providing its competitors information that they could use to convince the Air Force not to exercise the contract options.

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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 .  ...