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New Executive Compensation Limits

Client Alert | 1 min read | 06.28.13

On June 26, 2013, the government issued an interim rule that purports to expand the application of the executive compensation benchmark, currently set at $763,029, from senior executives to all contractor employees performing on contracts awarded as of December 31, 2011, by DoD, NASA, and the Coast Guard. As discussed in our blog posting, this interim rule, which is effective immediately, is intended to make any compensation costs incurred after January 1, 2012, over the benchmark amount unallowable for contracts subject to the FAR cost principles, but challenges to this rule based on the terms of the Allowable Cost and Payment clause might result.


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 .  ...