Key Features and Innovations of AGNs
1. Dynamic Relationships
AGNs connect data points while understanding the strength, direction, and context of these relationships. This enables AGNs to adjust connections dynamically based on real-time data, providing unparalleled adaptability compared to traditional models.
2. Policy-Driven AI
AGNs implement policy-driven AI, akin to access control mechanisms in IT systems. Policies dictate how nodes interact, inherit attributes, and how data flows through the network, making the decision-making process more transparent, scalable, and adaptable.
3. Multi-Domain Structure
AGNs organize data into logical domains like healthcare, finance, and legal systems, allowing cross-domain reasoning without needing to retrain the model for each specific domain. This allows AGNs to adapt effectively to different datasets.