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Government to Release Private Contractor Information Contained in FAPIIS

Client Alert | less than 1 min read | 01.24.11

On January 24, 2011, the FAR Council issued an interim rule to implement a congressional mandate that the public must have access to all information (excluding past performance reviews) in the Federal Awardee Performance and Integrity Information System (“FAPIIS”), which was created in 2010 as a one-stop shop for contracting officers to review information about prospective contractors’ business ethics, integrity, and performance.  After April 15, 2011, the public will have access to contractor-provided information about criminal, civil, and administrative proceedings, as well as government-provided information about contract terminations for default or cause and suspension and debarment.

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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 .  ...