CDAO Sponsors Crowdsourced AI Assurance Pilot in the Context of Military Medicine
January 2, 2025 – Washington, D.C. – The Chief Data Officer (CDAO) at the Department of Defense (DoD) has announced the launch of a pilot program to explore the use of crowdsourcing for artificial intelligence (AI) assurance in the context of military medicine.
The pilot program, titled “AI Assurance in Military Medicine Crowdsourcing Initiative” (AIMMCI), aims to leverage the expertise of a diverse community to identify and mitigate potential biases and vulnerabilities in AI systems used in military medical settings.
Background and Motivation
The use of AI in military medicine has the potential to significantly enhance diagnostic, treatment, and operational capabilities. However, ensuring the reliability and trustworthiness of AI systems is critical, especially in high-stakes medical applications.
Traditional approaches to AI assurance, such as testing and validation, can be time-consuming and resource-intensive. Crowdsourcing offers a complementary approach by engaging a large and diverse group of individuals to contribute their knowledge and perspectives.
Program Details
The AIMMCI pilot program will involve the following activities:
- Establishment of a Crowdsourcing Platform: The DoD will establish a secure online platform where participants can access AI systems, submit feedback, and collaborate with each other.
- Recruitment of Participants: The CDAO will recruit a diverse group of participants, including medical professionals, AI experts, data scientists, and patient advocates.
- Collection and Analysis of Feedback: Participants will be asked to evaluate AI systems for potential biases, vulnerabilities, and ethical concerns. Their feedback will be analyzed by a team of experts to identify areas for improvement.
- Feedback and Remediation: The feedback gathered from the crowdsourced community will be provided to the developers of the AI systems. The developers will be responsible for addressing the identified issues and improving the reliability and trustworthiness of their systems.
Expected Outcomes
The AIMMCI pilot program is expected to deliver the following outcomes:
- Improved AI assurance in military medicine through the identification and mitigation of potential biases and vulnerabilities.
- Enhanced collaboration and knowledge sharing among AI experts, medical professionals, and stakeholders.
- Development of best practices and guidelines for crowdsourcing AI assurance in military and medical applications.
Significance
The CDAO’s sponsorship of the AIMMCI pilot program demonstrates the DoD’s commitment to ensuring the responsible and ethical use of AI in military medicine. The program has the potential to revolutionize AI assurance by harnessing the collective intelligence of a diverse community of experts.
The results of the pilot program are anticipated to have implications beyond military medicine and could contribute to advancements in AI assurance across various domains.
CDAO Sponsors Crowdsourced AI Assurance Pilot in the Context of Military Medicine
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