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Strong Mitigating Factors Trump Debarment

Client Alert | less than 1 min read | 07.30.07

In Canales v. Paulson (D.D.C. July 16, 2007, https://ecf.dcd.uscourts.gov/cgi-bin/show_public_doc?2006cv1330-47), the federal district court overturned a Treasury Department debarment from government contracting on the ground that the debarring official did not explain reasons for debarment in the face of strong mitigating factors (spotless record before the offense; five years since the incident; extensive business with the government in the interim; misdemeanor conviction) presented to him at the debarment proceeding.

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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. ...