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Tough (Tax) Break: Federal Tax Delinquency and Felony Convictions Could Bar Corporations from Awards

Client Alert | 1 min read | 10.05.16

The FAR Council published a final rule on September 30 that, effective immediately, adopts an interim rule that requires any corporation responding to a federal solicitation to represent whether it has (1) any unpaid federal tax liability that has been assessed and is not being appealed or paid in a timely manner or (2) a felony conviction under any federal law within the preceding 24 months. As further explained here, any affirmative disclosure would create an automatic bar against contract award, unless the agency’s suspension and debarment official has considered the matter and determined that further action is not necessary to protect the government’s interests.

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 .  ...