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Air Force Award Downed by Inadequate OCI Assessment

Client Alert | less than 1 min read | 09.15.16

In AT&T Gov’t Solutions, Inc. (released Sept. 12, 2016), in which C&M represented AT&T, GAO sustained the protest of the Air Force’s award for computer network operations and cyberspace warfare operations. GAO determined that the Air Force had failed to reasonably evaluate whether the awardee had adequately avoided or mitigated unequal access to competitively sensitive information to which the awardee had access through its subcontractor that had provided acquisition support for the program and that the Air Force award decision was also premised on flawed past performance evaluations.

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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 .  ...