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Continuing Resolution Expires April 28, 2017

Client Alert | less than 1 min read | 04.07.17

The Continuing Resolution funding government operations will expire on April 28, 2017. Absent a budget agreement or a new CR, certain government operations will cease. While Congress is working on the budget, contractors wishing to plan for the end of the CR and a potential shutdown might consider: (1) maintaining open lines of communication with their customers; (2) cataloguing contracts by funding source, performance period, option exercise dates to assess impact on their businesses, while paying attention to changes clauses for opportunities for mitigation; (3) preparing for human resources impacts on staff; and, (4) reviewing subcontracts to understand rights and obligations on both sides.

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 .  ...