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Nothing to Sneeze at: Obama Administration Issues 13th EO Targeting Federal Contractors

Client Alert | 1 min read | 09.08.15

On September 7, the Obama Administration issued a new executive order requiring that federal government contractors provide paid sick leave to employees, the latest in a series of EOs targeting federal contractors, which have to date resulted in 16 new regulations (previously discussed here, here, and here). According to the White House, "[b]eginning with new contracts in 2017, workers will earn a minimum of one hour of paid sick leave for every 30 hours worked," which will provide "approximately 300,000 people working on federal contracts the new ability to earn up to seven days of paid sick leave each year."


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 .  ...