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Good Faith Duties in Procurements Confirmed

Client Alert | less than 1 min read | 11.13.12

Working around overbroad dicta in a recent decision of the Federal Circuit that DOJ has been trying to exploit, Judge Lettow in J.C.N. Constr., Inc. v. U.S. (Nov. 6, 2012) joined other CFC judges in affirming that the government still has an implied, good faith duty to treat bidders fairly and impartially. To work around the dicta, the CFC judges are saying this duty now emanates from subsection (b) of 28 U.S.C. § 1491, rather than from (a), from where it has traditionally been found to lodge.


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Client Alert | 7 min read | 09.14.26

AI in Life Sciences: Ten Legal Considerations and Risks of AI Use in Drug Discovery and Development

Over the past several years, the biopharmaceutical industry has embraced artificial intelligence and machine learning (AI/ML) in near lockstep with the pace of AI/ML innovations. Today, industry leaders are using AI/ML to, among other things: discover and assess biological pathways, target chemical structures and sequences; design proteins; model pre-clinical and clinical trials; recruit and screen potential patient populations; evaluate clinical trial results and biomarker data; prepare regulatory filings; and manage supply chains. Deployment of new AI/ML models promises extraordinary advances in pharmaceutical development. However, as with any technological and scientific advances, the use of AI/ML also poses substantial legal risks that life sciences companies need to consider and proactively manage. ...