Engineering Artificial Intelligence Systems Implementations (EAISI)
Abstract
The Engineering Artificial Intelligence Systems Implementations (EAISI) program created technologies to support the development of assured systems that include AI and machine learning (ML) capabilities. Modern AI-dependent systems may include multiple AI components, drawing on a diverse set of AI-related techniques, ranging from ML to knowledge representation, search, planning, game theory, and optimization. Current methods for development of such systems remains primarily based on trial-and-error designs, with limited abstractions, architectures, and patterns. These developments can be costly, risky, and demanding of very high levels of expertise. To address this, EAISI developed hybrid, neuro symbolic architectures that facilitate the analysis and synthesis of complex systems that must rely on AI-based components.
Document Details
- Document Type
- Accomplishment
- Publication Date
- Oct 01, 2024
- Source ID
- db5e330a8ab4f6aadf36af9399857d61