#4338 Self-Learning Knowledge Graph Agent
#4338 Self-Learning Knowledge Graph Agent EXPOSED: The Dirty Little Secret of AI (On a 1979 PDP-11) https://www.youtube.com/watch?v=OUE3FSIk46g #4338 Describe a self-learning framework that creates a mind map in the form of a knowledge graph, that cycles on a task, checking its work and improving until meeting a required threshold of success, then determining the next task and continuing with that. This framework describes a Recursive Knowledge Graph Agent (RKGA) . Unlike standard linear AI workflows, this system treats learning as a closed-loop refinement process where the knowledge graph isn't just a storage unit—it’s the "brain" that evolves. 1. The Core Architecture: The " OODA " Loop for Knowledge The framework operates on a continuous cycle of observation, orientation, decision, and action , centered around a dynamic knowledge graph. Phase Action Purpose Ingestion Parse task requirements and existing graph nodes. Contextual awareness. Execution Generate a...