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A focus on multinationals: Whistleblower incentives on the international stage

Client Alert | 1 min read | 08.05.21

2020 was one of the first years in memory when many multinationals saw a reduction in the number of internal whistleblower complaints, and a sharp increase in the number of external whistleblower complaints. In this environment, several countries around the world are finding ways to incentivize external whistleblower complaints, including—following the United States’ lead—providing bounties tied to money that governments recover as a result of those complaints. In this article by Crowell & Moring Partner Preston Pugh and Incoming 2022 First Year Associate Danielle Alvarez, part one of a two-part series, we discuss the development of these laws and the specific types of complaints whistleblower bounty laws cover. In part two, we will provide recommendations on how multinationals can best prepare for these developments.

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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 .  ...