RADIANT: Radiation AI Decision and Information Assistant for Nuclear Tasks

The Defense Threat Reduction Agency (DTRA) faces a critical challenge in developing an AI radiation health physicist companion to enhance radiation safety during military operations. The current state of radiation exposure management lacks real-time, user-friendly guidance that can be efficiently delivered on small local machines. This gap poses significant risks to personnel operating in environments with potential radiation hazards, as existing solutions do not adequately translate complex radiation data into actionable insights for non-experts. The significance of addressing this problem lies in the potential to revolutionize radiation safety protocols. Current methods often require specialized knowledge and are not accessible to all military personnel, which can lead to delayed decision-making and increased exposure risks. The ability to provide immediate, comprehensible advice on radiation exposure is crucial for maintaining operational effectiveness and safeguarding health. Ensuring that personnel can quickly assess and respond to radiation threats supports the resilience of all personnel and enhances overall readiness, reducing the risk of operational degradation due to radiation. Furthermore, the need for accurate and timely radiation exposure information is not being satisfactorily met by current technologies. Existing systems often lack the capability to integrate real-time dosimetry measurements with predictive analytics, which is essential for assessing the impact of radiation on combat power and mission success. To address this need, Redshred proposes to develop the Radiation AI Decision and Information Assistant for Nuclear Tasks (RADIANT), based on advanced machine learning and AI methodologies. Specifically, the innovation in leveraging Redshred’s TRACEE technology will improve performance in areas such as real-time data extraction, translation, and code generation. This technology will meet specifications by efficiently interpreting radiation data and providing user-friendly guidance. As a result, RADIANT offers enhanced decision-making capabilities and risk management in radiation exposure scenarios.