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It’s Everywhere You Want to Be: The New FAR iBook

Client Alert | less than 1 min read | 10.11.16

On October 4, GSA announced the release of an iBook version of the FAR, noting that “contracting exists regardless of whether there’s a strong wifi signal where you are.” The free iBook will give owners immediate access to the FAR, including notifications each time it is updated so readers can stay up to date even when they are “far” away from the office.

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 .  ...