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No Buyer's Remorse – ASBCA Orders Air Force to Pay for What It Got

Client Alert | 1 min read | 10.09.15

In Honeywell Int'l, Inc. (Sept. 24, 2015), the ASBCA held that the Air Force must pay for two solar arrays that the contractor (represented by C&M) provided under an Energy Savings Performance Contract, even though the Board had earlier determined that certain of the contract's payment terms were "invalid." In finding the Air Force liable under an implied-in-fact contract theory, the Board rejected arguments that the Air Force had never intended to acquire the solar arrays and that the contracting officers had lacked authority to bind the government, explaining that the Air Force, simply by refusing to accept them, could not escape liability for the arrays that were "supplied … as designed, completed on time, and installed as required."


Insights

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 .  ...