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Technology Replacement Clause Requires Actual Replacement

Client Alert | less than 1 min read | 09.28.10

Some technology contracts have included "replacement" clauses which put limits on the agency's use of its termination for convenience power to flip to another vendor simply to get a better price. The Federal Circuit in McHugh v. DLT Solutions, Inc. (Sept. 23, 2010), held that, when the agency in such a clause had only agreed not to "replace" the leased software with "functionally similar equipment and/or software" for one year after termination or expiration of the lease, it did not breach when it did not install the leased software and continued to use its prior software.

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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 .  ...