Check For Weed

Client Alert | less than 1 min read | 02.19.10

In Agredano v. U.S. (Feb. 17, 2010), the Federal Circuit reversed the Court of Federal Claims decision that Customs and Border Protection breached an implied-in-fact warranty when it sold a car at auction containing concealed marijuana, drugs that ultimately resulted in the purchaser spending a year in a Mexican prison. The Federal Circuit held there was no implied-in-fact warranty that the car did not contain contraband, finding there was no meeting of the minds required to form such a warranty because Customs' regulatory duty to remove contraband from the forfeited vehicle did not create a contractual obligation and the agency had expressly disclaimed any and all warranties at the auction.

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 .  ...