1. Home
  2. |Insights
  3. |Update on Government Contracts M&A

Update on Government Contracts M&A

Client Alert | less than 1 min read | 04.23.18

Recently, partner Peter Eyre discussed the latest developments and considerations in the government contracts mergers and acquisitions market. Talking with host Roger Waldron on Federal News Radio’s “Off the Shelf” program, they covered factors driving the increase in M&A activities, identifying best practices for due diligence, and providing thoughts on future trends. To hear the full interview, please click here.

Contacts

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 .  ...