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"//signed//" Doesn't Cut It

Client Alert | less than 1 min read | 04.30.08

A claim certification was invalid, and the ASBCA had no jurisdiction to decide the case, when the contractor's president submitted it by email and simply typed "//signed//" above his name. The Board in Teknocraft Inc. (Apr. 3, 2008) acknowledged that both the contractor and the government had used the typed designation "//signed//" in their emails during performance, but held that "//signed//" was not a "discrete, verifiable symbol of an individual" and constituted an "incurable defect" in the certification.

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 .  ...