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Report Highlights Problematic Katrina Contracting Practices

Client Alert | less than 1 min read | 02.28.06

The final report of The House Select Bipartisan Committee to Investigate the Preparation for and Response to Hurricane Katrina (http://katrina.house.gov/) criticizes all levels of government for using problematic contracting practices, such as orally changing the scope of work in the middle of an engagement and awarding most contracts on a sole-source basis or pursuant to limited competition. Among other proposed reforms, the Committee recommends that the Government enter into contracts in advance of each hurricane season to avoid the chaos and potential for fraud and abuse associated with contracting under intense pressure.

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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 .  ...