The Department of Defense (DoD), through the Defense Advanced Research Projects Agency (DARPA), is seeking proposals for the development of bias datasets specifically tailored for evaluating artificial intelligence (AI) models. The primary objective is to create new datasets that can effectively detect bias in DoD applications, alongside a baseline model for comparison and proposed metrics for evaluation. This initiative is crucial as it addresses the pervasive issue of bias in AI, which hinders responsible AI adoption and operational effectiveness within the DoD and industry. Interested parties should note that the solicitation is set to open on January 29, 2025, with proposals due by February 26, 2025. For more information, please visit the official source link at DoD SBIR/STTR.