DoD Broadens Allowability for Cost Associated with Counterfeit Electronic Parts
Client Alert | 1 min read | 09.01.16
On August 30, 2016, DoD published a final rule that expands allowability of costs of actual or suspect counterfeit electronic parts and the cost of rework or corrective action due to their use. Whereas, previously, such costs were only allowable if the parts were government-furnished property, effective August 30, 2016, such costs will also be allowable if the parts are obtained in accordance with the newly added DFARS 252.246-7008 concerning sourcing of electronic parts; the contractor becomes aware of the part through inspection, testing, authentication, or other means; and it provides notice to the cognizant COs and GIDEP within 60 days of becoming aware.
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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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