Do the Exclusion Archives on SAM.gov Violate Contractors' Liberty Interest?
Client Alert | less than 1 min read | 09.29.16
The suspension and debarment remedies are not meant to punish contractors for past misdeeds, yet information about past exclusions is stored indefinitely on the SAM.gov website, and this information is increasingly causing collateral consequences outside the government marketplace. In an article published in Bloomberg BNA, C&M attorneys discuss the evolution of the excluded parties list and explore how a contractor might challenge the exclusion archives as a violation of a contractor’s constitutional liberty interests.
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Client Alert | 9 min read | 10.21.26
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 .
Client Alert | 2 min read | 10.21.26
Client Alert | 3 min read | 10.21.26
Private Investigations Act Series: Temporal, material and territorial scope
Client Alert | 7 min read | 10.21.26
