New Executive Order Shines Spotlight on Contractor Compliance With Labor Laws
Client Alert | 1 min read | 08.04.14
On July 31, 2014, the Obama Administration issued a new Executive Order that will lead to regulations requiring contractors bidding on procurement contracts in excess of $500,000 to disclose violations of various labor laws (including the FLSA, Service Contract Act, Davis-Bacon, ADA, ADEA, FMLA, NLRA, OSHA, Title VII of the Civil Rights Act and others, as well as "equivalent" state laws) occurring within the preceding 3-year period, make similar representations with regard to certain subcontractors, and provide updated information on a continuing basis after award. The "Fair Pay and Safe Workplaces Executive Order" will also expand the "Franken Amendment" limitation on contractors’ ability to enforce pre-dispute arbitration agreements as to certain types of employee claims and require federal agencies to designate a Labor Compliance Advisor tasked with facilitating compliance with labor laws, including "helping agency officials determine the appropriate response to address violations of the requirements of the labor laws" and "send[ing] information to agency suspending and debarring officials in accordance with agency procedures" (for additional discussion, see here).
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Client Alert | 9 min read | 10.21.26
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 .
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