Accelerating Artificial Intelligence (AAI)
Abstract
The Accelerating Artificial Intelligence (AAI) program seeks to go beyond commercially-driven advances in artificial intelligence (AI) and to address important national security challenge applications. Trustworthy AI, which is AI that is safe, reliable, accurate, explainable, and resilient to attacks, is a major focus. Technical challenges include robustness of AI systems in novel, uncertain, and/or unanticipated situations; efficiency and timeliness of AI development, test, evaluation, approval, and certification processes; and identification of tasks or sub-tasks for which greater automation through the use of artificial intelligence/machine learning (AI/ML) is appropriate. Approaches to addressing these challenges will leverage recent advances in transfer learning, causal reasoning, reinforcement learning, generative AI, and large pre-trained models (LPTMs) and large language models (LLMs). If successful, AAI will significantly accelerate AI innovation in many important DoD domains while also reducing the time and cost needed to transition and deploy new AI technologies.
Document Details
- Document Type
- Accomplishment
- Publication Date
- Oct 01, 2025
- Source ID
- b2aa98a22d1338c42452828978db13c8